Multi Organ Computed Tomography Segmentation

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  1. FleXray: Universal Clinical X-ray Segmentation

    Sep 22, 2026Victor Ion Butoi, Vivek Gopalakrishnan, John V. Guttag +2X-RayMulti Organ Computed Tomography Segmentation

  2. FedMust: Semi-supervised Multi-task Student-Teacher Federated Learning for Multi-organ CT Segmentation

    Sep 21, 2026Ashkan Moradi, Bendik Skarre Abrahamsen, Mattijs ElschotSemi-Supervised Medical Image SegmentationMulti Organ Computed Tomography Segmentation

  3. DiaSeg: Diagonal Segment Extraction from DTW Paths for Interpretable Gait Analysis

    Sep 21, 2026Tresor Y. Koffi, Amel Hidouri, Corentin Legrand +1Gait AnalysisMulti Organ Computed Tomography Segmentation

  4. Pretrained, Curriculum-Tuned, and Ensembled: A Tracer-Aware Interactive Segmentation Pipeline for AutoPET V

    Aug 31, 2026Xinglong Liang, Chunyao Lu, Tianyu Zhang +4Lesion SegmentationMulti Organ Computed Tomography Segmentation

  5. ImageCAS-X: a dataset and benchmark for coronary artery segmentation and centerline extraction in coronary CT angiography

    Aug 31, 2026Kit M. Bransby, Esther Øksnebjerg, Kristoffer Kjær +7Coronary AngiographyMulti Organ Computed Tomography Segmentation

  6. Enhancing Low Back Pain Assessment with Diffusion Models for Lumbar Spine MRI Segmentation

    Aug 5, 2026Maria Monzon, Thomas Iff, Ender Konukoglu +1Multi Organ Computed Tomography SegmentationDiffusion Models

  7. Segmentation Pre-training for Label-Efficient Lumbar Spine Degeneration Grading

    Aug 5, 2026Monzon Maria, Zisserman Andrew, Jutzeler Catherine R. +1Multi Organ Computed Tomography SegmentationHigh Confidence Pseudo-Labels

  8. Test-time Adaptation of Pelvic Bone Segmentation Models via Dynamic Reliability-Guided

    Aug 1, 2026Ling Ren, Chao Deng, Ziming Wang +2Multi Organ Computed Tomography SegmentationTest-Time Adaptation

  9. AuricularWorld: Hierarchical Action-Guided World Modeling for Fine-Grained Auricular Structure Segmentation from CT Scans

    Jul 30, 2026Jingwen Yang, Senmao Wang, Luoyao Kang +6Multi Organ Computed Tomography SegmentationAnatomy

  10. Same Branches, Different Trees: A Bifurcation Connectedness Metric for Coronary Artery Segmentation and FFR-CT Decision Agreement

    Jul 30, 2026Maame Owusu-Ansah, Kelvin Lee, Dr Vinod Venugopal +3Coronary AngiographyMulti Organ Computed Tomography Segmentation

  11. Open-Ended CT Volume Segmentation with Weak Supervision from Language

    Jul 28, 2026Sanjay Subramanian, Junwei Yu, Zirui Wang +5Multi Organ Computed Tomography SegmentationVoxel

  12. PhenSPINE: A Standardized Benchmark for Spine Pathology Diagnosis

    Jul 22, 2026Duong Ngoc Vu, Hai Son Nguyen, Trong-Nghia Nguyen +4Magnetic Resonance Imaging DatasetMulti Organ Computed Tomography Segmentation

  13. Automated Cardiac Adipose Tissue Segmentation in Computed Tomography: A Literature Review

    Jul 18, 2026Andreas W. Aspe, Jonas Jalili Pedersen, Andreas Ohrt Johansen +4EchocardiographyMulti Organ Computed Tomography Segmentation

  14. 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

  15. False Confidence: Automated Labels Confound Fairness Audits in Cervical Spine Segmentation

    Jul 8, 2026Linus Juni, Aasa Feragen, Aditya ParikhMulti Organ Computed Tomography SegmentationFairness Audits

  16. Towards Accurate and Fast Clinical Body Composition: A Resource-Efficient Hierarchical Segmentation Framework for Multi-Source CT

    Jul 8, 2026Xiaodi Shen, Qingzhu Zheng, Yaoyang Qiu +12Multi Organ Computed Tomography SegmentationCone-Beam Computed Tomography

  17. Be Indiscrete: The Benefits of Learning Continuous Spine Degeneration Severity Scores

    Jul 6, 2026Maria Monzon, Andrew Zisserman, Robin Y. Park +2SeverityMulti Organ Computed Tomography Segmentation

  18. Temporal Training Strategies for Left Atrium and Left Atrial Appendage Segmentation in Dynamic Contrast 4DCT

    Jun 30, 2026David Montalvo-García, Lauren Severance, Elliot R. McVeigh +1EchocardiographyMulti Organ Computed Tomography Segmentation

  19. From Raw Segmentations to Simulation-Ready Cardiac Meshes: An Automated Framework for Anatomical Reconstruction and Virtual Cohort Generation

    Jun 29, 2026Francesco Fabbri, Martino Andrea Scarpolini, Paolo Ciancarella +4End-To-End 4D Heart Mesh Recovery Across Full-StackMulti Organ Computed Tomography Segmentation

  20. Promise and challenges of heart chamber segmentation from non-contrast CT scans using contrastive unpaired image translation: a feasibility study

    Jun 22, 2026Jing Wang, Tong Yu, Hao-En Lu +5EchocardiographyMulti Organ Computed Tomography Segmentation

  21. Accurate identification and measurement of the precipitate area by two-stage deep neural networks in novel chromium-based alloys

    Jun 20, 2026Zeyu Xia, Kan Ma, Sibo Cheng +7Shape-Memory AlloyPorous Media

  22. Scaling up fine-grained intracranial vessel annotations in computed tomography angiography

    Jun 19, 2026Chu-Hsuan Lin, Alberto Mario Ceballos-Arroyo, Jisoo Kim +4Vessel SegmentationCoronary Angiography

  23. Anatomically Consistent TMJ Disc Segmentation via Semantic Anchoring and Clinical Priors

    Jun 19, 2026Dayun Ju, Chanyoung Kim, Sunyoung Jung +4Multi Organ Computed Tomography SegmentationMagnetic Resonance Imaging

  24. GUMP-Net: An interpretable model-data-driven intelligent algorithm for multi-class pelvic segmentation

    Jun 17, 2026Liheng Wang, Yinghui Zhang, Licheng Zhang +3Multi Organ Computed Tomography SegmentationEdge

  25. CPS4: Class Prompt driven Semi-Supervised Spine Segmentation with Class-specific Consistency Constraint

    Jun 14, 2026Qingtao Pan, Hongzan Sun, Bing Ji +1Multi Organ Computed Tomography SegmentationHigh Confidence Pseudo-Labels

  26. IPSM-Bench: A New Intermediate Phase Segmentation Benchmark in Microstructure Images of Zinc-Based Absorbable Biomaterials

    Jun 9, 2026Jinglin Xu, Shangyan Zhao, Jiabo Wang +5Porous MediaMulti Organ Computed Tomography Segmentation

  27. SpineReport: Automated 3D Quantification and Reporting of Lumbar Spine Degeneration on MRI

    Jun 8, 2026Nathan Molinier, Adrian A. Marth, Reto Sutter +6Morphometric AnalysisMulti Organ Computed Tomography Segmentation

  28. vesselFM-CT: Segmenting All Blood Vessels in CT Images for System-Level Cardiovascular Analysis

    Jun 8, 2026Bastian Wittmann, Chinmay Prabhakar, Suprosanna Shit +1Vessel SegmentationMulti Organ Computed Tomography Segmentation

  29. Multi-planar 2D-U-Net Segmentation of 3D-CT Abdominal Organs augmented by Spatial Occurrence Maps

    Jun 5, 2026Daria Kern, Negar Chabi, Souraj Adhikary +1Multi Organ Computed Tomography SegmentationCone-Beam Computed Tomography

  30. SC-MFJ: A Simple Haptic Quality Metric for Medical Image Segmentation

    Jun 4, 2026Souraj Adhikary, Negar Chabi, Andre MastmeyerMulti Organ Computed Tomography SegmentationHaptic Feedback

  31. Pre-Deployment Robustness Stress Testing for CT Segmentation Systems Using Clinically Motivated Multi-Corruption Augmentation

    May 30, 2026CholMin Kanga, Jonghyun Chung, Amanpreet Kaur +2Multi Organ Computed Tomography SegmentationStress Testing

  32. LegSegNet: A Public Deep Learning System for Lower Extremity CT Tissue Segmentation and Quantification

    May 29, 2026Yuwen Chen, Yaqian Chen, Roy Colglazier +4Multi Organ Computed Tomography SegmentationCone-Beam Computed Tomography

  33. Towards the automated segmentation of epicardial and mediastinal fats: A multi-manufacturer approach using intersubject registration and random forest

    May 28, 2026É. O. Rodrigues, A. Conci, F. F. C. Morais +1EchocardiographyMulti Organ Computed Tomography Segmentation

  34. Disentangling Sampling from Training Budget in Class-Imbalanced CT Body Composition Segmentation

    May 19, 2026Iason Skylitsis, Dimitrios Karkalousos, Ivana IšgumMulti Organ Computed Tomography SegmentationRarity

  35. Cardiac fat segmentation using computed tomography and an image-to-image conditional generative adversarial neural network

    May 19, 2026Guilherme Santos da Silva, Dalcimar Casanova, Jefferson Tales Oliva +1EchocardiographyMulti Organ Computed Tomography Segmentation

  36. Statistical Hand Shape Modeling from Clinical CT Scans Using Deep Learning and Implicit Skinning

    May 16, 2026Gokce Guven, Hasan Fehmi Ates, Deniz Karasahin +13D HandMulti Organ Computed Tomography Segmentation

  37. Evaluation of Anatomical Shape Priors in Deep Learning-Based Cardiac Multi-Compartment Segmentation

    May 15, 2026Michael Hudler, Franz Thaler, Martin UrschlerEchocardiographyAnatomical Priors

  38. Med-DisSeg: Dispersion-Driven Representation Learning for Fine-Grained Medical Image Segmentation

    May 14, 2026Zhiquan Chen, Haitao Wang, Guowei Zou +1Semi-Supervised Medical Image SegmentationMulti Organ Computed Tomography Segmentation

  39. Reducing Annotation Burden for Femoral Cartilage Segmentation in Knee MRI via Cross-Sequence Transfer Learning

    May 9, 2026Francesco Chiumento, Gianluigi Crimi, Elisa Moretta +7Multi Organ Computed Tomography SegmentationMagnetic Resonance Imaging

  40. Enhancing Cryo-EM Density Map Segmentation in Phenix for Improved Atomic Model Building

    May 6, 2026Chenwei ZhangCryo-Electron MicroscopyMulti Organ Computed Tomography Segmentation

  41. One Sequence to Segment Them All: Efficient Data Augmentation for CT and MRI Cross-Domain 3D Spine Segmentation

    May 4, 2026Nathan Molinier, Hendrik Möller, Thomas Dagonneau +6Multi Organ Computed Tomography SegmentationData Augmentation

  42. MSR:Hybrid Field Modeling for CT-MRI Rigid-Deformable Registration of the Cervical Spine with an Annotated Dataset

    Apr 30, 2026Bohai Zhang, Wenjie Chen, Mu Li +8Magnetic Resonance Imaging DatasetImage Registration

  43. Virtual-reality based patient-specific simulation of spine surgical procedures: A fast, highly automated and high-fidelity system for surgical education and planning

    Apr 29, 2026Raj Kumar Ranabhat, Tayler D Ross, Tony Jiao +3Virtual RealitySimulated Patients

  44. AI Approach for MRI-only Full-Spine Vertebral Segmentation and 3D Reconstruction in Paediatric Scoliosis

    Apr 20, 2026Nathasha Naranpanawa, Maree T. Izatt, Robert D. Labrom +2Multi Organ Computed Tomography Segmentation3D Reconstruction

  45. Segmenting Low-Contrast XCTs of Concrete: An Unsupervised Approach

    Feb 23, 2026Kaustav Das, Gaston Rauchs, Jan Sykora +1Multi Organ Computed Tomography SegmentationSemantic Segmentation

  46. Tracing 3D Anatomy in 2D Strokes: A Multi-Stage Projection Driven Approach to Cervical Spine Fracture Identification

    Jan 21, 2026Fabi Nahian Madhurja, Rusab Sarmun, Muhammad E. H. Chowdhury +3Multi Organ Computed Tomography SegmentationCone-Beam Computed Tomography

  47. Subcortical Masks Generation in CT Images via Ensemble-Based Cross-Domain Label Transfer

    Date pendingAugustine X. W. Lee, Pak-Hei Yeung, Jagath C. RajapakseMulti Organ Computed Tomography SegmentationCone-Beam Computed Tomography