Lesion

Momentum

13 papers in the last four weeks, against 2 the four weeks before. 0.1% of all new papers.

Jul 13Week of Sep 28

Latest papers 75

All topics
CardsList
  1. BiCC: Bidirectional Connected-Component Loss for Instance-Aware Segmentation

    Sep 24, 2026Luc Bouteille, Frederic Jonske, Jens Kleesiek +1Lesion SegmentationLesion

  2. Integrating Local Detail and Global Context: A Dual-Input Multi-Task Learning Framework for Bone Tumor Diagnosis

    Sep 23, 2026S. M. Nasif Uddin, Rusab Sarmun, Muhammad E. H. Chowdhury +3LesionTumor

  3. Gaze responses to false-positive computer-aided detection prompts during colonoscopy: a paired-video and real-time eye-tracking study

    Sep 22, 2026Te Luo, Yan Zhu, Peiyao Fu +5ColonoscopyEye Tracking

  4. StenoVLA-3D: 3D-Aware Reasoning VLA for Navigation Through Gastrointestinal Stenoses

    Sep 21, 2026Tamima Tabassum, Yiming Huang, Tianchun Wu +7Robotic Soft Esophagus3D Generation

  5. Modeling Clinical Workflow for SYNTAX Scoring from Coronary Angiography Videos

    Sep 20, 2026Suzhong Fu, Jingqi Dong, Xuan Ding +4Coronary AngiographyReal-World Clinical Workflows

  6. Lesion-centered 3D mapping of colonoscopy procedures: validation of a hierarchical ensemble pipeline on public benchmark videos

    Sep 15, 2026Hyunjun Kim, Hyeonwoo Na, Jaewoo LeeColonoscopyLesion

  7. A Unified Vision-Language Model for PSMA PET/CT Report Generation, Visual Question Answering, and Lesion Segmentation

    Sep 14, 2026Yang Xing, Jiong Wu, Savas Ozdemir +11Lesion SegmentationMedical Vision-Language Models

  8. Bridging Vision Foundation Model Priors with CLIP for Spatial-aware Few-shot Anomaly Detection in Medical Images

    Sep 14, 2026Juzheng Miao, Yuchen Yuan, Cheng Chen +1Medical ImagesLesion

  9. 3D CT-to-PET Translation via Latent Brownian Bridge Diffusion

    Sep 14, 2026Sarita Mourya, Francesco Di Feola, Pierangelo Veltri +1Positron Emission TomographyLesion

  10. GRIPNet: Gaussian Radial Intensity Prior Guided Architecture for Pulmonary Nodule Detection in CT

    Sep 12, 2026Haojie Yang, Ran SuLung-Nodule Artificial IntelligenceLesion

  11. Scale-Aware 3D Deep Learning for Robust Brain Metastasis Detection in Multimodal MRI

    Sep 9, 2026Sylvain Jaume, Hongming Wang, Simon K. WarfieldBrain Tumor SegmentationMagnetic Resonance Imaging

  12. AgroVisNet: A lightweight Convolutional Network and the BD-PlantDX Expert-Validated Benchmark for Radish, Potato and Pointed Gourd Disease Classification

    Sep 9, 2026Md. Abdullah Mandal, Saad Ahmed, Md. Khalid SyfullahLeaf Disease ClassificationPrecision Agriculture

  13. LightMedSeg-ISLES: Stroke Lesion Segmentation with 81x Fewer Parameters than nnU-Net

    Sep 9, 2026Giorgi Nikvashvili, Hanxue Gu, Jie Bao +2U-NetLesion

  14. Improving Clinical Target Volume Segmentation Accuracy using Anatomical Priors and Active Learning for the AGITG TOPGEAR Clinical Trial

    Sep 2, 2026Phillip Chlap, Mark Lee, Trevor Leong +11Semi-Supervised Medical Image SegmentationAnatomical Priors

  15. Modern Backbones Improve Multi-task DETR for Mammography Classification and Lesion Localization

    Aug 10, 2026Dinh Tan Nguyen, Quang-Hien Kha, Le-Hoang Nguyen +8MammographyLesion

  16. PARAGraph: Pathology-Anatomy-Aware Hierarchical Graph for Diabetic Retinopathy Grading

    Aug 8, 2026Ziyang Zhang, Yuankai Huo, Yalin Zheng +1Retinal ImagingLesion

  17. Frequency-Domain Dual-Branch Fusion for Medical Visual Question Answering

    Aug 8, 2026Yusra Tariq, Rakesh Chandra JoshiMedical Visual Question AnsweringMultimodal Fusion

  18. Does FLAIR super-resolution erase or hallucinate small white-matter lesions?

    Aug 6, 2026Zahra Khodakarami, Yue Li, Pulkit Khandelwal +5Magnetic Resonance ImagingGenerative Super-Resolution

  19. OTLesMix: Wasserstein Barycenter and Optimal Transport Map for Synthetic Lesion Generation with Diverse Shapes and Locations

    Aug 6, 2026Robin Trombetta, Carole LartizienMedical Image GenerationData Augmentation

  20. Lesion Detection in CT with Frozen Self-Distilled Features: SALT, a Spatially Adaptive Label-Guided Temperature

    Aug 5, 2026Mahmut S. Gokmen, Evan W. Damron, Mitchell A. Klusty +3LesionSelf-Supervised Learning

  21. FUSEP: A Multi-Center Benchmark for Diverse Tasks in Early Pregnancy Fetal Ultrasound Screening

    Aug 5, 2026Bin Pu, Jiewen Yang, Liwen Wang +9Prenatal UltrasoundClinical Ultrasound Dataset

  22. RadYOLO: Computationally Efficient 3D Object Detection and Segmentation in CT and MRI

    Aug 1, 2026Kai Geissler, Laurens Müller-Groh, Hans Meine3D Medical Image SegmentationYolo26

  23. A report-grounded vision-language foundation model for colonoscopy from 280000 routine reports

    Jul 30, 2026Jia Yu, Yan Zhu, Yili He +12ColonoscopyMedical Vision-Language Models

  24. PRISM-Net: Patient-specific reference-guided inter-breast symmetry matching for three-class breast DCE-MRI classification

    Jul 29, 2026Boya Zhang, Shuaiwen Zhou, Di Kong +7MammographyLesion

  25. Searching for Robust Augmentations to Improve Out-of-Domain Generalization in Dermoscopic Skin Cancer Classification

    Jul 29, 2026Alexander Kozachok, Ilya Latyshev, Evgeny Karpulevich +3Skin Lesion ClassificationData Augmentation

  26. Re-thinking Mammography Transfer Learning: The Dataset-Informed Transfer Learning (DITL) Framework for Breast Cancer Screening and Lesion Diagnosis

    Jul 28, 2026Adarsh Bhandary Panambur, Siming Bayer, Andreas MaierMammographyCancer Detection

  27. GLI-AL: A Multi-Modal Glioma MRI Label Resource with Unified Anatomy-Lesion Labels

    Jul 24, 2026Xingyu Xiang, Shuang Hao, Fan Wang +2Brain Tumor SegmentationBrain Tumor Classification

  28. 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

  29. FSB-Net: Frequency-Spatial Boundary Network for Brain Stroke Lesion Segmentation in Non-Contrast CT

    Jul 23, 2026Linke Fan, Xianglong Li, Huixin Huang +1StrokeLesion

  30. StrokeSeg2: Stroke Lesion Segmentation in Clinical Research Workflows

    Jul 22, 2026Youwan Mahé, Axel Plessis, Stéphanie Leplaideur +3Brain Tumor SegmentationStroke

  31. PRISM-DR: Per-lesion Retinal Inference with Specialist Models for Diabetic Retinopathy

    Jul 22, 2026Zübeyr Özeren, Tansel UyarFundus ImagesLesion

  32. Privileged Lesion-Context Relational Distillation for Mask-Free Skin Lesion Classification

    Jul 21, 2026Abu Mukaddim Rahi, Md Mithun Hossain, Md Zulficar Hasan Joy +2Skin Lesion ClassificationLesion Segmentation

  33. Region-Grounded Vision-Language Learning for Detection-Guided Mammographic Lesion Classification

    Jul 17, 2026Zhengbo Zhou, Jiren Li, Dooman Arefan +2LesionMedical Vision-Language Models

  34. Benchmarking MRI Representations for Deep Learning-Based Focal Cortical Dysplasia Segmentation

    Jul 17, 2026Soumen Ghosh, John Phamnguyen, Amit Soni Arya +3Functional Magnetic Resonance ImagingLesion

  35. DermDepth: Toward Monocular Metric Scale 3D Reconstruction Models for Dermatology

    Jul 14, 2026Héctor Carrión, Narges NorouziSkin Lesion ClassificationMelanoma

  36. CHM-Net: Center Heatmap-driven Macro-Micro Modeling Network for MRI-based Microbial Density Stratification

    Jul 10, 2026Jiaming Liang, Haolin Chen, Tingting Li +7Bacterial Colony CountingLesion

  37. AA-ViT: Anatomically Aware Vision Transformer with Structural and Frequency Guidance for Contrast Enhanced Brain MRI Synthesis

    Jul 8, 2026Talha Meraj, Tom Flannery, Charlie Cummins +6Magnetic Resonance ImagingGlioma

  38. TRACE-Seg3D: Counterfactual Context Auditing For Robust 3D Glioma Segmentation Under Institutional Shift

    Jul 8, 2026Nguyen Linh Dan Le, Nguyen Pham Hoang Le, Tran Dang Khoi3D Medical Image SegmentationBrain Tumor Segmentation

  39. Seeing What Matters: Lesion-Aware High-Resolution Patch Discovery and Fusion for Chest X-ray Report Generation

    Jul 8, 2026Yingshu Li, Yunyi Liu, Zhenghao Chen +5Chest X-RayRadiology Report Generation

  40. CenSynCMB: Centre Maps and Physics-Guided Synthesis for Microbleed Detection

    Jul 6, 2026Lucas He, Hanyuan Zhang, Krinos Li +7LesionPhysics-Guided Machine Learning

  41. GRAPE: Graph-Augmented Prototype Explanations for Interactive Medical Image Diagnosis

    Jun 29, 2026Rasul Khanbayov, Erchin Serpedin, Hasan KurbanLesionDiagnosis

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

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

  43. RADIANT-PET: Reasoning-Augmented PET/CT Lesion Segmentation with Large Language Models and Reinforcement Learning

    Jun 23, 2026Jiasheng Wang, Tanun Jitwatcharakomol, Piyawadee Jongpradubgiat +1Positron Emission TomographyLesion

  44. Polynomial Dice Loss for Medical Image Segmentation

    Jun 22, 2026Hiroaki AizawaLoss FunctionLesion

  45. CheXpercept: A Benchmark for Evaluating Expert-Level Lesion Perception in Chest X-rays

    Jun 19, 2026Geon Choi, Hangyul Yoon, Nalee Kim +5Chest X-RayMedical Vision-Language Models

  46. Geometry-Aware Superpixel Graph Transformer with Metadata for Skin Lesion Classification

    Jun 18, 2026Muhammad Azeem, Tanveer Hussain, Amr Ahmed +1Skin Lesion ClassificationMelanoma

  47. 3D Classification of Paramagnetic Rim Lesions in Multiple Sclerosis via Asymmetric QSM-FLAIR Modeling

    Jun 15, 2026Veronica Pignedoli, Giacomo Boffa, Nicoletta Noceti +3Multiple SclerosisLesion

  48. Two-Stage Fine-Tuning of ResNet50 for High-Sensitivity Melanoma Detection on Dermoscopic Images

    Jun 11, 2026Aryan BhagatSkin Lesion ClassificationMelanoma

  49. DSU-Net: An Attention-Enhanced Dense Skip U-Net for Breast Lesion Segmentation in Mammographic Images

    Jun 3, 2026Reza Bozorgpour, Mohammadreza Soltany SadrabadiLesion SegmentationMammography

  50. Multi-Granularity 3D Kidney Lesion Characterization from CT Volumes

    Jun 3, 2026Renjie Liang, Zhengkang Fan, Jinqian Pan +4LesionChronic Kidney Disease

  51. Exploiting Longitudinal Context in Clinician-Verified Interactive Lesion Tracking

    May 22, 2026Yannick Kirchhoff, Maximilian Rokuss, Daniel Philipp Mertens +5LesionLongitudinal

  52. GLeVE: Graph-Guided Lesion Grounding with Proposal Verification in 3D CT

    May 21, 2026Shuo Jiang, Yuhao Hong, Chunbo Jiang +9LesionCone-Beam Computed Tomography

  53. Pixel Wised Lesion Prediction on COVID-19 CT Imagery: A Comparative Analysis of Automated Image Segmentation Architectures

    May 19, 2026Sarmad Khan, Arslan Shaukat, Umer Asgher +1Lesion SegmentationLesion

  54. Cross-Source Supervision for Bone Infection Segmentation in Dual-Modality PET-CT

    May 10, 2026Zonglin Yang, Xiaolei Diao, Jishizhan Chen +5LesionMismatch

  55. Cross-Modal Semantic-Enhanced Diffusion Framework for Diabetic Retinopathy Grading

    May 10, 2026Yiqun WangLesion

  56. Benchmarking Foundation Models for Renal Lesion Stratification in CT

    May 8, 2026Hartmut Häntze, Sarah de Boer, Myrthe Buser +7RadiomicsLesion

  57. iTRIALSPACE: Programmable Virtual Lesion Trials for Controlled Evaluation of Lung CT Models

    May 7, 2026Fakrul Islam Tushar, Umme Hafsa Momy, Joseph Y. Lo +1Lung-Nodule Artificial IntelligenceCone-Beam Computed Tomography

  58. SAIL: Structure-Aware Interpretable Learning for Anatomy-Aligned Post-hoc Explanations in OCT

    May 4, 2026Tienyu Chang, Tianhao Li, Ruogu Fang +2Optical Coherence TomographyRetinal Imaging