544 results on '"Abolmaesumi, Purang"'
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2. ImSpect: Image-driven self-supervised learning for surgical margin evaluation with mass spectrometry
3. LensePro: label noise-tolerant prototype-based network for improving cancer detection in prostate ultrasound with limited annotations
4. Toward confident prostate cancer detection using ultrasound: a multi-center study
5. AI-based histopathology image analysis reveals a distinct subset of endometrial cancers
6. Validation of machine learning models for estimation of left ventricular ejection fraction on point-of-care ultrasound: insights on features that impact performance
7. CCSI: Continual Class-Specific Impression for data-free class incremental learning
8. TRUSformer: improving prostate cancer detection from micro-ultrasound using attention and self-supervision
9. Machine learning derived echocardiographic image quality in patients with left ventricular systolic dysfunction: insights on the echo views of greatest image quality
10. Uncertainty estimation for margin detection in cancer surgery using mass spectrometry
11. A novel ultrasound software system for lumbar level identification in obstetric patients
12. Temporal enhanced Ultrasound: A new method for detection of porosity defects in composites
13. Training deep neural networks with noisy clinical labels: toward accurate detection of prostate cancer in US data
14. Coarse label refinement for improving prostate cancer detection in ultrasound imaging
15. A Novel Continuous Left Ventricular Diastolic Function Score Using Machine Learning
16. Towards targeted ultrasound-guided prostate biopsy by incorporating model and label uncertainty in cancer detection
17. Quantifying deep neural network uncertainty for atrial fibrillation detection with limited labels
18. Stochastic Sequential Modeling: Toward Improved Prostate Cancer Diagnosis Through Temporal-Ultrasound
19. Automated estimation of echocardiogram image quality in hospitalized patients
20. Accurate and robust deep learning-based segmentation of the prostate clinical target volume in ultrasound images
21. A comparative study on position and paramedian neuraxial access on healthy volunteers using three-dimensional models registered to lumbar spine ultrasound
22. Improving detection of prostate cancer foci via information fusion of MRI and temporal enhanced ultrasound
23. Multiple instance learning combined with label invariant synthetic data for guiding systematic prostate biopsy: a feasibility study
24. Cardiac point-of-care to cart-based ultrasound translation using constrained CycleGAN
25. Automatic grading of prostate cancer in digitized histopathology images: Learning from multiple experts
26. Automated Atrial Fibrillation Diagnosis by Echocardiography without ECG: Accuracy and Applications of a New Deep Learning Approach.
27. A deep learning approach for real time prostate segmentation in freehand ultrasound guided biopsy
28. Fast elastic registration of soft tissues under large deformations
29. EchoGLAD: Hierarchical Graph Neural Networks for Left Ventricle Landmark Detection on Echocardiograms
30. Automatic biplane left ventricular ejection fraction estimation with mobile point-of-care ultrasound using multi-task learning and adversarial training
31. Deep neural maps for unsupervised visualization of high-grade cancer in prostate biopsies
32. IJCARS: MICCAI 2020 special issue
33. Toward a real-time system for temporal enhanced ultrasound-guided prostate biopsy
34. Prostate segmentation in transrectal ultrasound using magnetic resonance imaging priors
35. A multi-center milestone study of clinical vertebral CT segmentation
36. Single-Camera Closed-Form Real-Time Needle Tracking for Ultrasound-Guided Needle Insertion
37. Cardiac Phenotyping of SARS-CoV-2 in British Columbia: A Prospective Echo Study With Strain Imaging.
38. Semi-supervised learning from coarse histopathology labels.
39. Panorama Ultrasound for Navigation and Guidance of Epidural Anesthesia
40. A Closed-Form Differential Formulation for Ultrasound Spatial Calibration: Single Wall Phantom
41. Correction to: Stochastic Sequential Modeling: Toward Improved Prostate Cancer Diagnosis Through Temporal-Ultrasound
42. Detection and grading of prostate cancer using temporal enhanced ultrasound: combining deep neural networks and tissue mimicking simulations
43. Transfer learning from RF to B-mode temporal enhanced ultrasound features for prostate cancer detection
44. SLIDE: automatic spine level identification system using a deep convolutional neural network
45. Model-based registration of preprocedure MR and intraprocedure US of the lumbar spine
46. Self-Supervised Learning with Limited Labeled Data for Prostate Cancer Detection in High Frequency Ultrasound
47. EchoGNN: Explainable Ejection Fraction Estimation with Graph Neural Networks
48. Towards Confident Detection of Prostate Cancer using High Resolution Micro-ultrasound
49. A Closed-Form Differential Formulation for Ultrasound Spatial Calibration: Multi-wedge Phantom
50. Class Impression for Data-free Incremental Learning
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