124 results on '"Hendriks, Benno H. W."'
Search Results
2. Optical tissue measurements of invasive carcinoma and ductal carcinoma in situ for surgical guidance
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de Boer, Lisanne L., Kho, Esther, Van de Vijver, Koen K., Vranken Peeters, Marie-Jeanne T. F. D., van Duijnhoven, Frederieke, Hendriks, Benno H. W., Sterenborg, Henricus J. C. M., and Ruers, Theo J. M.
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- 2021
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3. Proton density fat fraction of the spinal column: an MRI cadaver study
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Losch, Merle S., Swamy, Akash, Elmi-Terander, Adrian, Edström, Erik, Hendriks, Benno H. W., and Dankelman, Jenny
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- 2021
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4. Diffuse reflectance spectroscopy for breach detection during pedicle screw placement: a first in vivo investigation in a porcine model
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Swamy, Akash, Spliethoff, Jarich W., Burström, Gustav, Babic, Drazenko, Reich, Christian, Groen, Joanneke, Edström, Erik, Elmi-Terander, Adrian, Racadio, John M., Dankelman, Jenny, and Hendriks, Benno H. W.
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- 2020
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5. Fiber-Optic Pedicle Probes to Advance Spine Surgery through Diffuse Reflectance Spectroscopy.
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Losch, Merle S., Heintz, Justin D., Edström, Erik, Elmi-Terander, Adrian, Dankelman, Jenny, and Hendriks, Benno H. W.
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SPINAL surgery ,MONTE Carlo method ,FIBER optics ,REFLECTANCE spectroscopy ,SURGICAL instruments ,SIGNAL-to-noise ratio ,FLUOROSCOPY - Abstract
Diffuse Reflectance Spectroscopy (DRS) can provide tissue feedback for pedicle screw placement in spine surgery, yet the integration of fiber optics into the tip of the pedicle probe, a device used to pierce through bone, is challenging, since the optical probing depth and signal-to-noise ratio (SNR) are affected negatively compared to those of a blunt DRS probe. Through Monte Carlo simulations and optical phantom experiments, we show how differences in the shape of the instrument tip influence the acquired spectrum. Our findings demonstrate that a single bevel with an angle of 30 ∘ offers a solution to anticipate cortical breaches during pedicle screw placement. Compared to a blunt probe, the optical probing depth and SNR of a cone tip are reduced by 50%. The single bevel tip excels with 75% of the optical probing depth and a SNR remaining at approximately ⅔, facilitating the construction of a surgical instrument with integrated DRS. [ABSTRACT FROM AUTHOR]
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- 2024
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6. Nerve detection during surgery: optical spectroscopy for peripheral nerve localization
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Langhout, Gerrit C., Kuhlmann, Koert F. D., Wouters, Michel W. J. M., van der Hage, Jos A., van Coevorden, Frits, Müller, Manfred, Bydlon, Torre M., Sterenborg, Henricus J. C. M., Hendriks, Benno H. W., and Ruers, Theo J. M.
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- 2018
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7. Towards the use of diffuse reflectance spectroscopy for real-time in vivo detection of breast cancer during surgery
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de Boer, Lisanne L., Bydlon, Torre M., van Duijnhoven, Frederieke, Vranken Peeters, Marie-Jeanne T. F. D., Loo, Claudette E., Winter-Warnars, Gonneke A. O., Sanders, Joyce, Sterenborg, Henricus J. C. M., Hendriks, Benno H. W., and Ruers, Theo J. M.
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- 2018
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8. Diffuse reflectance spectroscopy: toward real-time quantification of steatosis in liver
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Evers, Daniel J., Westerkamp, Andrie C., Spliethoff, Jarich W., Pully, Vishnu V., Hompes, Daphne, Hendriks, Benno H. W., Prevoo, Warner, van Velthuysen, Marie-Louise F., Porte, Robert J., and Ruers, Theo J. M.
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- 2015
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9. Development of a CT-Compatible, Anthropomorphic Skull and Brain Phantom for Neurosurgical Planning, Training, and Simulation.
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Lai, Marco, Skyrman, Simon, Kor, Flip, Homan, Robert, El-Hajj, Victor Gabriel, Babic, Drazenko, Edström, Erik, Elmi-Terander, Adrian, Hendriks, Benno H. W., and de With, Peter H. N.
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SKULL base ,CONE beam computed tomography ,SKULL ,MECHANICAL behavior of materials ,POLYLACTIC acid ,POLYVINYL alcohol - Abstract
Background: Neurosurgical procedures are complex and require years of training and experience. Traditional training on human cadavers is expensive, requires facilities and planning, and raises ethical concerns. Therefore, the use of anthropomorphic phantoms could be an excellent substitute. The aim of the study was to design and develop a patient-specific 3D-skull and brain model with realistic CT-attenuation suitable for conventional and augmented reality (AR)-navigated neurosurgical simulations. Methods: The radiodensity of materials considered for the skull and brain phantoms were investigated using cone beam CT (CBCT) and compared to the radiodensities of the human skull and brain. The mechanical properties of the materials considered were tested in the laboratory and subsequently evaluated by clinically active neurosurgeons. Optimization of the phantom for the intended purposes was performed in a feedback cycle of tests and improvements. Results: The skull, including a complete representation of the nasal cavity and skull base, was 3D printed using polylactic acid with calcium carbonate. The brain was cast using a mixture of water and coolant, with 4 wt% polyvinyl alcohol and 0.1 wt% barium sulfate, in a mold obtained from segmentation of CBCT and T1 weighted MR images from a cadaver. The experiments revealed that the radiodensities of the skull and brain phantoms were 547 and 38 Hounsfield units (HU), as compared to real skull bone and brain tissues with values of around 1300 and 30 HU, respectively. As for the mechanical properties testing, the brain phantom exhibited a similar elasticity to real brain tissue. The phantom was subsequently evaluated by neurosurgeons in simulations of endonasal skull-base surgery, brain biopsies, and external ventricular drain (EVD) placement and found to fulfill the requirements of a surgical phantom. Conclusions: A realistic and CT-compatible anthropomorphic head phantom was designed and successfully used for simulated augmented reality-led neurosurgical procedures. The anatomic details of the skull base and brain were realistically reproduced. This phantom can easily be manufactured and used for surgical training at a low cost. [ABSTRACT FROM AUTHOR]
- Published
- 2022
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10. Diffuse reflectance spectroscopy: towards clinical application in breast cancer
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Evers, Daniel J., Nachabe, Rami, Vranken Peeters, Marie-Jeanne, van der Hage, Jos A., Oldenburg, Hester S., Rutgers, Emiel J., Lucassen, Gerald W., Hendriks, Benno H. W., Wesseling, Jelle, and Ruers, Theo J. M.
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- 2013
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11. Miniaturisation of High-NA Objectives for Optical Recording
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Hendriks, Benno H. W., van As, Marco A. J., and Bloemen, Pascal J. H.
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- 2003
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12. Imaging PPG for In Vivo Human Tissue Perfusion Assessment during Surgery.
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Lai, Marco, van der Stel, Stefan D., Groen, Harald C., van Gastel, Mark, Kuhlmann, Koert F. D., Ruers, Theo J. M., and Hendriks, Benno H. W.
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PHOTOPLETHYSMOGRAPHY ,PERFUSION ,SURGICAL excision ,INTESTINAL tumors ,OPERATIVE surgery ,SURGICAL complications - Abstract
Surgical excision is the golden standard for treatment of intestinal tumors. In this surgical procedure, inadequate perfusion of the anastomosis can lead to postoperative complications, such as anastomotic leakages. Imaging photoplethysmography (iPPG) can potentially provide objective and real-time feedback of the perfusion status of tissues. This feasibility study aims to evaluate an iPPG acquisition system during intestinal surgeries to detect the perfusion levels of the microvasculature tissue bed in different perfusion conditions. This feasibility study assesses three patients that underwent resection of a portion of the small intestine. Data was acquired from fully perfused, non-perfused and anastomosis parts of the intestine during different phases of the surgical procedure. Strategies for limiting motion and noise during acquisition were implemented. iPPG perfusion maps were successfully extracted from the intestine microvasculature, demonstrating that iPPG can be successfully used for detecting perturbations and perfusion changes in intestinal tissues during surgery. This study provides proof of concept for iPPG to detect changes in organ perfusion levels. [ABSTRACT FROM AUTHOR]
- Published
- 2022
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13. Hyperspectral Imaging for Tissue Classification after Advanced Stage Ovarian Cancer Surgery—A Pilot Study.
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van Vliet-Pérez, Sharline M., van de Berg, Nick J., Manni, Francesca, Lai, Marco, Rijstenberg, Lucia, Hendriks, Benno H. W., Dankelman, Jenny, Ewing-Graham, Patricia C., Nieuwenhuyzen-de Boer, Gatske M., and van Beekhuizen, Heleen J.
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PILOT projects ,SUPPORT vector machines ,OVARIAN tumors ,NEAR infrared spectroscopy ,OVARIAN epithelial cancer ,TUMOR classification ,CYTOREDUCTIVE surgery ,SPECTRUM analysis - Abstract
Simple Summary: Survival of ovarian cancer patients largely relies on the surgical removal of all cancer cells. To achieve this, good vision is crucial. In this study, we evaluate the ability of hyperspectral imaging to detect ovarian cancer. Images of surgically removed tissue samples of 11 patients were taken and compared to histopathology in order to train machine learning software. For training purposes, only healthy tissues and tissues with high tumor cell content (>50%) were included. In total, 26 tissue samples and 26,446 data points of 10 patients were included. Tissue classification as either tumorous or healthy was evaluated by leave-one-out cross-validation. This resulted in a power of 0.83, a sensitivity of 0.81, a specificity of 0.70 and a Matthew's correlation coefficient of 0.41. To conclude, this study shows that hyperspectral imaging can be used to recognize ovarian cancer. In the future, the technique may enable real-time image guidance during surgery. The most important prognostic factor for the survival of advanced-stage epithelial ovarian cancer (EOC) is the completeness of cytoreductive surgery (CRS). Therefore, an intraoperative technique to detect microscopic tumors would be of great value. The aim of this pilot study is to assess the feasibility of near-infrared hyperspectral imaging (HSI) for EOC detection in ex vivo tissue samples. Images were collected during CRS in 11 patients in the wavelength range of 665–975 nm, and processed by calibration, normalization, and noise filtering. A linear support vector machine (SVM) was employed to classify healthy and tumorous tissue (defined as >50% tumor cells). Classifier performance was evaluated using leave-one-out cross-validation. Images of 26 tissue samples from 10 patients were included, containing 26,446 data points that were matched to histopathology. Tumorous tissue could be classified with an area under the curve of 0.83, a sensitivity of 0.81, a specificity of 0.70, and Matthew's correlation coefficient of 0.41. This study paves the way to in vivo and intraoperative use of HSI during CRS. Hyperspectral imaging can scan a whole tissue surface in a fast and non-contact way. Our pilot study demonstrates that HSI and SVM learning can be used to discriminate EOC from surrounding tissue. [ABSTRACT FROM AUTHOR]
- Published
- 2022
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14. Steering light in fiber-optic medical devices: a patent review.
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Losch, Merle S., Kardux, Famke, Dankelman, Jenny, and Hendriks, Benno H. W.
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MEDICAL patents ,MEDICAL equipment ,ANGULAR distribution (Nuclear physics) ,LIGHT propagation ,BEAM steering - Abstract
Steering light is relevant to many medical applications that require tissue illumination, sensing, or modification. To control the propagation direction of light beams, a great variety of innovative fiber-optic medical devices have been designed. This review provides a comprehensive overview of the patent literature on light beam control in fiber-optic medical devices. The Web of Science Derwent Innovation Index database was scanned, and 81 patents on fiber-optic devices published in the last 20 years (2001–2021) were retrieved and categorized based on the working principle to steer light (refraction/reflection, scattering, diffraction) and the design strategy that was employed (within fiber, at fiber end, outside fiber). Patents describing medical devices were found for all categories, except for generating diffraction at the fiber end surface. The insight in the different designs reveals that there are still several opportunities to design innovative devices that can collect light at an angle off-axis, reduce the angular distribution of light, or split light into multiple beams. [ABSTRACT FROM AUTHOR]
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- 2022
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15. Augmented reality navigation for cranial biopsy and external ventricular drain insertion.
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Skyrman, Simon, Lai, Marco, Edström, Erik, Burström, Gustav, Förander, Petter, Homan, Robert, Kor, Flip, Holthuizen, Ronald, Hendriks, Benno H. W., Persson, Oscar, and Elmi-Terander, Adrian
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- 2021
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16. Optical Pick-up for Blue Optical Recording at NA = 0.85
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Hendriks, Benno H. W., Schleipen, Jean, Stallinga, Sjoerd, and van Houten, Henk
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- 2001
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17. Toward assessment of resection margins using hyperspectral diffuse reflection imaging (400-1,700 nm) during tongue cancer surgery.
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Brouwer de Koning, Susan G., Weijtmans, Pim, Karakullukcu, M. Baris, Shan, Caifeng, Baltussen, Elisabeth J. M., Smit, Laura A., Veen, Robert L. P., Hendriks, Benno H. W., Sterenborg, Henricus J. C. M., Ruers, Theo J. M., and van Veen, Robert L P
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- 2020
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18. Fusion of augmented reality imaging with the endoscopic view for endonasal skull base surgery; a novel application for surgical navigation based on intraoperative cone beam computed tomography and optical tracking.
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Lai, Marco, Skyrman, Simon, Shan, Caifeng, Babic, Drazenko, Homan, Robert, Edström, Erik, Persson, Oscar, Burström, Gustav, Elmi-Terander, Adrian, Hendriks, Benno H. W., and de With, Peter H. N.
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SKULL base ,CONE beam computed tomography ,OPTICAL tomography ,AUGMENTED reality ,SKULL surgery ,OPTICAL computing - Abstract
Objective: Surgical navigation is a well-established tool in endoscopic skull base surgery. However, navigational and endoscopic views are usually displayed on separate monitors, forcing the surgeon to focus on one or the other. Aiming to provide real-time integration of endoscopic and diagnostic imaging information, we present a new navigation technique based on augmented reality with fusion of intraoperative cone beam computed tomography (CBCT) on the endoscopic view. The aim of this study was to evaluate the accuracy of the method. Material and methods: An augmented reality surgical navigation system (ARSN) with 3D CBCT capability was used. The navigation system incorporates an optical tracking system (OTS) with four video cameras embedded in the flat detector of the motorized C-arm. Intra-operative CBCT images were fused with the view of the surgical field obtained by the endoscope's camera. Accuracy of CBCT image co-registration was tested using a custom-made grid with incorporated 3D spheres. Results: Co-registration of the CBCT image on the endoscopic view was performed. Accuracy of the overlay, measured as mean target registration error (TRE), was 0.55 mm with a standard deviation of 0.24 mm and with a median value of 0.51mm and interquartile range of 0.39˗˗0.68 mm. Conclusion: We present a novel augmented reality surgical navigation system, with fusion of intraoperative CBCT on the endoscopic view. The system shows sub-millimeter accuracy. [ABSTRACT FROM AUTHOR]
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- 2020
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19. Influence of neoadjuvant chemotherapy on diffuse reflectance spectra of tissue in breast surgery specimens.
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de Boer, Lisanne L., Kho, Esther, Jóźwiak, Katarzyna, Van de Vijver, Koen K., Vrancken Peeters, Marie-Jeanne T. F. D., van Duijnhoven, Frederieke, Hendriks, Benno H. W., Sterenborg, Henricus J. C. M., and Ruers, Theo J. M.
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BREAST surgery ,BREAST ,BREAST cancer surgery ,GENERALIZED estimating equations ,LUMPECTOMY ,CANCER chemotherapy - Abstract
Diffuse reflectance spectroscopy (DRS) can discriminate different tissue types based on optical characteristics. Since this technology has the ability to detect tumor tissue, several groups have proposed to use DRS for margin assessment during breast-conserving surgery for breast cancer. Nowadays, an increasing number of patients with breast cancer are being treated by neoadjuvant chemotherapy. Limited research has been published on the influence of neoadjuvant chemotherapy on the optical characteristics of the tissue. Hence, it is unclear whether margin assessment based on DRS is feasible in this specific group of patients. We investigate whether there is an effect of neoadjuvant chemotherapy on optical measurements of breast tissue. To this end, DRS measurements were performed on 92 ex-vivo breast specimens from 92 patients, treated with neoadjuvant chemotherapy and without neoadjuvant chemotherapy. Generalized estimating equation (GEE) models were generated, comparing the measurements of patients with and without neoadjuvant chemotherapy in datasets of different tissue types using a significance level of 5%. As input for the GEE models, either the intensity at a specific wavelength or a fit parameter, derived from the spectrum, was used. In the evaluation of the intensity, no influence of neoadjuvant chemotherapy was found, since none of the wavelengths were significantly different between the measurements with and the measurements without neoadjuvant chemotherapy in any of the datasets. These results were confirmed by the analysis of the fit parameters, which showed a significant difference for the amount of collagen in only one dataset. All other fit parameters were not significant for any of the datasets. These findings may indicate that assessment of the resection margin with DRS is also feasible in the growing population of breast cancer patients who receive neoadjuvant chemotherapy. However, it is possible that we did not detect neoadjuvant chemotherapy effect in the some of the datasets due to the small number of measurements in those datasets. [ABSTRACT FROM AUTHOR]
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- 2019
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20. Diffuse reflectance spectroscopy, a potential optical sensing technology for the detection of cortical breaches during spinal screw placement.
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Swamy, Akash, Burström, Gustav, Spliethoff, Jarich W., Babic, Drazenko, Reich, Christian, Groen, Joanneke, Edström, Erik, Terander, Adrian Elmi, Racadio, John M., Dankelman, Jenny, and Hendriks, Benno H. W.
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REFLECTANCE spectroscopy ,COMPACT bone ,CANCELLOUS bone ,MINIMALLY invasive procedures ,TECHNOLOGY ,OSTEORADIOGRAPHY ,FLUOROSCOPY - Abstract
Safe and accurate placement of screws remains a critical issue in open and minimally invasive spine surgery. We propose to use diffuse reflectance (DR) spectroscopy as a sensing technology at the tip of a surgical instrument to ensure a safe path of the instrument through the cancellous bone of the vertebrae. This approach could potentially reduce the rate of cortical bone breaches, thereby resulting in fewer neural and vascular injuries during spinal fusion surgery. In our study, DR spectra in the wavelength ranges of 400 to 1600 nm were acquired from cancellous and cortical bone from three human cadavers. First, it was investigated whether these spectra can be used to distinguish between the two bone types based on fat, water, and blood content along with photon scattering. Subsequently, the penetration of the bone by an optical probe was simulated using the Monte-Carlo (MC) method, to study if the changes in fat content along the probe path would still enable distinction between the bone types. Finally, the simulation findings were validated via an experimental insertion of an optical screw probe into the vertebra aided by x-ray image guidance. The DR spectra indicate that the amount of fat, blood, and photon scattering is significantly higher in cancellous bone than in cortical bone (p < 0.01), which allows distinction between the bone types. The MC simulations showed a change in fat content more than 1 mm before the optical probe came in contact with the cortical bone. The experimental insertion of the optical screw probe gave similar results. This study shows that spectral tissue sensing, based on DR spectroscopy at the instrument tip, is a promising technology to identify the transition zone from cancellous to cortical vertebral bone. The technology therefore has the potential to improve the safety and accuracy of spinal screw placement procedures. [ABSTRACT FROM AUTHOR]
- Published
- 2019
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21. Toward complete oral cavity cancer resection using a handheld diffuse reflectance spectroscopy probe.
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de Koning, Susan G. Brouwer, Baltussen, Elisabeth J. M., Karakullukcu, M. Baris, Dashtbozorg, Behdad, Smit, Laura A., Dirven, Richard, Hendriks, Benno H. W., Sterenborg, Henricus J. C. M., and Ruersa, Theo J. M.
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REFLECTANCE spectroscopy ,ORAL cancer ,SUPPORT vector machines ,ONCOLOGIC surgery ,SQUAMOUS cell carcinoma - Abstract
This ex-vivo study evaluates the feasibility of diffuse reflectance spectroscopy (DRS) for discriminating tumor from healthy tissue, with the aim to develop a technology that can assess resection margins for the presence of tumor cells during oral cavity cancer surgery. Diffuse reflectance spectra were acquired on fresh surgical specimens from 28 patients with oral cavity squamous cell carcinoma. The spectra (400 to 1600 nm) were detected after illuminating tissue with a source fiber at 0.3-, 0.7-, 1.0-, and 2.0-mm distances from a detection fiber, obtaining spectral information from different sampling depths. The spectra were correlated with histopathology. A total of 76 spectra were obtained from tumor tissue and 110 spectra from healthy muscle tissue. The first- and second-order derivatives of the spectra were calculated and a classification algorithm was developed using fivefold cross validation with a linear support vector machine. The best results were obtained by the reflectance measured with a 1-mm source-detector distance (sensitivity, specificity, and accuracy are 89%, 82%, and 86%, respectively). DRS can accurately discriminate tumor from healthy tissue in an ex-vivo setting using a 1-mm source-detector distance. Accurate validation methods are warranted for larger sampling depths to allow for guidance during oral cavity cancer excision. [ABSTRACT FROM AUTHOR]
- Published
- 2018
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22. Real-time oncological guidance using diffuse reflectance spectroscopy in electrosurgery: the effect of coagulation on tissue discrimination.
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Adank, Maartje W., Fleischer, Julie C., Dankelman, Jenny, and Hendriks, Benno H. W.
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ONCOLOGY ,BREAST surgery ,IATROGENIC diseases ,REFLECTANCE spectroscopy ,ELECTROSURGERY - Abstract
In breast surgery, a lack of knowledge about what is below the tissue surface may lead to positive tumor margins and iatrogenic damage. Diffuse reflectance spectroscopy (DRS) is a spectroscopic technique that can distinguish between healthy and tumor tissue making it a suitable technology for intraoperative guidance. However, because tumor surgeries are often performed with an electrosurgical knife, the effect of a coagulated tissue layer on DRS measurements must be taken into account. It is evaluated whether real-time DRS measurements obtained with a photonic electrosurgical knife could provide useful information of tissue properties also when tissue is coagulated and cut. The size of the coagulated area is determined and the effect of its presence on DR spectra is studied using ex vivo porcine adipose and muscle tissue. A coagulated tissue layer with a depth of 0.1 to 0.4 mm is observed after coagulating muscle with an electrosurgical knife. The results show that the effect of coagulating adipose tissue is negligible. Using the fat/water ratio’s calculated from the measured spectra of the photonic electrosurgical knife, it was possible to determine the distance from the instrument tip to a tissue transition during cutting. In conclusion, the photonic electrosurgical knife can determine tissue properties of coagulated and cut tissue and has, therefore, the potential to provide real-time feedback about the presence of breast tumor margins during cutting, helping surgeons to establish negative margins and improve patient outcome. [ABSTRACT FROM AUTHOR]
- Published
- 2018
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23. Correction: Fusion of augmented reality imaging with the endoscopic view for endonasal skull base surgery; a novel application for surgical navigation based on intraoperative cone beam computed tomography and optical tracking.
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Lai, Marco, Skyrman, Simon, Shan, Caifeng, Babic, Drazenko, Homan, Robert, Edström, Erik, Persson, Oscar, Burström, Gustav, Elmi-Terander, Adrian, Hendriks, Benno H. W., and de With, Peter H. N.
- Subjects
SKULL base ,CONE beam computed tomography ,OPTICAL tomography ,SKULL surgery ,AUGMENTED reality ,OPTICAL computing - Published
- 2020
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24. Optical signature of nerve tissue-Exploratory ex vivo study comparing optical, histological, and molecular characteristics of different adipose and nerve tissues.
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Balthasar, Andrea J R, Bydlon, Torre M, Ippel, Hans, van der Voort, Marjolein, Hendriks, Benno H W, Lucassen, Gerald W, van Geffen, Geert-Jan, van Kleef, Maarten, van Dijk, Paul, and Lataster, Arno
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- 2018
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25. Nerve detection using optical spectroscopy, an evaluation in four different models: In human and swine, in-vivo, and post mortem.
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Langhout, Gerrit C., Bydlon, Torre M., van der Voort, Marjolein, Müller, Manfred, Kortsmit, Jeroen, Lucassen, Gerald, Balthasar, Andrea J. R., van Geffen, Geert‐Jan, Steinfeldt, Thorsten, Sterenborg, Henricus J. C. M., Hendriks, Benno H. W., Ruers, Theo J. M., and van Geffen, Geert-Jan
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- 2018
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26. Optimal endobronchial tool sizes for targeting lung lesions based on 3D modeling.
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Bydlon, Torre M., Langhout, Gerrit C., Lalezari, Ferry, Hartemink, Koen J., Nijkamp, Jasper, Brouwer de Koning, Susan G., Burgers, Sjaak, Hendriks, Benno H. W., and Ruers, Theodoor J. M.
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LUNG diseases ,CHEST examination ,COMPUTED tomography ,BIOPSY ,PRECANCEROUS conditions ,PATIENTS - Abstract
Background: For patients with suspicious lung lesions found on chest x-ray or CT, endo/trans- bronchial biopsy of the lung is the preferred method for obtaining a diagnosis. With the addition of new screening programs, a higher number of patients will require diagnostic biopsy which will prove even more challenging due to the small size of lesions found with screening. There are many endobronchial tools available on the market today and a wide range of new tools under investigation to improve diagnostic yield. However, there is little information available about the optimal tool size required to reach the majority of lesions, especially peripheral ones. In this manuscript we investigate the percentage of lesions that can be reached for various diameter tools if the tools remain inside the airways (i.e. endobronchial biopsy) and the distance a tool must travel “off-road” (or outside of the airways) to reach all lesions. Methods and findings: To further understand the distribution of lung lesions with respect to airway sizes and distances from the airways, six 3D models of the lung were generated. The airways were modeled at two different respiratory phases (inspiration and expiration). Three sets of 1,000 lesions were randomly distributed throughout the lung for each respiratory phase. The simulations showed that the percentage of reachable lesions decreases with increasing tool diameter and decreasing lesion diameter. A 1mm diameter tool will reach <25% of 1cm lesions if it remains inside the airways. To reach all 1cm lesions this 1mm tool would have to navigate through the parenchyma up to 8.5mm. CT scans of 21 patient lesions confirm these results reasonably well. Conclusions: The smaller the tool diameter the more likely it will be able to reach a lung lesion, whether it be for diagnostic biopsy, ablation, or resection. However, even a 1mm tool is not small enough to reach the majority of small (1-2cm) lesions. Therefore, it is necessary for endobronchial tools to be able to navigate through the parenchyma to reach the majority of lesions. [ABSTRACT FROM AUTHOR]
- Published
- 2017
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27. Diffuse reflectance spectroscopy as a tool for real-time tissue assessment during colorectal cancer surgery.
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Baltussen, Elisabeth J. M., Snaebjornsson, Petur, Brouwer de Koning, Susan G., Sterenborg, Henricus J. C. M., Aalbers, Arend G. J., Kok, Niels, Beets, Geerard L., Hendriks, Benno H. W., Kuhlmann, Koert F. D., and Ruers, Theo J. M.
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COLON cancer treatment ,COLON surgery ,TISSUE analysis ,SURGICAL complications ,REFLECTANCE spectroscopy ,MACHINE learning - Abstract
Colorectal surgery is the standard treatment for patients with colorectal cancer. To overcome two of the main challenges, the circumferential resection margin and postoperative complications, real-time tissue assessment could be of great benefit during surgery. In this ex vivo study, diffuse reflectance spectroscopy (DRS) was used to differentiate tumor tissue from healthy surrounding tissues in patients with colorectal neoplasia. DRS spectra were obtained from tumor tissue, healthy colon, or rectal wall and fat tissue, for every patient. Data were randomly divided into training (80%) and test (20%) sets. After spectral band selection, the spectra were classified using a quadratic classifier and a linear support vector machine. Of the 38 included patients, 36 had colorectal cancer and 2 had an adenoma. When the classifiers were applied to the test set, colorectal cancer could be discriminated from healthy tissue with an overall accuracy of 0.95 (±0.03). This study demonstrates the possibility to separate colorectal cancer from healthy surrounding tissue by applying DRS. High classification accuracies were obtained both in homogeneous and inhomogeneous tissues. This is a fundamental step toward the development of a tool for real-time in vivo tissue assessment during colorectal surgery. [ABSTRACT FROM AUTHOR]
- Published
- 2017
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28. In vivo characterization of colorectal metastases in human liver using diffuse reflectance spectroscopy: toward guidance in oncological procedures.
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Spliethoff, Jarich W., de Boer, Lisanne L., Meier, Mark A. J., Prevoo, Warner, de Jong, Jeroen, Kuhlmann, Koert, Bydlon, Torre M., Sterenborg, Henricus J. C. M., Hendriks, Benno H. W., and Ruers, Theo J. M.
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OPTICAL reflection ,OPTICAL properties ,ONCOLOGY ,COLON cancer ,METASTASIS - Abstract
There is a strong need to develop clinical instruments that can perform rapid tissue assessment at the tip of smart clinical instruments for a variety of oncological applications. This study presents the first in vivo real-time tissue characterization during 24 liver biopsy procedures using diffuse reflectance (DR) spectroscopy at the tip of a core biopsy needle with integrated optical fibers. DR measurements were performed along each needle path, followed by biopsy of the target lesion using the same needle. Interventional imaging was coregistered with the DR spectra. Pathology results were compared with the DR spectroscopy data at the final measurement position. Bile was the primary discriminator between normal liver tissue and tumor tissue. Relative differences in bile content matched with the tissue diagnosis based on histopathological analysis in all 24 clinical cases. Continuous DR measurements during needle insertion in three patients showed that the method can also be applied for biopsy guidance or tumor recognition during surgery. This study provides an important validation step for DR spectroscopy-based tissue characterization in the liver. Given the feasibility of the outlined approach, it is also conceivable to make integrated fiber-optic tools for other clinical procedures that rely on accurate instrument positioning. [ABSTRACT FROM AUTHOR]
- Published
- 2016
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29. Nerve detection with optical spectroscopy for regional anesthesia procedures.
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Hendriks, Benno H. W., Balthasar, Andrea J. R., Lucassen, Gerald W., van der Voort, Marjolein, Mueller, Manfred, Pully, Vishnu V., Bydlon, Torre M., Reich, Christian, van Keersop, Arnold T. M. H., Kortsmit, Jeroen, Langhout, Gerrit C., van Gefen, Geert-Jan, and van Geffen, Geert-Jan
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CONDUCTION anesthesia , *HYPODERMIC needles , *OPTICAL spectroscopy , *TISSUE physiology , *SUPPORT vector machines , *SENSITIVITY & specificity (Statistics) , *NEUROANATOMY , *SPECTRUM analysis - Abstract
Background: Regional anesthesia has several advantages over general anesthesia but requires accurate needle placement to be effective. To achieve accurate placement, a needle equipped with optical fibers that allows tissue discrimination at the needle tip based on optical spectroscopy is proposed. This study investigates the sensitivity and specificity with which this optical needle can discriminate nerves from the surrounding tissues making use of different classification methods.Methods: Diffuse reflectance spectra were acquired from 1563 different locations from 19 human cadavers in the wavelength range of 400-1710 nm; measured tissue types included fascicular tissue of the nerve, muscle, sliding fat and subcutaneous fat. Physiological parameters of the tissues were derived from the measured spectra and part of the data was directly compared to histology. Various classification methods were then applied to the derived parameter dataset to determine the accuracy with which fascicular tissue of the nerve can be discriminated from the surrounding tissues.Results: From the parameters determined from the measured spectra of the various tissues surrounding the nerve, fat content, blood content, beta-carotene content and scattering were most distinctive when comparing fascicular and non-fascicular tissue. Support Vector Machine classification with a combination of feature selections performed best in discriminating fascicular nerve tissue from the surrounding tissues with a sensitivity and specificity around 90 %.Conclusions: This study showed that spectral tissue sensing, based on diffuse reflectance spectroscopy at the needle tip, is a promising technique to discriminate fascicular tissue of the nerve from the surrounding tissues. The technique may therefore improve accurate needle placement near the nerve which is necessary for effective nerve blocks in regional anesthesia. [ABSTRACT FROM AUTHOR]- Published
- 2015
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30. Diffuse reflectance spectroscopy accurately quantifies various degrees of liver steatosis in murine models of fatty liver disease.
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Westerkamp, Andrie C., Pully, Vishnu V., Karimian, Golnar, Bomfati, Fernanda, Veldhuis, Zwanida J., Wiersema-Buist, Janneke, Hendriks, Benno H. W., Lisman, Ton, and Porte, Robert J.
- Abstract
Background: A real-time objective evaluation for the extent of liver steatosis during liver transplantation is currently not available. Diffuse reflectance spectroscopy (DRS) rapidly and accurately assesses the extent of steatosis in human livers with mild steatosis. However, it is yet unknown whether DRS accurately quantifies moderate/severe steatosis and is able to distinguish between micro- and macrovesicular steatosis.Methods: C57BL/6JolaHsd mice were fed wit a choline-deficient L-amino acid-defined diet (CD-AA) or a choline-sufficient L-amino acid-defined control diet (CS-AA) for 3, 8, and 20 weeks. In addition B6.V-Lepob/OlaHsd (ob/ob) mice and their lean controls were studied. A total of 104 DRS measurements were performed in liver tissue ex vivo. The degree of steatosis was quantified from the DRS data and compared with histopathological analysis.Results: When assessed by histology, livers of mice fed with a CD-AA and CS-AA diet displayed macrovesicular steatosis (range 0-74 %), ob/ob mice revealed only microvesicular steatosis (range 75-80 %), and their lean controls showed no steatosis. The quantification of steatosis by DRS correlated well with pathology (correlation of 0.76 in CD-AA/CS-AA fed mice and a correlation of 0.75 in ob/ob mice). DRS spectra did not distinguish between micro- and macrovesicular steatosis. In samples from CD-AA/CS-AA fed mice, the DRS was able to distinguish between mild and moderate/severe steatosis with a sensitivity and specificity of 86 and 81 %, respectively.Conclusion: DRS can quantify steatosis with good agreement to histopathological analysis. DRS may be useful for real-time objective evaluation of liver steatosis during liver transplantation, especially to differentiate between mild and moderate/severe steatosis. [ABSTRACT FROM AUTHOR]- Published
- 2015
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31. Real-Time In Vivo Characterization of Primary Liver Tumors With Diffuse Optical Spectroscopy During Percutaneous Needle Interventions.
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Nachabé, Rami, Hendriks, Benno H. W., Schierling, Ross, Hales, Jasmine, Racadio, Judy M., Rottenberg, Sven, Ruers, Theo J. M., Babic, Drazenko, and Racadio, John M.
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- 2015
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32. Chromophore based analyses of steady-state diffuse reflectance spectroscopy: current status and perspectives for clinical adoption.
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Bydlon, Torre M., Nachabé, Rami, Ramanujam, Nimmi, Sterenborg, Henricus J. C. M., and Hendriks, Benno H. W.
- Abstract
Diffuse reflectance spectroscopy is a rapidly growing technology in the biophotonics community where it has shown promise in its ability to classify different tissues. In the steady-state domain a wide spectrum of clinical applications is supported with this technology ranging from diagnostic to guided interventions. Diffuse reflectance spectra provide a wealth of information about tissue composition; however, extracting biologically relevant information from the spectra in terms of chromophores may be more useful to gain acceptance into the clinical community. The chromophores that absorb light in the visible and near infrared wavelengths can provide information about tissue composition. The key characteristics of these chromophores and their relevance in different organs and clinical applications is the focus of this review, along with translating their use to the clinic. [ABSTRACT FROM AUTHOR]
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- 2015
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33. Validation of Interventional Fiber Optic Spectroscopy With MR Spectroscopy, MAS-NMR Spectroscopy, High-Performance Thin-Layer Chromatography, and Histopathology for Accurate Hepatic Fat Quantification.
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Nachabé, Rami, van der Hoorn, José W. A., van de Molengraaf, Roland, Lamerichs, Rolf, Pikkemaat, Jeroen, Sio, Charles F., Hendriks, Benno H. W., and Sterenborg, Henricus J. C. M.
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- 2012
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34. Optical detection of the brachial plexus for peripheral nerve blocks: an in vivo swine study.
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Brynolf M, Sommer M, Desjardins AE, van der Voort M, Roggeveen S, Bierhoff W, Hendriks BH, Rathmell JP, Kessels AG, Söderman M, Holmström B, Brynolf, Marcus, Sommer, Micha, Desjardins, Adrien E, van der Voort, Marjolein, Roggeveen, Stefan, Bierhoff, Walter, Hendriks, Benno H W, Rathmell, James P, and Kessels, Alfons G H
- Abstract
Background and Objectives: Accurate identification of nerves is critical to ensure safe and effective delivery of regional anesthesia during peripheral nerve blocks. Nerve stimulation is commonly used, but it is not perfect. Even when nerve stimulation is performed in conjunction with ultrasound guidance, determining when the needle tip is at the nerve target region can be challenging. In this in vivo pilot study, we investigated whether close proximity to the brachial plexus and penetration of the axillary artery can be identified with optical reflectance spectroscopy, using a custom needle stylet with integrated optical fibers.Methods: Ultrasound-guided insertions to place the needle tip near the brachial plexus at the axillary level were performed at multiple locations in 2 swine, with the stylet positioned in the cannula of a 20-gauge stimulation needle. During each insertion, optical reflectance spectra were acquired with the needle tip in skeletal muscle, at the surface of muscle fascia, and at the nerve target region; confirmation of the final needle position was provided by nerve stimulation. In addition, an insertion to the lumen of the axillary artery was performed in a third swine. Differences in the spectra were quantified with lipid and hemoglobin parameters that provide contrast for optical absorption by the respective chromophores.Results: The transition of the needle tip from skeletal muscle to the nerve target region was associated with higher lipid parameter values (P < 0.001) and lower hemoglobin parameter values (P < 0.001). The transition of the needle tip from muscle fascia to the nerve target region was associated with higher lipid parameter values (P = 0.001). Intraluminal access of the axillary artery was associated with an elevated hemoglobin parameter.Conclusions: Spectroscopic information obtained with the optical needle is distinct from nerve stimulation and complementary to ultrasound imaging, and it could potentially allow for reliable identification of the injection site during peripheral nerve blocks. [ABSTRACT FROM AUTHOR]- Published
- 2011
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35. Identification of the Epidural Space with Optical Spectroscopy.
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Rathmell, James P., Desjardins, Adrien E., van der Voort, Marjolein, Hendriks, Benno H. W., Nachabe, Rami, Roggeveen, Stefan, Babic, Drazenko, Söderman, Michael, Brynolf, Marcus, and Holmström, Bjöm
- Published
- 2010
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36. Enhancing Intraoperative Tissue Identification: Investigating a Smart Electrosurgical Knife's Functionality During Electrosurgery.
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Amiri SA, Dankelman J, and Hendriks BHW
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- Animals, Swine, Equipment Design, Surgery, Computer-Assisted methods, Surgery, Computer-Assisted instrumentation, Margins of Excision, Electrosurgery instrumentation, Electrosurgery methods, Phantoms, Imaging
- Abstract
Objective: Detecting the cancerous growth margin and achieving a negative margin is one of the challenges that surgeons face during cancer procedures. A smart electrosurgical knife with integrated optical fibers has been designed previously to enable real-time use of diffuse reflectance spectroscopy for intraoperative margin assessment. In this paper, the thermal effect of the electrosurgical knife on tissue sensing is investigated., Methods: Porcine tissues and phantoms were used to investigate the performance of the smart electrosurgical knife after electrosurgery. The fat-to-water content ratio (F/W-ratio) served as the discriminative parameter for distinguishing tissues and tissue mimicking phantoms with varying fat content. The F/W-ratio of tissues and phantoms was measured with the smart electrosurgical knife before and after 14 minutes of electrosurgery. Additionally, a layered porcine tissue and phantom were sliced and measured from top to bottom with the smart electrosurgical knife., Results: Mapping the thermal activity of the electrosurgical knife's electrode during animal tissue electrosurgery revealed temperatures exceeding 400 °C. Electrosurgery for 14 minutes had no impact on the device's accurate detection of the F/W-ratio. The smart electrosurgical knife enables real-time tissue detection and predicts the fat content of the next layer from 4 mm ahead., Conclusion: The design of the smart electrosurgical knife outlined in this paper demonstrates its potential utility for tissue detection during electrosurgery., Significance: In the future, the smart electrosurgical knife could be a valuable intraoperative margin assessment tool, aiding surgeons in detecting tumor borders and achieving negative margins.
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- 2024
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37. Imaging Photoplethysmography for Noninvasive Anastomotic Perfusion Assessment in Intestinal Surgery.
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van der Stel SD, Lai M, Groen HC, Witteveen M, Kuhlmann KFD, Grotenhuis BA, Kok NFM, van Gastel M, Hendriks BHW, and Ruers TJM
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- Humans, Quality of Life, Anastomosis, Surgical adverse effects, Anastomotic Leak etiology, Perfusion adverse effects, Indocyanine Green, Photoplethysmography adverse effects, Digestive System Surgical Procedures adverse effects
- Abstract
Introduction: Anastomotic leakage after gastrointestinal surgery has a high impact on patient's quality of life and its origin is associated with inadequate perfusion. Imaging photoplethysmography (iPPG) is a noninvasive imaging technique that measures blood-volume changes in the microvascular tissue bed and detects changes in tissue perfusion., Materials and Methods: Intraoperative iPPG imaging was performed in 29 patients undergoing an open segment resection of the small intestine or colon. During each surgery, imaging was performed on fully perfused (true positives) and ischemic intestines (true negatives) and the anastomosis (unknowns). Imaging consisted of a 30-s video from which perfusion maps were extracted, providing detailed information about blood flow within the intestine microvasculature. To detect the predictive capabilities of iPPG, true positive and true negative perfusion conditions were used to develop two different perfusion classification methods., Results: iPPG-derived perfusion parameters were highly correlated with perfusion-perfused or ischemic-in intestinal tissues. A perfusion confidence map distinguished perfused and ischemic intestinal tissues with 96% sensitivity and 86% specificity. Anastomosis images were scored as adequately perfused in 86% of cases and 14% inconclusive. The cubic-Support Vector Machine achieved 90.9% accuracy and an area under the curve of 96%. No anastomosis-related postoperative complications were encountered in this study., Conclusions: This study shows that noninvasive intraoperative iPPG is suitable for the objective assessment of small intestine and colon anastomotic perfusion. In addition, two perfusion classification methods were developed, providing the first step in an intestinal perfusion prediction model., (Copyright © 2022 Elsevier Inc. All rights reserved.)
- Published
- 2023
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38. Diffuse reflectance spectroscopy of the spine: improved breach detection with angulated fibers.
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Losch MS, Kardux F, Dankelman J, and Hendriks BHW
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Accuracy in spinal fusion varies greatly depending on the experience of the physician. Real-time tissue feedback with diffuse reflectance spectroscopy has been shown to provide cortical breach detection using a conventional probe with two parallel fibers. In this study, Monte Carlo simulations and optical phantom experiments were conducted to investigate how angulation of the emitting fiber affects the probed volume to allow for the detection of acute breaches. Difference in intensity magnitude between cancellous and cortical spectra increased with the fiber angle, suggesting that outward angulated fibers are beneficial in acute breach scenarios. Proximity to the cortical bone could be detected best with fibers angulated at θ f = 45 ∘ for impending breaches between θ p = 0 ∘ and θ p = 45 ∘ . An orthopedic surgical device comprising a third fiber perpendicular to the device axis could thus cover the full impending breach range from θ p = 0 ∘ to θ p = 90 ∘ ., Competing Interests: BHWH: Philips Research (E)., (© 2023 Optica Publishing Group under the terms of the Optica Open Access Publishing Agreement.)
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- 2023
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39. Tissue-mimicking phantom materials with tunable optical properties suitable for assessment of diffuse reflectance spectroscopy during electrosurgery.
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Amiri SA, Berckel PV, Lai M, Dankelman J, and Hendriks BHW
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Emerging intraoperative tumor margin assessment techniques require the development of more complex and reliable organ phantoms to assess the performance of the technique before its translation into the clinic. In this work, electrically conductive tissue-mimicking materials (TMMs) based on fat, water and agar/gelatin were produced with tunable optical properties. The composition of the phantoms allowed for the assessment of tumor margins using diffuse reflectance spectroscopy, as the fat/water ratio served as a discriminating factor between the healthy and malignant tissue. Moreover, the possibility of using polyvinyl alcohol (PVA) or transglutaminase in combination with fat, water and gelatin for developing TMMs was studied. The diffuse spectral response of the developed phantom materials had a good match with the spectral response of porcine muscle and adipose tissue, as well as in vitro human breast tissue. Using the developed recipe, anatomically relevant heterogeneous breast phantoms representing the optical properties of different layers of the human breast were fabricated using 3D-printed molds. These TMMs can be used for further development of phantoms applicable for simulating the realistic breast conserving surgery workflow in order to evaluate the intraoperative optical-based tumor margin assessment techniques during electrosurgery., Competing Interests: Authors affiliated to Delft University of Technology and Eindhoven University of Technology have no financial interests in any materials, equipment and subject matter, and have not received any payments from Philips. Only B.H.W.H with the Philips affiliation has a financial interests in the materials, equipment and subject matter, in the sense that he is employee of Philips. The system described in this article is a research prototype and not for commercial use., (© 2022 Optica Publishing Group under the terms of the Optica Open Access Publishing Agreement.)
- Published
- 2022
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40. Using Diffuse Reflectance Spectroscopy to Distinguish Tumor Tissue From Fibrosis in Rectal Cancer Patients as a Guide to Surgery.
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Baltussen EJM, Brouwer de Koning SG, Sanders J, Aalbers AGJ, Kok NFM, Beets GL, Hendriks BHW, Sterenborg HJCM, Kuhlmann KFD, and Ruers TJM
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- Fibrosis, Humans, Margins of Excision, Spectrum Analysis, Rectal Neoplasms diagnostic imaging, Rectal Neoplasms surgery
- Abstract
Background and Objectives: In patients with rectal cancer who received neoadjuvant (chemo)radiotherapy, fibrosis is induced in and around the tumor area. As tumors and fibrosis have similar visual and tactile feedback, they are hard to distinguish during surgery. To prevent positive resection margins during surgery and spare healthy tissue, it would be of great benefit to have a real-time tissue classification technology that can be used in vivo., Study Design/materials and Methods: In this study diffuse reflectance spectroscopy (DRS) was evaluated for real-time tissue classification of tumor and fibrosis. DRS spectra of fibrosis and tumor were obtained on excised rectal specimens. After normalization using the area under the curve, a support vector machine was trained using a 10-fold cross-validation., Results: Using spectra of pure tumor tissue and pure fibrosis tissue, we obtained a mean accuracy of 0.88. This decreased to a mean accuracy of 0.61 when tumor measurements were used in which a layer of healthy tissue, mainly fibrosis, was present between the tumor and the measurement surface., Conclusion: It is possible to distinguish pure fibrosis from pure tumor. However, when the measurements on tumor also involve fibrotic tissue, the classification accuracy decreases. Lasers Surg. Med. © 2019 Wiley Periodicals, Inc., (© 2019 Wiley Periodicals, Inc.)
- Published
- 2020
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41. Intraoperative tumor margin assessment using diffuse reflectance spectroscopy: the effect of electrosurgery on tissue discrimination using ex vivo animal tissue models.
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Amiri SA, Van Gent CM, Dankelman J, and Hendriks BHW
- Abstract
Using an intraoperative margin assessment technique during breast-conserving surgery (BCS) helps surgeons to decrease the risk of positive margin occurrence. Diffuse reflectance spectroscopy (DRS) has the potential to discriminate healthy breast tissue from cancerous tissue. We investigated the performance of an electrosurgical knife integrated with a DRS on porcine muscle and adipose tissue. Characterization of the formed debris on the optical fibers after electrosurgery revealed that the contamination is mostly burned tissue. Even with contaminated optical fibers, both tissues could still be discriminated with DRS based on fat/water ratio. Therefore, an electrosurgical knife integrated with DRS may be a promising technology to provide the surgeon with real-time guidance during BCS., Competing Interests: None of the authors who are affiliated with the Delft University of Technology (S.A. and J.D,) have financial interests in the subject matter, materials, or equipment or with any competing materials and did not receive any payments from Philips. The author affiliated with Philips Research (B.H.W.H.) has financial interests in the subject matter, materials, and equipment, in the sense that he is an employee of Philips. The prototype system described in this article is currently a research prototype and is not for commercial use., (© 2020 Optical Society of America under the terms of the OSA Open Access Publishing Agreement.)
- Published
- 2020
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42. Diffuse reflectance spectroscopy accurately identifies the pre-cortical zone to avoid impending pedicle screw breach in spinal fixation surgery.
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Burström G, Swamy A, Spliethoff JW, Reich C, Babic D, Hendriks BHW, Skulason H, Persson O, Elmi Terander A, and Edström E
- Abstract
Pedicle screw placement accuracy during spinal fixation surgery varies greatly and severe misplacement has been reported in 1-6.5% of screws. Diffuse reflectance (DR) spectroscopy has previously been shown to reliably discriminate between tissues in the human body. We postulate that it could be used to discriminate between cancellous and cortical bone. Therefore, the purpose of this study is to validate DR spectroscopy as a warning system to detect impending pedicle screw breach in a cadaveric surgical setting using typical clinical breach scenarios. DR spectroscopy was incorporated at the tip of an integrated pedicle screw and screw driver used for tissue probing during pedicle screw insertions on six cadavers. Measurements were collected in the wavelength range of 400-1600 nm and each insertion was planned to result in a breach. Measurements were labelled as cancellous, cortical or representing a pre-cortical zone (PCZ) in between, based on information from cone beam computed tomographies at corresponding positions. In addition, DR spectroscopy data was recorded after breach. Four typical pedicle breach types were performed, and a total of 45 pedicle breaches were recorded. For each breach direction, the technology was able to detect the transition of the screw tip from the cancellous bone to the PCZ (P < 0.001), to cortical bone (P < 0.001), and to a subsequent breach (P < 0.001). Using support vector machine (SVM) classification, breach could reliably be detected with a sensitivity of 98.3 % [94.3-100 %] and a specificity of 97.7 % [91.0-100 %]. We conclude that DR spectroscopy reliably identifies the area of transition from cancellous to cortical bone in typical breach scenarios and can warn the surgeon of impending pedicle breach, thereby resulting in safer spinal fixation surgeries., Competing Interests: None of the authors who are affiliated with clinical institutions (G.B., H.S., O.P., A.E.-T., and E.E.) have financial interests in the subject matter, materials, or equipment or with any competing materials and did not receive any payments from Philips. Karolinska University hospital and Philips Healthcare have a major collaboration agreement. A.S. is affiliated to Philips Research but not an employee and has no direct financial interest in the contents of this work. The other authors affiliated with Philips Research (J.W.S., C.R., D.B., and B.H.W.H.) have financial interests in the subject matter, materials, and equipment, in the sense that they are employees of Philips. The extent of influence on the data, manuscript structure and manuscript conclusions by these authors and/or Philips Research was limited to technical knowledge and input as well as performing biochemical fits of the raw spectral data. Authors without conflicts of interest had full control of all data labelling, data analysis and information submitted for publication and over all conclusions drawn in the manuscript. The prototype system described in this article is currently a research prototype and is not for commercial use., (© 2019 Optical Society of America under the terms of the OSA Open Access Publishing Agreement.)
- Published
- 2019
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43. Validation of diffuse reflectance spectroscopy with magnetic resonance imaging for accurate vertebral bone fat fraction quantification.
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Swamy A, Burström G, Spliethoff JW, Babic D, Ruschke S, Racadio JM, Edström E, Terander AE, Dankelman J, and Hendriks BHW
- Abstract
Safe and accurate placement of pedicle screws remains a critical step in open and minimally invasive spine surgery. The diffuse reflectance spectroscopy (DRS) technique may offer the possibility of intra-operative guidance for pedicle screw placement. Currently, Magnetic Resonance Imaging (MRI) is one of the most accurate techniques used to measure fat concentration in tissues. Therefore, the purpose of this study is to compare the accuracy of fat content measured invasively in vertebrae using DRS and validate it against the Proton density fat fraction (PDFF) derived via MRI. Chemical shift-encoding-based water-fat imaging of the spine was first performed on six cadavers. PDFF images were computed and manually segmented. 23 insertions using a custom-made screw probe with integrated optical fibers were then performed under cone beam computer tomography (CBCT). DR spectra were recorded at several positions along the trajectory as the optical screw probe was inserted turn by turn into the vertebral body. Fat fractions determined via DRS and MRI techniques were compared by spatially correlating the optical screw probe position within the vertebrae on CBCT images with respect to the PDFF images. The fat fraction determined by DRS was found to have a high correlation with those determined by MRI, with a Pearson coefficient of 0.950 (P< 0.001) as compared with PDFF measurements calculated from the MRI technique. Additionally, the two techniques were found to be comparable for fat fraction quantification within vertebral bodies (R
2 = 0.905)., Competing Interests: The authors who are affiliated with Philips Research (B.H.W.H., J.W.S., D.B.) only have financial interests in the subject matter, materials, and equipment, in the sense that they are an employee of Philips. None of the other authors have any financial relationship or conflict of interests.- Published
- 2019
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44. Toward complete oral cavity cancer resection using a handheld diffuse reflectance spectroscopy probe.
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Brouwer de Koning SG, Baltussen EJM, Karakullukcu MB, Dashtbozorg B, Smit LA, Dirven R, Hendriks BHW, Sterenborg HJCM, and Ruers TJM
- Subjects
- Algorithms, Humans, Image Processing, Computer-Assisted, Linear Models, Netherlands, Prognosis, Reproducibility of Results, Sensitivity and Specificity, Spectroscopy, Near-Infrared, Support Vector Machine, Surgical Oncology methods, Carcinoma, Squamous Cell diagnostic imaging, Carcinoma, Squamous Cell surgery, Mouth Neoplasms diagnostic imaging, Mouth Neoplasms surgery, Spectrophotometry
- Abstract
This ex-vivo study evaluates the feasibility of diffuse reflectance spectroscopy (DRS) for discriminating tumor from healthy tissue, with the aim to develop a technology that can assess resection margins for the presence of tumor cells during oral cavity cancer surgery. Diffuse reflectance spectra were acquired on fresh surgical specimens from 28 patients with oral cavity squamous cell carcinoma. The spectra (400 to 1600 nm) were detected after illuminating tissue with a source fiber at 0.3-, 0.7-, 1.0-, and 2.0-mm distances from a detection fiber, obtaining spectral information from different sampling depths. The spectra were correlated with histopathology. A total of 76 spectra were obtained from tumor tissue and 110 spectra from healthy muscle tissue. The first- and second-order derivatives of the spectra were calculated and a classification algorithm was developed using fivefold cross validation with a linear support vector machine. The best results were obtained by the reflectance measured with a 1-mm source-detector distance (sensitivity, specificity, and accuracy are 89%, 82%, and 86%, respectively). DRS can accurately discriminate tumor from healthy tissue in an ex-vivo setting using a 1-mm source-detector distance. Accurate validation methods are warranted for larger sampling depths to allow for guidance during oral cavity cancer excision., ((2018) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE).)
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- 2018
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45. In vivo nerve identification in head and neck surgery using diffuse reflectance spectroscopy.
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Langhout GC, Kuhlmann KFD, Schreuder P, Bydlon T, Smeele LE, van den Brekel MWM, Sterenborg HJCM, Hendriks BHW, and Ruers TJM
- Abstract
Background: Careful identification of nerves during head and neck surgery is essential to prevent nerve damage. Currently, nerves are identified based on anatomy and appearance, optionally combined with electromyography (EMG). In challenging cases, nerve damage is reported in up to 50%. Recently, optical techniques, like diffuse reflectance spectroscopy (DRS) and fluorescence spectroscopy (FS) show potential to improve nerve identification., Methods: 212 intra-operative DRS/FS measurements were performed. Small nerve branches (1-3 mm), on near-nerve adipose tissue, muscle and subcutaneous fat were measured during 11 surgical procedures. Tissue identification was based on quantified concentrations of optical absorbers and scattering parameters., Results: Clinically comprehensive parameters showed significant differences (<0.05) between the tissues. Classification using k-Nearest Neighbor resulted in 100% sensitivity and a specificity of 83% (accuracy 91%), for the identification of nerve against surrounding tissues., Conclusions: DRS/FS is a potentially useful intraoperative tool for identification of nerves from adjacent tissues., Level of Evidence: Observational proof of principle study.
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- 2018
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46. Using DRS during breast conserving surgery: identifying robust optical parameters and influence of inter-patient variation.
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de Boer LL, Hendriks BH, van Duijnhoven F, Peeters-Baas MT, Van de Vijver K, Loo CE, Jóźwiak K, Sterenborg HJ, and Ruers TJ
- Abstract
Successful breast conserving surgery consists of complete removal of the tumor while sparing healthy surrounding tissue. Despite currently available imaging and margin assessment tools, recognizing tumor tissue at a resection margin during surgery is challenging. Diffuse reflectance spectroscopy (DRS), which uses light for tissue characterization, can potentially guide surgeons to prevent tumor positive margins. However, inter-patient variation and changes in tissue physiology occurring during the resection might hamper this light-based technology. Here we investigate how inter-patient variation and tissue status ( in vivo vs ex vivo ) affect the performance of the DRS optical parameters. In vivo and ex vivo measurements of 45 breast cancer patients were obtained and quantified with an analytical model to acquire the optical parameters. The optical parameter representing the ratio between fat and water provided the best discrimination between normal and tumor tissue, with an area under the receiver operating characteristic curve of 0.94. There was no substantial influence of other patient factors such as menopausal status on optical measurements. Contrary to expectations, normalization of the optical parameters did not improve the discriminative power. Furthermore, measurements taken in vivo were not significantly different from the measurements taken ex vivo . These findings indicate that DRS is a robust technology for the detection of tumor tissue during breast conserving surgery.
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- 2016
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47. In vivo tumor identification of colorectal liver metastases with diffuse reflectance and fluorescence spectroscopy.
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Tanis E, Evers DJ, Spliethoff JW, Pully VV, Kuhlmann K, van Coevorden F, Hendriks BH, Sanders J, Prevoo W, and Ruers TJ
- Subjects
- Adult, Aged, Female, Humans, Male, Middle Aged, Sensitivity and Specificity, Single-Blind Method, Spectrometry, Fluorescence, Colorectal Neoplasms pathology, Liver Neoplasms diagnosis, Liver Neoplasms secondary, Optical Imaging methods
- Abstract
Background and Objective: Over the last decade, an increasing effort has been put towards the implementation of optical guidance techniques to aid surgeons during cancer surgery. Diffuse reflectance spectroscopy (DRS) and fluorescence spectroscopy (FS) are two of these new techniques. The objective of this study is to investigate whether in vivo optical spectroscopy is able to accurately discriminate colorectal liver metastases (CRLM) from normal liver tissue in vivo., Materials and Methods: DRS and FS were incorporated at the tip of a needle and were used for in vivo tissue differentiation during resection of CRLM. Measurements were taken in and around the tumor lesions and measurement sites were marked and correlated to histology (i.e., normal liver tissue or tumor tissue). Patients with and without neoadjuvant systemic chemotherapy were included into the study., Results: Four hundred and eighty-four measurements were taken in and near 19 liver lesions prior to resection. Overall sensitivity and specificity for DRS was 95% and 92%, respectively. Bile was the most discriminative parameter. The addition of FS did not improve the overall accuracy. Sensitivity and specificity was not hampered by neo-adjuvant chemotherapy; sensitivity and specificity after neo-adjuvant chemotherapy were 92% and 100%, respectively., Conclusion: We have successfully integrated spectroscopy technology into a disposable 15 Gauge optical needle and we have shown that DRS and FS can accurately discriminate CRLM from normal liver tissue in the in vivo setting regardless of whether the patient was pre-treated with systemic therapy. This technique makes in vivo guidance accessible for common surgical practice. Lasers Surg. Med. 48:820-827, 2016. © 2016 Wiley Periodicals, Inc., (© 2016 Wiley Periodicals, Inc.)
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- 2016
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48. Spectral sensing for tissue diagnosis during lung biopsy procedures: The importance of an adequate internal reference and real-time feedback.
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Spliethoff JW, de Boer LL, Meier MAJ, Prevoo W, de Jong J, Bydlon TM, Sterenborg HJCM, Burgers JA, Hendriks BHW, and Ruers TJM
- Subjects
- Diffusion Magnetic Resonance Imaging, Humans, Optical Imaging, Tomography, X-Ray Computed, Tumor Burden, Image-Guided Biopsy methods, Image-Guided Biopsy standards, Lung Neoplasms diagnosis
- Abstract
Objectives: Difficulties in obtaining a representative tissue sample are a major obstacle in timely selecting the optimal treatment for patients with lung cancer or other malignancies. Having a modality to provide needle guidance and confirm the biopsy site selection could be of great clinical benefit, especially when small masses are targeted. The objective of this study was to evaluate whether diffuse reflectance spectroscopy (DRS) at the tip of a core biopsy needle can be used for biopsy site confirmation in real time, thereby enabling optimized biopsy acquisition and improving diagnostic capability., Materials and Methods: We included a total of 23 patients undergoing a routine computed tomography (CT) guided transthoracic needle biopsy of a lesion suspected for lung cancer or metastatic disease. DRS measurements were acquired during needle insertion and clinically relevant parameters were extracted from the spectral data along the needle paths. Histopathology results were compared with the DRS data at the final measurement position., Results: Analysis of the collective data acquired from all enrolled subjects showed significant differences (p<0.01) for blood content, stO2, water content, and scattering amplitude. The identified spectral contrast matched the final pathology in 20 out of 22 clinical cases that could be used for analysis, which corresponds with an overall diagnostic performance of 91%. Three cases underlined the importance of adequate reference measurements and the need for real time diagnostic feedback. Continuous real time DRS measurements performed during a biopsy procedure in one patient provided clear information with respect to the variation in tissue and allowed identification of the tumour boundary., Conclusions: The presented technology creates a basis for the design and clinical implementation of integrated fibre-optic tools for a variety of minimal invasive applications., (Copyright © 2016 Elsevier Ireland Ltd. All rights reserved.)
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- 2016
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49. Real-time In Vivo Tissue Characterization with Diffuse Reflectance Spectroscopy during Transthoracic Lung Biopsy: A Clinical Feasibility Study.
- Author
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Spliethoff JW, Prevoo W, Meier MA, de Jong J, Klomp HM, Evers DJ, Sterenborg HJ, Lucassen GW, Hendriks BH, and Ruers TJ
- Subjects
- Adult, Aged, Biopsy, Needle methods, Feasibility Studies, Fiber Optic Technology methods, Humans, Middle Aged, Reproducibility of Results, Spectrum Analysis methods, Lung pathology, Lung Neoplasms pathology
- Abstract
Purpose: This study presents the first in vivo real-time tissue characterization during image-guided percutaneous lung biopsies using diffuse reflectance spectroscopy (DRS) sensing at the tip of a biopsy needle with integrated optical fibers., Experimental Design: Tissues from 21 consented patients undergoing lung cancer surgery were measured intraoperatively using the fiber-optic platform capable of assessing various physical tissue properties highly correlated to tissue architecture and composition. In addition, the method was tested for clinical use by performing DRS tissue sensing during 11 routine biopsy procedures in patients with suspected lung cancer., Results: We found that water content and scattering amplitude are the primary discriminators for the transition from healthy lung tissue to tumor tissue and that the reliability of these parameters is not affected by the amount of blood at the needle tip. In the 21 patients measured intraoperatively, the water-to-scattering ratio yielded a 56% to 81% contrast difference between tumor and surrounding tissue. Analysis of the 11 image-guided lung biopsy procedures showed that the tissue diagnosis derived from DRS was diagnostically discriminant in each clinical case., Conclusions: DRS tissue sensing integrated into a biopsy needle may be a powerful new tool for biopsy guidance that can be readily used in routine diagnostic lung biopsy procedures. This approach may not only help to increase the successful biopsy yield for histopathologic analysis, but may also allow specific sampling of vital tumor tissue for genetic profiling., (©2015 American Association for Cancer Research.)
- Published
- 2016
- Full Text
- View/download PDF
50. Monitoring of tumor radio frequency ablation using derivative spectroscopy.
- Author
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Spliethoff JW, Tanis E, Evers DJ, Hendriks BH, Prevoo W, and Ruers TJ
- Subjects
- Blood Coagulation, Hemoglobins analysis, Hemoglobins chemistry, Humans, Liver injuries, Liver radiation effects, Liver surgery, Catheter Ablation adverse effects, Liver Neoplasms surgery, Spectrum Analysis methods
- Abstract
Despite the widespread use of radio frequency (RF) ablation, an effective way to assess thermal tissue damage during and after the procedure is still lacking. We present a method for monitoring RF ablation efficacy based on thermally induced methemoglobin as a marker for full tissue ablation. Diffuse reflectance (DR) spectra were measured from human blood samples during gradual heating of the samples from 37 to 60, 70, and 85°C. Additionally, reflectance spectra were recorded real-time during RF ablation of human liver tissue ex vivo and in vivo. Specific spectral characteristics of methemoglobin were extracted from the spectral slopes using a custom optical ablation ratio. Thermal coagulation of blood caused significant changes in the spectral slopes, which is thought to be caused by the formation of methemoglobin. The time course of these changes was clearly dependent on the heating temperature. RF ablation of liver tissue essentially led to similar spectral alterations. In vivo DR measurements confirmed that the method could be used to assess the degree of thermal damage during RF ablation and long after the tissue cooled.
- Published
- 2014
- Full Text
- View/download PDF
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