| 3D Cerebrovascular Shape Completion from Biplane Angiography and CTA Prior |
Jehkul, Janik |
Code |
TopBrain CTA Dataset: https://topbrain2025.grand-challenge.org/data/ Clinical CTA/DSA dataset (Brigham and Women’s Hospital): Not publicly available due to PHI constraintsDataset 1 |
Information & reviews |
| 3D Classification of Paramagnetic Rim Lesions in Multiple Sclerosis via Asymmetric QSM–FLAIR Modeling |
Pignedoli, Veronica |
Code |
N/A |
Information & reviews |
| A Clinical Guideline-Grounded Hybrid Agentic Framework for Holistic Epilepsy Management |
Pham, Duy Khoa |
Code |
N/A |
Information & reviews |
| A Confounder-aware Representation Learning Framework for Alzheimer’s Disease Classification |
Chen, Yuanhao |
Code |
N/A |
Information & reviews |
| A Counterfactual Framework for Directional Cell–Cell Interaction Analysis in Spatial Transcriptomics |
Anzum, Humaira |
Code |
We utilized spatial transcriptomics data from human cholangiocarcinoma TMAs, selecting 38 independent cores generated via the Xenium platform. These data were obtained from The University of Texas MD Anderson Cancer Center and are not publicly available at this time. The code is demonstrated using a publicly available breast cancer dataset with the following link: https://github.com/Snigdha022/Counterfactual-Cell-Influence-Spatial-Transcriptomics/tree/main/data/rawDataset 1 |
Information & reviews |
| A Flexible Structure-Guided Feature Aggregation Paradigm for Efficient Vascular Representation |
Qi, Yaolei |
Code |
N/A |
Information & reviews |
| A Guideline-Aware AI Agent for Zero-Shot Target Volume Auto-Delineation |
Kim, Yoon Jo |
Code |
N/A |
Information & reviews |
| A Hierarchical Multi-Task Framework for Dementia Diagnosis via Pathological Feature Learning from Multi-Organ Data |
Zhao, Shilun |
Code |
N/A |
Information & reviews |
| A Modality-Aware Mixture-of-Experts Framework for Clinical Multimodal Breast Ultrasound Diagnosis |
Suo, Hao |
Code |
N/A |
Information & reviews |
| A Multi-center Benchmark for Abdominal Disease Diagnosis and Report Generation from Non-Contrast CT |
Elbakry, Mariam |
Code |
N/A |
Information & reviews |
| A Multi-view, Hybrid, Hypergraph Learning Framework with Causal Perturbation for Early Alzheimer’s Disease Diagnosis |
Jia, Yifan |
Code |
ADNI dataset: https://adni.loni.usc.edu/Dataset 1 |
Information & reviews |
| A Multimodal 3D Foundation Model for Light Sheet Fluorescence Microscopy Enables Few-Shot Segmentation, Classification, and Deblurring |
Scheinfeld, Adina |
Code |
https://zenodo.org/records/20149070Dataset 1 |
Information & reviews |
| A Neurosymbolic Framework for Interpretable Skeleton-Based Seizure Detection via Concept-Driven Logical Reasoning |
Ilyas, Talha |
Code |
https://github.com/Mr-TalhaIlyas/CDSDDataset 1 |
Information & reviews |
| A Real-World Evaluation of Failure Detection for Liver CT Segmentation |
Bennett, Jeddy |
Code |
N/A |
Information & reviews |
| A Unified Few-Shot Framework for Multi-Atlas Neuroimaging Segmentation Leveraging Vision Foundation Models |
Guo, Bocheng |
Code |
HCP dataset: https://www.humanconnectomeproject.org/data/Dataset 1 |
Information & reviews |
| A Unified Framework for Joint Detection of Lacunes and Enlarged Perivascular Spaces |
He, Lucas |
Code |
VALDO dataset: https://zenodo.org/records/4520773 EPAD dataset: https://ep-ad.orgDataset 1 · Dataset 2 |
Information & reviews |
| AC-MIL: Weakly-Supervised Atrial LGE-MRI Quality Assessment via Adversarial Concept Disentanglement |
Sultan, K. M. Arefeen |
Code |
N/A |
Information & reviews |
| ACA: Post-hoc Adaptive Logit Alignment for 3D Medical Image Segmentation |
Dong, Nanyu |
Code |
N/A |
Information & reviews |
| Accurate Reconstruction of the Standard 12-Lead ECG from a Single Lead Based on Inherent Principles of ECG |
Seo, Dong-hyuk |
Code |
PTB-XL dataset: https://physionet.org/content/ptb-xl/1.0.3/ cusph dataset: https://physionet.org/content/ecg-arrhythmia/1.0.0/Dataset 1 · Dataset 2 |
Information & reviews |
| AdaSurvMamba: Dynamic Fusion and Semantic Scanning for Multimodal Survival Analysis |
Zhong, Jialong |
Code |
N/A |
Information & reviews |
| Addressing Gradient Conflicts in Multimodal Fundus Disease Recognition with Fusion-Guided Learning |
Liu, Xiaozhou |
Code |
N/A |
Information & reviews |
| AEGIS: Anatomy-Embedded Group-Invariant Segmentation for Fair Medical Foundation Models |
Wang, Sen |
Code |
PI-CAI: https://pi-cai.grand-challenge.org/ Harvard-FairSeg: https://github.com/luoyan407/FairSegDataset 1 · Dataset 2 |
Information & reviews |
| Age Conditional Longitudinal Forecasting of Adolescent Functional Connectivity via Brownian Bridge Diffusion Models |
Zhang, Rongye |
Code |
Chinese Color Nest Project(CCNP) dataset: https://www.scidb.cn/en/detail?dataSetId=c81f0e90a51b4cfca348ce4da6ca734eDataset 1 |
Information & reviews |
| AGE-MIL: Anchor-Guided Evidence Learning for Patient-Level Prediction |
Niu, Jiawei |
Code |
N/A |
Information & reviews |
| Agent-Guided Relational Concept Discovery: Toward Interpretable Surgical Margin Assessment |
Maghsoodi, Nooshin |
Code |
Our dataset is private, and we are not allowed to publish it. |
Information & reviews |
| AGGRNet: Selective Feature Extraction and Aggregation for Enhanced Medical Image Classification |
Makwe, Ansh |
Code |
N/A |
Information & reviews |
| AHPR-Net: Anatomy-aware Hierarchical Prompting Refinement Network for Spine Image Segmentation |
Zhao, Junyong |
Code |
N/A |
Information & reviews |
| AI-Driven Pulmonary Congestion Assessment for Lung Ultrasound via Segmentation-Guided Transformers |
Fooladgar, Fahimeh |
Code |
https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/HFTV7DDataset 1 |
Information & reviews |
| ALSAnchorNet: Biologically Informed Multimodal MRI Fusion for Amyotrophic Lateral Sclerosis Diagnosis |
Shen, Xiongri |
Code |
Multimodal MRI ALS dataset: https://github.com/AQ-MedAI/ALSAnchorNetDataset 1 |
Information & reviews |
| An Artifact-Based Agent Framework for Adaptive and Reproducible Medical Image Processing |
Zuo, Lianrui |
Code |
NLST dataset: https://www.cancerimagingarchive.net/collection/nlst/Dataset 1 |
Information & reviews |
| Anatomically Accurate 3D Vessel Generation via 3-Phase Chebyshev Curve Diffusion |
Mo, Jihwan |
Code |
ImageCAS dataset: https://github.com/XiaoweiXu/ImageCAS-A-Large-Scale-Dataset-and-Benchmark-for-Coronary-Artery-Segmentation-based-on-CTDataset 1 |
Information & reviews |
| Anatomically Consistent TMJ Disc Segmentation via Semantic Anchoring and Clinical Priors |
Ju, Dayun |
Code |
N/A |
Information & reviews |
| Anatomy- and Site-Guided 3D Patch Diffusion for Robust MRI Harmonization |
Hache, Barnabé |
Code |
SALD dataset: https://fcon_1000.projects.nitrc.org/indi/retro/sald.html IXI dataset: https://brain-development.org/ixi-dataset/ OASIS-3 dataset: https://sites.wustl.edu/oasisbrains/home/oasis-3/ AIBL dataset: https://adni.loni.usc.edu/aibl-australian-imaging-biomarkers-and-lifestyle-study-of-ageing-18-month-data-now-released/ SRPBS dataset: https://www.synapse.org/Synapse:syn22317079Dataset 1 · Dataset 2 · Dataset 3 · Dataset 4 · Dataset 5 |
Information & reviews |
| Anatomy-Anchored Self-Supervision: Distilling Vision Foundation Models for Invariant Ultrasound Representation |
Zhu, Chunzheng |
Code |
N/A |
Information & reviews |
| Anatomy-Aware Hierarchical Multiple Instance Learning for Interpretable COPD Diagnosis and Phenotype Analysis |
Ahmadi, Raha |
Code |
N/A |
Information & reviews |
| Anatomy-Aware Prediction of Bronchoscopic Accessibility from 3D CT |
Peng, Linkai |
Code |
https://nubagcilab.github.io/BronchoAccess/Dataset 1 |
Information & reviews |
| Anatomy-Conditioned Domain Randomization for Zero-Shot 3D Cerebrovascular Segmentation |
Pentassuglia, Matteo |
Code |
N/A |
Information & reviews |
| Anatomy-Grounded Synthetic Coronary Angiography for Geometry-Informed Multi-view Matching |
Lee, In Kyu |
Code |
https://drive.google.com/drive/folders/1JXRTGlTbWIbb-hvGqmrZnPXJZs86otZr?usp=sharingDataset 1 |
Information & reviews |
| Anatomy-Guided Residual Motion Diffusion for Controllable 4D Cardiac MRI Synthesis |
Cao, Yiheng |
Code |
ACDC dataset: https://www.creatis.insa-lyon.fr/Challenge/acdc/databases.html Kaggle dataset: https://www.kaggle.com/c/second-annual-data-science-bowl/data M&Ms dataset: https://www.ub.edu/mnms/ M&Ms2 dataset: https://www.ub.edu/mnms-2/Dataset 1 · Dataset 2 · Dataset 3 · Dataset 4 |
Information & reviews |
| Anatomy-Structured Hierarchical MIL for Weakly-Supervised Thoracic Disease Detection in Chest X-Rays |
Kim, Jeongin |
Code |
N/A |
Information & reviews |
| Anatomy-Texture Aware Safe Gradient Guidance for Source-Free Domain Adaptive Echocardiography Video Segmentation |
Lv, Jinrong |
Code |
CAMUS dataset: https://www.creatis.insa-lyon.fr/Challenge/camus/ EchoNet-Dynamic dataset: https://echonet.github.io/dynamic/ EchoNet-Pediatric dataset: https://echonet.github.io/pediatric/Dataset 1 · Dataset 2 · Dataset 3 |
Information & reviews |
| Angio-Stitch: An Unsupervised Coarse-to-Fine Framework for Sequential Stitching of Confocal Laser Endomicroscopy Images |
Hu, Xiaoshi |
Code |
N/A |
Information & reviews |
| Anomaly Detection in Fetal Echocardiography via Cross-Modal Translation and Region-Discriminated Error Calibration |
Yang, Qianye |
Code |
N/A |
Information & reviews |
| AnomExpert: Identifying and Selecting Anatomical Planes for Prenatal Ultrasound Anomaly Diagnosis |
Wang, Jian |
Code |
N/A |
Information & reviews |
| APEX-SAM: Anatomy-Aware Prompting with Expert Retrieval for Training-Free Medical Image Segmentation |
Mao, Zhihao |
Code |
CHAOS dataset: https://chaos.grand-challenge.org/ BTCV (Multi-Atlas Labeling Beyond the Cranial Vault) dataset: https://www.synapse.org/Synapse:syn3193805 MS-CMRSeg 2019 dataset: https://zmiclab.github.io/zxh/0/mscmrseg19/Dataset 1 · Dataset 2 · Dataset 3 |
Information & reviews |
| Arrhythmia-Robust Cine-MRI via Latent Motion Artifact Characterization |
Ning, Gaoning |
Code |
N/A |
Information & reviews |
| AS-TIME: Time-Conditioned Multimodal Modeling of Aortic Stenosis Progression |
Kim, Diane |
Code |
N/A |
Information & reviews |
| ASTAR: Automated Induction of STAndardized Radiology Reporting Templates from Large-Scale Clinical Free-Text Corpora |
Zhang, Xinfeng |
Code |
N/A |
Information & reviews |
| Asym-MSF: Asymmetric Multi-scale Structural Fusion for Robust BCVA Prediction with Self-supervised Fidelity Constraints |
Wang, Yifei |
Code |
N/A |
Information & reviews |
| AsynDiff: Asynchronous-Timestep Diffusion with Noise-Aware Attention for Multi-sequence MRI Synthesis |
Han, Luyi |
Code |
BraTS2021: https://www.cancerimagingarchive.net/analysis-result/rsna-asnr-miccai-brats-2021/ BraTS-GLI (2024): https://www.synapse.org/Synapse:syn53708249/wiki/626323Dataset 1 · Dataset 2 |
Information & reviews |
| AtomiMed: Hierarchical Atomic Fact-Checking for Universal Clinical-Aware Medical Report Evaluation |
Wang, Yuan |
Code |
N/A |
Information & reviews |
| Attention is Matter for Inclusiveness: Generating Synthetic CT for Patients with Hip Implants |
Zala, Nico Camillo |
Code |
SynthRAD2023 dataset (Dataset 3): https://zenodo.org/records/7260705Dataset 1 |
Information & reviews |
| Attention-Based Prototype Calibration for Multi-Rater Few-Shot Medical Image Segmentation |
Vu, Truong |
Code |
CURVAS dataset: https://zenodo.org/records/13767408 QUBIQ Brain-Growth dataset: https://qubiq21.grand-challenge.org/participation/Dataset 1 · Dataset 2 |
Information & reviews |
| Attenuation-Resilient Alternating Optimization for Laparoscopic Liver Landmark Detection |
Liu, Lanqing |
Code |
P2ILF dataset: https://p2ilf.grand-challenge.org/ L3D dataset: https://github.com/PJLallen/D2GPLand L3D-2K dataset: https://github.com/cuiruize/D2GPLand-PlusDataset 1 · Dataset 2 · Dataset 3 |
Information & reviews |
| Automated Disentangling Analysis of Skin Colour for Lesion Images |
Yang, Wenbo |
Code |
N/A |
Information & reviews |
| Automated Optical Density Normalization for Myelin Quantification: Cross-Modal Validation with 7T Ex Vivo MRI |
Khodakarami, Zahra |
Code |
N/A |
Information & reviews |
| Automatic LV Localization and Short-Axis Plane Estimation from Arbitrary CMR Slice |
Yu, Yi |
Code |
N/A |
Information & reviews |
| B-spline Activations as Intrinsic Uncertainty Estimators in Medical Image Segmentation |
Du, Wenju |
Code |
CVC-ClinicDB (colonoscopy): https://polyp.grand-challenge.org/CVCClinicDB/ BUSI - Breast Ultrasound Images (ultrasound): https://scholar.cu.edu.eg/?q=afahmy/pages/dataset ISIC 2018 Task 1 - lesion segmentation (dermoscopy): https://challenge.isic-archive.com/data/ REFUGE (retinal fundus): https://refuge.grand-challenge.org/Dataset 1 · Dataset 2 · Dataset 3 · Dataset 4 |
Information & reviews |
| Bayesian Temporal Pose Networks for Uncertainty-Calibrated Laparoscopic Tool Pose Tracking |
Choudhry, Omar |
Code |
https://doi.org/10.5281/zenodo.20752650Dataset 1 |
Information & reviews |
| Bayesian Topological Analysis of Brain Networks |
Zhu, Xukun |
Code |
Duke/UNC Alzheimer’s Disease Research Center (ADRC) resting-state fMRI dataset: https://dukeuncadrc.org/Dataset 1 |
Information & reviews |
| BC-MultiSet: A Multi-target Dataset and Benchmark for Clinical Tasks in Breast Cancer |
Illarionova, Svetlana |
Code |
BC-MultiSet dataset: http://doi.org/10.5281/zenodo.20717567Dataset 1 |
Information & reviews |
| BCER Agent: Reliable Long-Horizon MRI Workflow Execution via Compilation, Artifact Binding, and Bounded Local Recovery |
Long, Ziyang |
Code |
N/A |
Information & reviews |
| BDFR-Net: Boundary-Aware Dual-Domain Feature Reconstruction Network for Fetal Ultrasound Image Segmentation |
Zhang, Wenfeng |
Code |
Miccai2024 dataset: https://www.kaggle.com/datasets/aspirexxx/iugc-ultrasound-video-dataset-miccai-2024 JNU-IFM dataset: https://figshare.com/articles/dataset/JNU-IFM/14371652 PSFHS dataset: https://zenodo.org/records/10969427 FH-PS-AoP dataset: https://www.kaggle.com/datasets/aspirexxx/psfhs-ultrasound-dataset-miccai-2023Dataset 1 · Dataset 2 · Dataset 3 · Dataset 4 |
Information & reviews |
| Be Indiscrete: The Benefits of Learning Continuous Spine Degeneration Severity Scores |
Monzon, Maria |
Code |
N/A |
Information & reviews |
| Benchmarking Pathology Foundation Models for Spatial Domain Understanding |
Zhao, Bokai |
Code |
N/A |
Information & reviews |
| Benchmarking Video Foundation Models for Remote Parkinson’s Disease Screening |
Islam, Md Saiful |
Code |
https://rochester.app.box.com/s/utw6cxrodcixenks1dxfbo9kagal7djp The dataset is described in the GitHub repository . We are actively working to add more types of anonymized data and will update the repository accordingly.Dataset 1 · Dataset 2 |
Information & reviews |
| Better Said Than Seen: Exposing and Mitigating Modality Collapse with ICD-11-Grounded Evaluation |
Hassan, Lara |
Code |
DermaVQA dataset: https://osf.io/72rp3/Dataset 1 |
Information & reviews |
| Beyond Clean Test Sets: Spurious Correlations in Medical Vision-language Models and the Role of Concept Supervision |
Corbetta, Valentina |
Code |
https://github.com/Emory-HITI/EMBED\_Open\_Data https://csyizhou.github.io/FGADR/ https://zenodo.org/records/20849422Dataset 1 · Dataset 2 · Dataset 3 |
Information & reviews |
| Beyond Stochastic Diffusion: Trajectory-Consistent Deterministic Flow Matching for Fluorescence Molecular Tomography |
Xue, Qianqian |
Code |
N/A |
Information & reviews |
| Beyond the Batch: Momentum-Updated Virtual Cohorts for 3D PET-CT Prognosis |
Liang, Xinglong |
Code |
N/A |
Information & reviews |
| Beyond Visual Cues: CoT-Enhanced Reasoning for Semi-supervised Medical Image Segmentation |
Chen, Yuming |
Code |
N/A |
Information & reviews |
| Beyond Visual Forensics: Auditing Multimodal Robustness for Synthetic Medical Image Detection |
Chiu, Ching-Hao |
Code |
N/A |
Information & reviews |
| BiC-ODE: Bidirectionally Coupled Neural ODEs for Rapid Laminar Surface Reconstruction of the Human Cortex from 5T MRI |
Cao, Shui |
[Code](https://github.com/s |
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