Multicenter Evaluation

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4 papers in the last four weeks, with none the four weeks before. 0.0% of all new papers.

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  1. Fixing a Model That Learned Worse Cancer Means Lower Risk: Monotonic Constraints in Bladder Cancer Recurrence Prediction

    Oct 1, 2026Saram Abbas, David Thomas, Naeem Soomro +3Multidisciplinary Tumor BoardsMulticenter Evaluation

    School of Engineering, Newcastle University, Newcastle upon Tyne, UK · Electronics and Computer Science, University of Southampton, Southampton, UK · Department of Urology, Freeman Hospital, Newcastle upon Tyne, UK +1

  2. An integrated geometric quantification and shape analysis framework for axillary lymph node metastasis in breast cancer patients

    Sep 28, 2026Zixi Yi, Limeng Qu, Gary P. T. ChoiTumorMorphometric Analysis

    School of Mathematics and Statistics, Central South University, Changsha, Hunan, China · Department of General Surgery, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China · Clinical Research Center for Breast Disease in Hunan Province, Changsha, Hunan, China +1

  3. Detecting Glaucoma Across Multi-ethnic Myopic and Non-Myopic Populations Using an Uncertainty-Aware Vision Transformer: A Multicentre Model Development and Validation Study

    Sep 24, 2026Raghavan Lavanya, Yangqin Feng, Ten Cheer Quek +36Glaucoma DetectionFundus Images

    Singapore Eye Research Institute, Singapore National Eye Centre, Singapore · Ophthalmology & Visual Sciences Academic Clinical Program (Eye ACP), Duke-NUS Medical School, Singapore · Institute of Advanced Intelligence and Computing, Agency for Science, Technology and Research, Singapore +14

  4. Preoperative Prediction of Microvascular Invasion in Hepatocellular Carcinoma by Integrating Multimodal Ultrasound and Clinical Data: A Multicenter Study

    Sep 21, 2026Jun Cheng, Yuanyuan Kong, Qing Huang +9CholangiocarcinomaCancer Detection

    National-Regional Key Technology Engineering Laboratory for Medical Ultrasound, Guangdong Key Laboratory for Biomedical Measurements and Ultrasound Imaging, School of Biomedical Engineering, Shenzhen University Medical School, Shenzhen University, Shenzhen, China · Marshall Laboratory of Biomedical Engineering, Shenzhen University, Shenzhen, China · Department of Ultrasound, Peking University Shenzhen Hospital, Shenzhen, China +1

  5. Multi-center Medical Data Mining with FL-Net - A One-stop Shop for Federated Learning

    Sep 17, 2026Simon Süwer, Julian Klemm, Elisa Acitelli +38Federated LearningMulticenter Evaluation

  6. Towards AI-Assisted Clinical Trial Matching: Practical Considerations, Multicenter Evaluation, and Real-World Deployment

    Sep 1, 2026Yin Fang, Qiao Jin, Shubo Tian +24Clinical TrialsMulticenter Evaluation

    Division of Intramural Research, National Library of Medicine, National Institutes of Health, Bethesda, MD, USA. · UI Health, University of Illinois Chicago. Chicago, IL, USA. · University of Illinois Urbana-Champaign, Urbana, IL, USA. +6

  7. Agentic coding without the cloud: evaluating open-weight large language models on longitudinal data preparation tasks

    Jul 23, 2026Mack Nixon, Liam Wright, Yevgeniya Kovalchuk +4Coding AgentsPreprocessing

    Centre for Advanced Research Computing, University College London, London, UK · Centre for Longitudinal Studies, University College London, London, UK · UK Longitudinal Linkage Collaboration, University of Bristol, Bristol, UK

  8. Cross-Dataset Generalization in Breast MRI Tumor Classification via Class-Wise Dataset Mixing

    Jul 21, 2026Mohammad Ali Dadrast, Hamid UsefiBrain Tumor ClassificationCross-Dataset Benchmark

    Data Science Program Memorial University of Newfoundland St. John’s, Canada · Department of Mathematics and Statistics Memorial University of Newfoundland St. John’s, Canada

  9. A Unified Framework for Comprehensive Cardiac CT Segmentation and Phenotyping: Human-in-the-Loop Data Annotation, Vision Foundation Model Development, Multicenter Evaluation and Clinical Validation

    Jul 13, 2026Pooya Mohammadi Kazaj, Leo Fridolin Weber, Wen Xie +17EchocardiographyMulti Organ Computed Tomography Segmentation

    Department of Cardiology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland · Department of Digital Medicine, University of Bern, Bern, Switzerland · Graduate School for Cellular and Biomedical Sciences, University of Bern, Bern, Switzerland +4

  10. EchoRisk: A Multicentre Echocardiography Dataset and Benchmark for Cardio-Oncology

    Jul 1, 2026Grigorios Kalliatakis, Georgia Karanasiou, Georgios Manikis +10EchocardiographyMulticenter Evaluation

    Foundation for Research and Technology Hellas, Greece · University of Ioannina, Greece · Hellenic Mediterranean University, Greece +3

  11. Cross-Attention Multimodal Learning for Predicting Response to Neoadjuvant Imatinib in Gastrointestinal Stromal Tumors: A Multicenter Retrospective Study

    Jun 24, 2026Fariba Tohidinezhad, Douwe J. Spaanderman, Natalia Oviedo Acosta +14Multicenter EvaluationColorectal Cancer

    Department of Radiology and Nuclear Medicine, Erasmus MC Cancer Institute, University Medical Center Rotterdam, Rotterdam, the Netherlands. · Department of Pathology, Erasmus MC Cancer Institute, University Medical Center Rotterdam, Rotterdam, the Netherlands. · Department of Surgical Oncology, Erasmus MC Cancer Institute, University Medical Center Rotterdam, Rotterdam, the Netherlands. +6

  12. An Open-Source Monitoring Framework for Data Exploration and Progress Tracking in Multi-Center Radiology Studies

    Jun 15, 2026Markus Bujotzek, Jonas Scherer, Stefan Denner +7Multicenter EvaluationMedical Images

    Division of Medical Image Computing, Germany Cancer Research Center, Heidelberg, 69120, Germany. · Medical Faculty, University of Heidelberg, Heidelberg, 69120, Germany. · Faculty for Computer Science, University of Heidelberg, Heidelberg, 69120, Germany. +3

  13. Estimating Individualized Treatment Effects in Acute Ischemic Stroke with Causal Transformation Models (TRAM-DAG): A Multi-Centre Observational Study with External RCT Validation

    Jun 10, 2026Lisa Herzog, Oliver Dürr, Pascal Bühler +4StrokeHeterogeneous Treatment Effects

    Department of Neurology, University Hospital Zurich (USZ), Switzerland · Thurgau Institute for Digital Transformation (TIDIT), Kreuzlingen, Switzerland · HTWG Konstanz – University of Applied Sciences Konstanz, Germany +1

  14. Remote Teleoperation of Endovascular Intervention Robots: A Systematic Review

    May 21, 2026Xingyu Chen, Yinchao Yang, Nikola Fischer +5CathetersTeleoperation

    School of Biomedical Engineering & Imaging Sciences, King’s College London, WC2R 2LS London, U.K. · Department of Engineering, King’s College London, WC2R 2LS London, U.K. · Department of Neuroradiology, King’s College Hospital, SE5 9RS London, U.K.

  15. How Sensitive Are Radiomic AI Models to Acquisition Parameters?

    May 14, 2026D. Gil, I. Sanchez, C. SanchezRadiomicsCone-Beam Computed Tomography

    Universitat Autònoma de Barcelona and Computer Vision Center, Edifici O, Campus UAB, Bellaterra (Cerdanyola), 08193, Barcleona, Spain

  16. Overcoming data scarcity through multi-center federated learning for organs-at-risk segmentation in pediatric upper abdominal radiotherapy

    May 7, 2026Mianyong Ding, Maximilian Knoll, Semi Harrabi +7Tumor SegmentationFederated Learning

    Department of Radiation Oncology, Imaging and Cancer Division, University Medical Centre Utrecht, Utrecht, The Netherlands · University Hospital Heidelberg, Heidelberg Ion Beam Therapy Centre (HIT), Department of Radiation Oncology, Heidelberg, Germany · Princess Máxima Centre for Pediatric Oncology, Utrecht, The Netherlands +3

  17. AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts

    Dec 16, 2025Niklas Grieger, Jannik Raskob, Siamak Mehrkanoon +1SleepElectroencephalography

    Department of Medical Engineering and Technomathematics, FH Aachen University of Applied Sciences, 52428 Jülich, Germany · Department of Information and Computing Sciences, Utrecht University, Utrecht, The Netherlands · Institute for Data-Driven Technologies, FH Aachen University of Applied Sciences, 52428 Jülich, Germany

  18. Accurate and Scalable Multimodal Pathology Retrieval via Attentive Vision-Language Alignment

    Oct 27, 2025Hongyi Wang, Zhengjie Zhu, Junlin Hou +13Whole-Slide ImagesDigital Pathology

    Department of Computer Science and Engineering, The Hong Kong University of Science and Technology, Hong Kong SAR, China · College of Computer Science and Technology, Zhejiang University, Hangzhou, China. · School of Medicine, Wake Forest University, Winston-Salem, NC, USA. +11

  19. Federated Learning for MRI-based BrainAGE: a multicenter study on post-stroke functional outcome prediction

    Jun 18, 2025Vincent Roca, Marc Tommasi, Paul Andrey +8Brain AgeStroke

    Univ. Lille, CNRS, Inserm, CHU Lille, Institut Pasteur de Lille, US 41 - UAR 2014 - PLBS, F-59000 Lille, France · Univ. Lille, Inria, F-59000 Lille, France · Univ. Montpellier, Inria, F-34090 Montpellier, France +3