Tumor Segmentation

Ask about this topic

Momentum

5 papers in the last four weeks, with none the four weeks before. 0.1% of all new papers.

Jul 6Week of Sep 21
View on map

Latest papers 27

All topics
CardsList

  1. Colorectal Cancer Segmentation with Adaptive Augmentation and Multi-Resolution Ensemble Models

    Sep 29, 2026Ümit Mert Çağlar, Alptekin TemizelTumor SegmentationDigital Pathology

    Graduate School of Informatics, METU, Ankara, Turkey

  2. PCaPaint: Prostate Cancer Inpainting by Mitigating Shortcut Learning

    Sep 29, 2026Levente Lippenszky, Hongxu Yang, Marcell Dömötör +2Prostate Magnetic Resonance ImagingTumor Segmentation

    GE HealthCare

  3. Merlin Plus: A Large-Scale, Multi-Cancer, Image-Mask-Report Dataset

    Sep 29, 2026Pedro R. A. S. Bassi, Wenxuan Li, Szymon Plotka +10Tumor SegmentationCancer Detection

    Johns Hopkins University · Harvard Medical School · Massachusetts General Hospital +5

  4. RT-Super: Learning Tumor Segmentation from Longitudinal Images and Reports

    Sep 28, 2026Pedro R. A. S. Bassi, Wenxuan Li, Hanxue Gu +11Tumor SegmentationLongitudinal Imaging

    Johns Hopkins University · Harvard Medical School · Massachusetts General Hospital +4

  5. VGG16-MCA UNet: Whole-Tumor Segmentation in 2D FLAIR MRI with Decoder-Side Channel Attention

    Sep 20, 2026Shubham Gajjar, Deep Joshi, Avi Poptani +1Brain Tumor SegmentationTumor Segmentation

    Northeastern University, Portland, ME, USA · LDRP Institute of Technology and Research, Kadi Sarva Vishwavidyalaya, Sarva Vidyalaya Kelavani Mandal, Gandhinagar, Gujarat, INDIA

  6. Assessing nnU-Net Generalization across Brain Tumor Populations in BraTS-GoAT 2026

    Sep 14, 2026Tristan Kirscher, Vivian Metzger, Philippe Meyer +1Brain Tumor SegmentationBrain Tumor Classification

    ICube, Institut Strauss · ICube Laboratory, CNRS UMR 7357, University of Strasbourg, Strasbourg, France · Institut Strauss +2

  7. Medical AI Encodes a "Feeling of Error": Verifying Cancer Segmentation via Internal Concepts

    Sep 8, 2026Mengmeng Ma, Yunxiang Peng, Tang Li +4Tumor SegmentationObject-Centric Cues

    University of Virginia, Charlottesville, VA, USA · University of Delaware, Newark, DE, USA · Memorial Sloan Kettering Cancer Center, New York City, NY, USA

  8. TRIUNE-Net: Harmonizing Scale, Shape, and Efficiency in Pancreatic Tumor Segmentation

    Sep 8, 2026Amir Hossein Saleknia, Alireza Kheyrkhah, Sanaz Karimijafarbigloo +5Tumor SegmentationTumor

    Independent Researcher · University of Regensburg, Germany · University of California, San Francisco, USA +2

  9. Federated Multi-Task Learning for Bladder Tumor Segmentation and MIBC Classification Using a Hybrid CNN-Transformer Architecture

    Aug 31, 2026Malhar Udmale, Divyanshu Dwivedi, Aarohi Dhand +3Tumor SegmentationHybrid Transformer

    Indian Institute of Information Technology Allahabad, Prayagraj, India · Manipal University Jaipur, Jaipur, India · Norwegian University of Science and Technology, Trondheim, Norway

  10. OsteoCAD: A Human-in-the-Loop Cloud-Edge Framework for Bone Tumor Segmentation

    Jul 31, 2026Maximo Rodriguez-Herrero, Dante D. Sanchez-Gallegos, Heriberto Aguirre-Meneses +3Tumor SegmentationDeep Learning Framework

    Department of Computer Science University Carlos III of Madrid, Leganes, Spain · Instituto Nacional de Rehabilitacion “Luis Guillermo Ibarra Ibarra”, Mexico City, Mexico · Cinvestav Tamaulipas, Cd. Victoria, Mexico

  11. HERMES: A Hybrid Ensemble for Head-and-Neck Tumor Segmentation, TN Staging, and Recurrence-Free Survival on PET/CT

    Jul 29, 2026Kai Wang, Meixu Chen, Elie Nasr +2Tumor SegmentationRadiomics

    Department of Radiation Oncology, University of Colorado School of Medicine, Aurora, CO, USA

  12. Bowel Obstruction Detection and Localization on Abdominal CT with Deep Learning

    Jul 24, 2026Moritz Vandenhirtz, Andrea Agostini, Dana Belde +5Tumor SegmentationColorectal Cancer

    Department of Computer Science, ETH Zurich, Zurich, Switzerland · Department of Radiology, Kantonsspital Baden, affiliated Hospital for Research and Teaching of the Faculty of Medicine of the University of Zurich, Baden, Switzerland · Department of Forensic Medicine Zurich, University of Zurich, Zurich, Switzerland

  13. A Dual Path Framework with Hotspot Guided Fusion for Three Dimensional CT to PET Synthesis in Head and Neck Cancer

    Jul 23, 2026Mohd Maaz Khan, Oluwaseyi OderindePositron Emission TomographyCone-Beam Computed Tomography

    Advanced Molecular Imaging in Radiotherapy (AdMIRe) Research Laboratory, School of Health Sciences, Purdue University, West Lafayette, IN, 47907, USA · Department of Radiation Oncology, Indiana University School of Medicine, Indianapolis, IN 46202, USA

  14. Foundation-model-guided radiogenomic discovery linking cancer genomes to cancer scans

    Jul 22, 2026Frederik Hauke, Jeremias Krause, Patrick Wienholt +6RadiomicsGenome-Wide Association Study

    Department of Diagnostic and Interventional Radiology, University Hospital RWTH Aachen, Aachen, Germany · Center for Human Genetics and Genomic Medicine, University Hospital RWTH Aachen, Aachen, Germany · Department of Nephrology, Rheumatology and Immunology (Medical Clinic II), University Hospital RWTH Aachen, Aachen, Germany +3

  15. GLOW-FDG: Generalized cancer LesiOn Whole-body segmentation model for 18^{18}F-FDG-PET/CT

    Jul 4, 2026Maksym Fritsak, Maximilian Rokuss, Hubert S. Gabryś +10Tumor SegmentationMultidisciplinary Tumor Boards

    Department of Radiation Oncology, University Hospital Zurich, University of Zurich, Zurich, Switzerland · Faculty of Medicine, University of Zurich, Zurich, Switzerland · Division of Medical Image Computing, German Cancer Research Center (DKFZ), Heidelberg, Germany +4

  16. LETT-NeXt: A Lightweight RECIST-Guided Model for 3D CT Lesion Segmentation

    Jun 29, 2026Sebastian Aas, Elias Stenhede, Arian RanjbarTumor SegmentationLesion

    Medical Technology & E-health, Akershus University Hospital, Lørenskog, Norway · Faculty of Medicine, University of Oslo, Oslo, Norway

  17. Prob-BBDM: a Probabilistic Brownian Bridge Diffusion Model for MRI sequence image-to-image translation

    Jun 23, 2026Martin Valls, Pascal Bourdon, Christine Fernandez-Maloigne +2Unpaired Image-To-Image TranslationMedical Image Generation

    UFR SFA · University of Poitiers, CNRS, XLIM, France · I3M common laboratory CNRS-Siemens Healthinners, Poitiers University Hospital and University of Poitiers, France +4

  18. HEad and neCK TumOR (HECKTOR) 2025: Benchmark of Segmentation, Diagnosis, and Prognosis in Multimodal PET/CT

    Jun 18, 2026Numan Saeed, Salma Hassan, Shahad Hardan +27Tumor SegmentationTumor

    Mohamed bin Zayed University of Artificial Intelligence (MBZUAI), Abu Dhabi, UAE. · Amsterdam UMC, Amsterdam, The Netherlands. · The Netherlands Cancer Institute, Amsterdam, The Netherlands. +22

  19. SegTME-UNI2: A Foundation Model-Based Framework for Generalisable Multiclass Cell Segmentation and LLM-Driven Tumour Microenvironment Characterisation in Histopathology

    Jun 16, 2026Wan Siti Halimatul Munirah Wan Ahmad, Faris Syahmi Samidi, Mohammad Badal Ahmmed +3Digital PathologyTumor Segmentation

    Department of Data Science and Artificial Intelligence, School of Computing and Artificial Intelligence, Faculty of Engineering and Technology, Sunway University, Bandar Sunway, Malaysia · Department of Electrical and Electronic Engineering, College of Engineering, Universiti Tenaga Nasional, Kajang, Malaysia · Faculty of Dentistry, Universiti Malaya, Kuala Lumpur, Malaysia

  20. An Open Multi-Center Whole-Body FDG PET/CT Foundation Model for Tumor Segmentation

    May 20, 2026Xiaofeng Liu, Qianru Zhang, Thibault Marin +4Tumor SegmentationPositron Emission Tomography

    Department of Radiology and Biomedical Imaging, Yale Biomedical Imaging Institute, Yale University, New Haven, CT, USA

  21. 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

  22. Tumor-aware augmentation with task-guided attention analysis improves rectal cancer segmentation from magnetic resonance images

    May 6, 2026Aneesh Rangnekar, Joao Miranda, Natally Horvat +13Tumor SegmentationMagnetic Resonance Imaging Dataset

    Department of Medical Physics, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, 10065, USA · Department of Radiology, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, 10065, USA · Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY, 10065, USA +2

  23. Advanced Tumor Segmentation in PET/CT Imaging: A Training Strategy Study with nnU-Net for AutoPET III

    May 4, 2026Hussain AlasmawiTumor SegmentationLesion

    Mohamed bin Zayed University of Artificial Intelligence

  24. Dino-NestedUNet: Unlocking Foundation Vision Encoders for Pathology Tumor Bulk Segmentation via Dense Decoding

    Apr 27, 2026Tianyang Wang, Ziyu Su, Abdul Rehman Akbar +7Tumor SegmentationU-Net

    Department of Pathology, College of Medicine, The Ohio State University Wexner Medical Center, Columbus, OH, USA · Department of Biomedical Engineering, The Ohio State University, Columbus, OH, USA

  25. VitaminP: cross-modal learning enables whole-cell segmentation from routine histology

    Apr 26, 2026Yasin Shokrollahi, Karina B. Pinao Gonzales, Elizve N. Barrientos Toro +5Digital PathologyTumor Segmentation

    Department of Translational Molecular Pathology, Division of Pathology and Laboratory Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA. · Institute for Data Science in Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA. · The University of Texas MD Anderson Cancer Center, Houston, TX, USA.

  26. CRC-SAM: SAM-Based Multi-Modal Segmentation and Quantification of Colorectal Cancer in CT, Colonoscopy, and Histology Images

    Apr 25, 2026Daniel LaoTumor SegmentationAmodal Segmentation

    Independent researcher

  27. PanGuide3D: Cohort-Robust Pancreas Tumor Segmentation via Probabilistic Pancreas Conditioning and a Transformer Bottleneck

    Apr 22, 2026Sunny Joy Ma, Xiang MaTumor SegmentationPanoptic Segmentation

    Trailridge School, Waukee, IA, 50263, USA · Department of Biochemistry, Grand View University, Des Moines, IA 50316, USA · Department of Computer Science, Iowa State University, Ames, IA 50011, USA