| Specialist vision-language models for clinical ophthalmology | Jul 11, 2024 | Diagnostic | CodeCode Available | 1 | 5 |
| Structural Entities Extraction and Patient Indications Incorporation for Chest X-ray Report Generation | May 23, 2024 | cross-modal alignmentDecoder | CodeCode Available | 1 | 5 |
| Don't PANIC: Prototypical Additive Neural Network for Interpretable Classification of Alzheimer's Disease | Mar 13, 2023 | Diagnostic | CodeCode Available | 1 | 5 |
| Style is NOT a single variable: Case Studies for Cross-Stylistic Language Understanding | Aug 1, 2021 | DiagnosticSentence | CodeCode Available | 1 | 5 |
| A Benchmark of Medical Out of Distribution Detection | Jul 8, 2020 | DiagnosticMedical Diagnosis | CodeCode Available | 1 | 5 |
| AngioMoCo: Learning-based Motion Correction in Cerebral Digital Subtraction Angiography | Oct 9, 2023 | Diagnostic | CodeCode Available | 1 | 5 |
| Dr.Spider: A Diagnostic Evaluation Benchmark towards Text-to-SQL Robustness | Jan 21, 2023 | DiagnosticNatural Questions | CodeCode Available | 1 | 5 |
| Dr-SAM: An End-to-End Framework for Vascular Segmentation, Diameter Estimation, and Anomaly Detection on Angiography Images | Apr 25, 2024 | Anomaly DetectionDiagnostic | CodeCode Available | 1 | 5 |
| DrVD-Bench: Do Vision-Language Models Reason Like Human Doctors in Medical Image Diagnosis? | May 30, 2025 | DiagnosticMedical Image Analysis | CodeCode Available | 1 | 5 |
| DSCENet: Dynamic Screening and Clinical-Enhanced Multimodal Fusion for MPNs Subtype Classification | Jul 11, 2024 | Diagnosticwhole slide images | CodeCode Available | 1 | 5 |
| Dual-Branch Squeeze-Fusion-Excitation Module for Cross-Modality Registration of Cardiac SPECT and CT | Jun 10, 2022 | Computed Tomography (CT)Diagnostic | CodeCode Available | 1 | 5 |
| Dual-Branch Subpixel-Guided Network for Hyperspectral Image Classification | Dec 5, 2024 | ClassificationDiagnostic | CodeCode Available | 1 | 5 |
| DxFormer: A Decoupled Automatic Diagnostic System Based on Decoder-Encoder Transformer with Dense Symptom Representations | May 8, 2022 | DecoderDiagnostic | CodeCode Available | 1 | 5 |
| DVD: A Diagnostic Dataset for Multi-step Reasoning in Video Grounded Dialogue | Jan 1, 2021 | DiagnosticObject Tracking | CodeCode Available | 1 | 5 |
| The DEVIL is in the Details: A Diagnostic Evaluation Benchmark for Video Inpainting | May 11, 2021 | AttributeDiagnostic | CodeCode Available | 1 | 5 |
| The HAM10000 dataset, a large collection of multi-source dermatoscopic images of common pigmented skin lesions | Mar 28, 2018 | BIG-bench Machine LearningDiagnostic | CodeCode Available | 1 | 5 |
| ECGtizer: a fully automated digitizing and signal recovery pipeline for electrocardiograms | Dec 9, 2024 | Diagnostic | CodeCode Available | 1 | 5 |
| FPUS23: An Ultrasound Fetus Phantom Dataset with Deep Neural Network Evaluations for Fetus Orientations, Fetal Planes, and Anatomical Features | Mar 14, 2023 | Diagnostic | CodeCode Available | 1 | 5 |
| fastMRI Breast: A publicly available radial k-space dataset of breast dynamic contrast-enhanced MRI | Jun 7, 2024 | DiagnosticImage Reconstruction | CodeCode Available | 1 | 5 |
| Quad-Net: Quad-domain Network for CT Metal Artifact Reduction | Jul 24, 2022 | Computed Tomography (CT)Diagnostic | CodeCode Available | 1 | 5 |
| ABNIRML: Analyzing the Behavior of Neural IR Models | Nov 2, 2020 | DiagnosticLanguage Modelling | CodeCode Available | 1 | 5 |
| Eye-gaze Guided Multi-modal Alignment for Medical Representation Learning | Mar 19, 2024 | Diagnosticimage-classification | CodeCode Available | 1 | 5 |
| Toward Foundational Model for Sleep Analysis Using a Multimodal Hybrid Self-Supervised Learning Framework | Feb 18, 2025 | Contrastive LearningDiagnostic | CodeCode Available | 1 | 5 |
| Factual Serialization Enhancement: A Key Innovation for Chest X-ray Report Generation | May 15, 2024 | Contrastive Learningcross-modal alignment | CodeCode Available | 1 | 5 |
| EEG-DIF: Early Warning of Epileptic Seizures through Generative Diffusion Model-based Multi-channel EEG Signals Forecasting | Oct 22, 2024 | DiagnosticEEG | CodeCode Available | 1 | 5 |
| A Non-Invasive Interpretable NAFLD Diagnostic Method Combining TCM Tongue Features | Sep 6, 2023 | Diagnosticfeature selection | CodeCode Available | 1 | 5 |
| Towards Practical Alzheimer's Disease Diagnosis: A Lightweight and Interpretable Spiking Neural Model | Jun 11, 2025 | Diagnostic | CodeCode Available | 1 | 5 |
| Efficient and Accurate Pneumonia Detection Using a Novel Multi-Scale Transformer Approach | Aug 8, 2024 | ClassificationComputational Efficiency | CodeCode Available | 1 | 5 |
| EgoSchema: A Diagnostic Benchmark for Very Long-form Video Language Understanding | Aug 17, 2023 | DiagnosticEgoSchema | CodeCode Available | 1 | 5 |
| EgoTaskQA: Understanding Human Tasks in Egocentric Videos | Oct 8, 2022 | Action Localizationcounterfactual | CodeCode Available | 1 | 5 |
| Exploring Automatic Diagnosis of COVID-19 from Crowdsourced Respiratory Sound Data | Jun 10, 2020 | BIG-bench Machine LearningCOVID-19 Diagnosis | CodeCode Available | 1 | 5 |
| Ultra-high-resolution unpaired stain transformation via Kernelized Instance Normalization | Aug 23, 2022 | DiagnosticGPU | CodeCode Available | 1 | 5 |
| Encoding Cardiopulmonary Exercise Testing Time Series as Images for Classification using Convolutional Neural Network | Apr 26, 2022 | DiagnosticTime Series | CodeCode Available | 1 | 5 |
| EP-SAM: Weakly Supervised Histopathology Segmentation via Enhanced Prompt with Segment Anything | Oct 17, 2024 | DiagnosticGPU | CodeCode Available | 1 | 5 |
| A General-Purpose Self-Supervised Model for Computational Pathology | Aug 29, 2023 | Code ClassificationDiagnostic | CodeCode Available | 1 | 5 |
| A Novel Approach for detecting Normal, COVID-19 and Pneumonia patient using only binary classifications from chest CT-Scans | Mar 28, 2022 | COVID-19 DiagnosisDiagnostic | CodeCode Available | 1 | 5 |
| EchoNet-Quality: Denoising Echocardiograms via Deep Generative Modeling of Ultrasound Noise | Apr 29, 2025 | DenoisingDiagnostic | CodeCode Available | 1 | 5 |
| Enhancing Network Initialization for Medical AI Models Using Large-Scale, Unlabeled Natural Images | Aug 15, 2023 | ClassificationDiagnostic | CodeCode Available | 1 | 5 |
| Unpaired Multi-Domain Histopathology Virtual Staining using Dual Path Prompted Inversion | Dec 15, 2024 | DiagnosticDisentanglement | CodeCode Available | 1 | 5 |
| UnPuzzle: A Unified Framework for Pathology Image Analysis | Mar 5, 2025 | BenchmarkingDiagnostic | CodeCode Available | 1 | 5 |
| Epileptic Seizure Classification with Symmetric and Hybrid Bilinear Models | Jan 15, 2020 | ClassificationDiagnostic | CodeCode Available | 1 | 5 |
| CovXNet: A multi-dilation convolutional neural network for automatic COVID-19 and other pneumonia detection from chest X-ray images with transferable multi-receptive feature optimization | Jul 1, 2020 | COVID-19 DiagnosisDiagnostic | CodeCode Available | 1 | 5 |
| Utilizing Automated Breast Cancer Detection to Identify Spatial Distributions of Tumor Infiltrating Lymphocytes in Invasive Breast Cancer | May 26, 2019 | Breast Cancer DetectionDiagnostic | CodeCode Available | 1 | 5 |
| VAEs in the Presence of Missing Data | Jun 9, 2020 | DecoderDiagnostic | CodeCode Available | 1 | 5 |
| BrainIB: Interpretable Brain Network-based Psychiatric Diagnosis with Graph Information Bottleneck | May 7, 2022 | DiagnosticFunctional Connectivity | CodeCode Available | 1 | 5 |
| Exploring the Promise and Limits of Real-Time Recurrent Learning | May 30, 2023 | Diagnostic | CodeCode Available | 1 | 5 |
| Vision-and-Language or Vision-for-Language? On Cross-Modal Influence in Multimodal Transformers | Sep 9, 2021 | DiagnosticLanguage Modelling | CodeCode Available | 1 | 5 |
| Federated Learning for Computational Pathology on Gigapixel Whole Slide Images | Sep 21, 2020 | Deep LearningDiagnostic | CodeCode Available | 1 | 5 |
| Learn-Morph-Infer: a new way of solving the inverse problem for brain tumor modeling | Nov 7, 2021 | DiagnosticMORPH | CodeCode Available | 1 | 5 |
| Noise Conscious Training of Non Local Neural Network powered by Self Attentive Spectral Normalized Markovian Patch GAN for Low Dose CT Denoising | Nov 11, 2020 | DenoisingDiagnostic | CodeCode Available | 1 | 5 |
