9 results on '"Dalmau, Mar"'
Search Results
2. Enhanced Artificial Intelligence Methods for Liver Steatosis Assessment Using Machine Learning and Color Image Processing: Liver Color Project.
- Author
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Gómez-Gavara C, Bilbao I, Piella G, Vazquez-Corral J, Benet-Cugat B, Pando E, Molino JA, Salcedo MT, Dalmau M, Vidal L, Esono D, Cordobés MÁ, Bilbao Á, Prats J, Moya M, Dopazo C, Mazo C, Caralt M, Hidalgo E, and Charco R
- Subjects
- Humans, Male, Female, Middle Aged, Prognosis, Liver Transplantation, Adult, Color, Tissue Donors supply & distribution, Follow-Up Studies, Liver pathology, Liver surgery, Machine Learning, Artificial Intelligence, Fatty Liver pathology, Fatty Liver diagnosis, Image Processing, Computer-Assisted methods
- Abstract
Background: The use of livers with significant steatosis is associated with worse transplantation outcomes. Brain death donor liver acceptance is mostly based on subjective surgeon assessment of liver appearance, since steatotic livers acquire a yellowish tone. The aim of this study was to develop a rapid, robust, accurate, and cost-effective method to assess liver steatosis., Methods: From June 1, 2018, to November 30, 2023, photographs and tru-cut needle biopsies were taken from adult brain death donor livers at a single university hospital for the study. All the liver photographs were taken by smartphones then color calibrated, segmented, and divided into patches. Color and texture features were then extracted and used as input, and the machine learning method was applied. This is a collaborative project between Vall d'Hebron University Hospital and Barcelona MedTech, Pompeu Fabra University, and is referred to as LiverColor., Results: A total of 192 livers (362 photographs and 7240 patches) were included. When setting a macrosteatosis threshold of 30%, the best results were obtained using the random forest classifier, achieving an AUROC = 0.74, with 85% accuracy., Conclusion: Machine learning coupled with liver texture and color analysis of photographs taken with smartphones provides excellent accuracy for determining liver steatosis., (© 2024 The Author(s). Clinical Transplantation published by Wiley Periodicals LLC.)
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- 2024
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3. The role of resection in hepatocellular carcinoma BCLC stage B: A multi-institutional patient-level meta-analysis and systematic review.
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Lopez-Lopez V, Kalt F, Zhong JH, Guidetti C, Magistri P, Di Benedetto F, Weinmann A, Mittler J, Lang H, Sharma R, Vithayathil M, Tariq S, Sánchez-Velázquez P, Rompianesi G, Troisi RI, Gómez-Gavara C, Dalmau M, Sanchez-Romero FJ, Llamoza C, Tschuor C, Deniz U, Lurje G, Husen P, Hügli S, Jonas JP, Rössler F, Kron P, Ramser M, Ramirez P, Lehmann K, Robles-Campos R, and Eshmuminov D
- Subjects
- Humans, Patient Selection, Survival Rate, Carcinoma, Hepatocellular surgery, Carcinoma, Hepatocellular pathology, Carcinoma, Hepatocellular mortality, Liver Neoplasms surgery, Liver Neoplasms pathology, Liver Neoplasms mortality, Hepatectomy, Neoplasm Staging, Liver Transplantation
- Abstract
Purpose: The Barcelona Clinic Liver Cancer (BCLC) staging schema is widely used for hepatocellular carcinoma (HCC) treatment. In the updated recommendations, HCC BCLC stage B can become candidates for transplantation. In contrast, hepatectomy is currently not recommended., Methods: This systematic review includes a multi-institutional meta-analysis of patient-level data. Survival, postoperative mortality, morbidity and patient selection criteria for liver resection and transplantation in BCLC stage B are explored. All clinical studies reporting HCC patients with BCLC stage B undergoing liver resection or transplantation were included., Results: A total of 31 studies with 3163 patients were included. Patient level data was available for 580 patients from 9 studies (423 after resection and 157 after transplantation). The overall survival following resection was 50 months and recurrence-free survival was 15 months. Overall survival after transplantation was not reached and recurrence-free survival was 45 months. The major complication rate after resection was 0.11 (95%-CI, 0.0-0.17) with the 90-day mortality rate of 0.03 (95%-CI, 0.03-0.08). Child-Pugh A (93%), minor resection (60%), alpha protein level less than 400 (64%) were common in resected patients. Resected patients were mostly outside the Milan criteria (99%) with mean tumour number of 2.9. Studies reporting liver transplantation in BCLC stage B were scarce., Conclusion: Liver resection can be performed safely in selected patients with HCC BCLC stage B, particularly if patients present with preserved liver function. No conclusion can done on liver transplantation due to scarcity of reported studies., (© 2024. The Author(s).)
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- 2024
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4. Correction: Explainable artificial intelligence prediction-based model in laparoscopic liver surgery for segments 7 and 8: an international multicenter study.
- Author
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Lopez-Lopez V, Morise Z, Albaladejo-González M, Gavara CG, Goh BKP, Koh YX, Paul SJ, Hilal MA, Mishima K, Krürger JAP, Herman P, Cerezuela A, Brusadin R, Kaizu T, Lujan J, Rotellar F, Monden K, Dalmau M, Gotohda N, Kudo M, Kanazawa A, Kato Y, Nitta H, Amano S, Valle RD, Giuffrida M, Ueno M, Otsuka Y, Asano D, Tanabe M, Itano O, Minagawa T, Eshmuminov D, Herrero I, Ramírez P, Ruipérez-Valiente JA, Robles-Campos R, and Wakabayashi G
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- 2024
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5. Explainable artificial intelligence prediction-based model in laparoscopic liver surgery for segments 7 and 8: an international multicenter study.
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Lopez-Lopez V, Morise Z, Albaladejo-González M, Gavara CG, Goh BKP, Koh YX, Paul SJ, Hilal MA, Mishima K, Krürger JAP, Herman P, Cerezuela A, Brusadin R, Kaizu T, Lujan J, Rotellar F, Monden K, Dalmau M, Gotohda N, Kudo M, Kanazawa A, Kato Y, Nitta H, Amano S, Valle RD, Giuffrida M, Ueno M, Otsuka Y, Asano D, Tanabe M, Itano O, Minagawa T, Eshmuminov D, Herrero I, Ramírez P, Ruipérez-Valiente JA, Robles-Campos R, and Wakabayashi G
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- Humans, Female, Male, Middle Aged, Aged, Postoperative Complications epidemiology, Postoperative Complications etiology, Operative Time, Adult, Laparoscopy methods, Artificial Intelligence, Hepatectomy methods, Liver Neoplasms surgery, Liver Neoplasms pathology
- Abstract
Background: Artificial intelligence (AI) is becoming more useful as a decision-making and outcomes predictor tool. We have developed AI models to predict surgical complexity and the postoperative course in laparoscopic liver surgery for segments 7 and 8., Methods: We included patients with lesions located in segments 7 and 8 operated by minimally invasive liver surgery from an international multi-institutional database. We have employed AI models to predict surgical complexity and postoperative outcomes. Furthermore, we have applied SHapley Additive exPlanations (SHAP) to make the AI models interpretable. Finally, we analyzed the surgeries not converted to open versus those converted to open., Results: Overall, 585 patients and 22 variables were included. Multi-layer Perceptron (MLP) showed the highest performance for predicting surgery complexity and Random Forest (RF) for predicting postoperative outcomes. SHAP detected that MLP and RF gave the highest relevance to the variables "resection type" and "largest tumor size" for predicting surgery complexity and postoperative outcomes. In addition, we explored between surgeries converted to open and non-converted, finding statistically significant differences in the variables "tumor location," "blood loss," "complications," and "operation time.", Conclusion: We have observed how the application of SHAP allows us to understand the predictions of AI models in surgical complexity and the postoperative outcomes of laparoscopic liver surgery in segments 7 and 8., (© 2024. The Author(s).)
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- 2024
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6. The colon does not reach! A technical note with tricks to avoid colorectal anastomoses under tension.
- Author
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Dalmau M, Marti-Gallostra M, Pellino G, Espin-Basany E, and Armengol M
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- Humans, Anastomosis, Surgical methods, Ileum surgery, Rectum surgery, Colorectal Neoplasms surgery
- Abstract
Aim: We describe two options for colorectal anastomosis suitable in cases when the colon would reach the pelvis under tension., Method: Deloyers procedure and the retro-ileal colorectal anastomosis are presented, focusing on practical tips and tricks to perform them. Insights on patients who underwent the procedures are provided to demonstrate the advantages and feasibility of the techniques., Results: Each step of both techniques is detailed. Ten patients underwent Deloyers procedure and nine underwent retro-ileal anastomosis at our unit. A minimally invasive approach was attempted in 13 patients, of whom five required conversion to open surgery due to the technical complexity of the abdominal procedure. Colorectal anastomosis was successfully performed in all patients. There were no major intra-operative complications, although five patients had postoperative complications requiring further treatment., Conclusions: Both techniques are effective in patients at risk of receiving a colorectal anastomosis under tension, and a minimally invasive approach can be used. However, owing to the complexity of surgery in this group of patients, the perioperative morbidity is not negligible. Careful postoperative management is advisable, and patients should be informed of the risks. In expert hands, the outcomes are acceptable, avoiding an ileorectal anastomosis and its constraints., (© 2024 The Authors. Colorectal Disease published by John Wiley & Sons Ltd on behalf of Association of Coloproctology of Great Britain and Ireland.)
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- 2024
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7. Long-term oncological outcomes for HALS/Hybrid vs pure laparoscopic approach in colorectal liver metastases: a propensity score matched analysis.
- Author
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Lopez-Lopez V, Krürger JAP, Kuemmerli C, Tohme S, Gómez-Gavara C, Iniesta M, López-Conesa A, Dogeas E, Dalmau M, Brusadin R, Sánchez-Esquer I, Geller DA, Herman P, and Robles-Campos R
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- Humans, Propensity Score, Retrospective Studies, Treatment Outcome, Laparoscopy methods, Liver Neoplasms surgery, Colorectal Neoplasms surgery
- Abstract
Background: Studies comparing hand-assisted laparoscopic (HALS)/Hybrid and pure laparoscopic (PLS) resection for colorectal cancer liver metastasis have focused on short-term results, while long-term oncological outcomes remain understudied., Methods: We established a multi-institutional retrospective cohort study from four centers with experience in minimally invasive surgery between 2004 and 2020. Primary endpoints were overall survival (OS) and disease-free survival (DFS). Other endpoints analyzed were intraoperative and postoperative outcomes. Propensity score matching (PSM) was used to minimize baseline differences., Results: A total of 219 HALS/Hybrid (57.8%) and 160 PLS (42.2%) patients were included. After PSM, 155 patients remained in each group. Operative time (182 vs. 248 min, p = 0.012), use of intraoperative ablation (12.3 vs. 4.5%, p = 0.024), positive resection margin (4.5 vs 13.2%, p = 0.012), and pringle time (21 vs. 37 min, p = 0.001) were higher in PLS group. DFS at 1, 3, 5, and 7 years in HALS/Hybrid and PLS groups were 65.4%, 39.3%, 37.5%, and 36.3% vs. 64.9%, 38.0%, 33.1%, and 33.1%, respectively (p = 0.84). OS at 1, 3, 5, and 7 years in HALS/Hybrid and PLS groups were 94.5%, 71.4%, 54.3%, and 46.0% vs. 96.0%, 68.5%, 51.2%, and 41.2%, respectively (p = 0.73)., Conclusion: Our study suggests no differences in long-term oncologic outcomes between the two techniques. We discovered that longer total operative, pringle time, higher rates of intraoperative ablation, and positive resection margins were associated with PLS. These differences in favor of HALS/Hybrid could be due to a shorter learning curve and a greater ability to control hemorrhage., (© 2023. The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature.)
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- 2023
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8. Left Lateral Sector In Situ Split Liver Transplantation Technique: Step-by-Step Video Demonstration.
- Author
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Dalmau M, Gómez-Gavara C, Dopazo C, Molino JA, Caralt M, Bilbao I, Charco R, and Hidalgo E
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- Adult, Humans, Tissue Donors, Donor Selection, Waiting Lists, Treatment Outcome, Liver Transplantation methods, Tissue and Organ Procurement
- Abstract
The split liver technique enables transplanting 2 recipients with one single graft (typically an adult-child pair). It facilitates small recipients' access to liver transplantation and reduces mortality on the waiting list. However, splitting is technically demanding and may increase peri- and postoperative complications. To be able to obtain comparable outcomes to a full graft liver transplantation, careful donor-recipients selection, experienced surgeons, and logistic planning are paramount. The video shows an in situ split liver procedure from a 32-year-old brain stem death donor to generate a left lateral sector for a child and a right extended graft for an adult recipient., (Copyright © 2022 Elsevier Inc. All rights reserved.)
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- 2022
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9. A case of pylephlebitis complicating an acute appendicitis: Uncommon cholangitis-like situation.
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Dalmau M, Petrola C, Lopez P, Vilallonga R, Garcia Ruiz de Gordejuela A, and Armengol M
- Abstract
Introduction: Pylephlebitis represents an uncommon but serious condition with significant mortality which can complicate intrabdominal sepsis of any etiology. One of the most common predisposing infections is appendicitis., Presentation of Case: A 21-year-old male with 4 days of epigastric and right upper quadrant pain with associated fever and chills with hyperbilirubinemia and leukocytosis in blood test was orientated as cholangitis at first diagnostic. Poor response to antibiotic treatment with persistent fever and bacteriemia with E. coli and S. constellatus isolated in blood cultures led to complete the study with a CT scan which revealed an acute appendicitis complicated with thrombosis of the superior mesenteric vein (SMV) up to the splenoportal confluence. Appendectomy, treatment with broad-spectrum antibiotic and anticoagulation treatment led to full recovery. Follow-up after 6 months showed almost complete SMV patency., Discussion: Pylephlebitis can present as a clinical cholangitis-like picture with hyperbilirubinemia with or without liver abscess formation. CT scan seems to be the most sensitive diagnostic test as it identifies the underlying focus of infection, the extension of the thrombosis and detects liver abscesses. Surgical removal of the source of infection as appendectomy and adequate antibiotic treatment adjusted by culture should be initiated promptly. Anticoagulant treatment should be considered in the case of poor clinical outcome or thrombosis progression., Conclusion: Pylephlebitis should be suspected mainly in patients with appendicitis and diverticulitis with erratic behavior despite surgical removal and/or antibiotic treatment with abnormal liver tests and persistent bacteriemia. CT scan is the preferred image study., Competing Interests: Declaration of competing interest None of the authors have conflicts of interest., (Copyright © 2022 The Authors. Published by Elsevier Ltd.. All rights reserved.)
- Published
- 2022
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