| BSDA-Net: A Boundary Shape and Distance Aware Joint Learning Framework for Segmenting and Classifying OCTA Images | Jul 10, 2021 | ClassificationDiagnostic | CodeCode Available | 1 | 5 |
| DeepGleason: a System for Automated Gleason Grading of Prostate Cancer using Deep Neural Networks | Mar 25, 2024 | Diagnosticimage-classification | CodeCode Available | 1 | 5 |
| Building a Scalable and Interpretable Bayesian Deep Learning Framework for Quality Control of Free Form Surfaces | Apr 7, 1994 | Active LearningBenchmarking | CodeCode Available | 1 | 5 |
| Bulbar ALS Detection Based on Analysis of Voice Perturbation and Vibrato | Mar 24, 2020 | ALS DetectionDiagnostic | CodeCode Available | 1 | 5 |
| C3S3: Complementary Competition and Contrastive Selection for Semi-Supervised Medical Image Segmentation | Jun 9, 2025 | Contrastive LearningDiagnostic | CodeCode Available | 1 | 5 |
| Anatomical and Diagnostic Bayesian Segmentation in Prostate MRI -Should Different Clinical Objectives Mandate Different Loss Functions? | Oct 25, 2021 | AnatomyDiagnostic | CodeCode Available | 1 | 5 |
| Deep Hypergraph U-Net for Brain Graph Embedding and Classification | Aug 30, 2020 | ClassificationDiagnostic | CodeCode Available | 1 | 5 |
| HealthyGAN: Learning from Unannotated Medical Images to Detect Anomalies Associated with Human Disease | Sep 5, 2022 | Anomaly DetectionDiagnostic | CodeCode Available | 1 | 5 |
| Heart Murmur Detection from Phonocardiogram Recordings: The George B. Moody PhysioNet Challenge 2022 | Aug 16, 2022 | Classify murmursDiagnostic | CodeCode Available | 1 | 5 |
| Deep Learning-Based Quantification of Pulmonary Hemosiderophages in Cytology Slides | Aug 12, 2019 | Deep LearningDiagnostic | CodeCode Available | 1 | 5 |
| Deep Multimodal Guidance for Medical Image Classification | Mar 10, 2022 | Brain Tumor ClassificationClassification | CodeCode Available | 1 | 5 |
| Prospects for AI-Enhanced ECG as a Unified Screening Tool for Cardiac and Non-Cardiac Conditions -- An Explorative Study in Emergency Care | Dec 18, 2023 | Diagnostic | CodeCode Available | 1 | 5 |
| DeepDRR -- A Catalyst for Machine Learning in Fluoroscopy-guided Procedures | Mar 22, 2018 | Anatomical Landmark DetectionBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| An Active Contour Model Using Matched Filter and Hessian Matrix for Retinal Vessels Segmentation | Jan 27, 2022 | DiagnosticImage Segmentation | CodeCode Available | 1 | 5 |
| Self-Supervised Pre-Training with Contrastive and Masked Autoencoder Methods for Dealing with Small Datasets in Deep Learning for Medical Imaging | Aug 12, 2023 | Contrastive LearningDiagnostic | CodeCode Available | 1 | 5 |
| ChatCAD+: Towards a Universal and Reliable Interactive CAD using LLMs | May 25, 2023 | DiagnosticIn-Context Learning | CodeCode Available | 1 | 5 |
| Deep Anatomical Federated Network (Dafne): An open client-server framework for the continuous, collaborative improvement of deep learning-based medical image segmentation | Feb 13, 2023 | DiagnosticImage Segmentation | CodeCode Available | 1 | 5 |
| CheXFusion: Effective Fusion of Multi-View Features using Transformers for Long-Tailed Chest X-Ray Classification | Aug 8, 2023 | ClassificationDiagnostic | CodeCode Available | 1 | 5 |
| DeepFilter: an ECG baseline wander removal filter using deep learning techniques | Jan 9, 2021 | DiagnosticECG Denoising | CodeCode Available | 1 | 5 |
| ChestX-Reasoner: Advancing Radiology Foundation Models with Reasoning through Step-by-Step Verification | Apr 29, 2025 | DiagnosticQuestion Answering | CodeCode Available | 1 | 5 |
| A Mobile App for Wound Localization using Deep Learning | Sep 15, 2020 | Deep LearningDiagnostic | CodeCode Available | 1 | 5 |
| CheXternal: Generalization of Deep Learning Models for Chest X-ray Interpretation to Photos of Chest X-rays and External Clinical Settings | Feb 17, 2021 | Diagnostic | CodeCode Available | 1 | 5 |
| Large Scale MRI Collection and Segmentation of Cirrhotic Liver | Oct 6, 2024 | BenchmarkingDiagnostic | CodeCode Available | 1 | 5 |
| Adaptive Differential Denoising for Respiratory Sounds Classification | Jun 3, 2025 | Audio ClassificationClassification | CodeCode Available | 1 | 5 |
| Baseline wander removal methods for ECG signals: A comparative study | Jul 30, 2018 | Diagnostic | CodeCode Available | 1 | 5 |
