| Finding Dataset Shortcuts with Grammar Induction | Oct 20, 2022 | DiagnosticSentence | CodeCode Available | 1 |
| A Benchmark of Medical Out of Distribution Detection | Jul 8, 2020 | DiagnosticMedical Diagnosis | CodeCode Available | 1 |
| FluoroSAM: A Language-aligned Foundation Model for X-ray Image Segmentation | Mar 12, 2024 | DiagnosticImage Segmentation | CodeCode Available | 1 |
| 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 |
| BIMCV COVID-19+: a large annotated dataset of RX and CT images from COVID-19 patients | Jun 1, 2020 | Computed Tomography (CT)Diagnostic | CodeCode Available | 1 |
| GazeGNN: A Gaze-Guided Graph Neural Network for Chest X-ray Classification | May 29, 2023 | ClassificationDiagnostic | CodeCode Available | 1 |
| BrainIB: Interpretable Brain Network-based Psychiatric Diagnosis with Graph Information Bottleneck | May 7, 2022 | DiagnosticFunctional Connectivity | CodeCode Available | 1 |
| Benchmarking saliency methods for chest X-ray interpretation | Oct 10, 2022 | BenchmarkingDecision Making | CodeCode Available | 1 |
| Learning what and where to attend | May 22, 2018 | DiagnosticImage Categorization | CodeCode Available | 1 |
| Benchmarking Robustness of Text-Image Composed Retrieval | Nov 24, 2023 | AttributeBenchmarking | CodeCode Available | 1 |
| GMAI-VL-R1: Harnessing Reinforcement Learning for Multimodal Medical Reasoning | Apr 2, 2025 | Decision MakingDiagnostic | CodeCode Available | 1 |
| Graph-Evolving Meta-Learning for Low-Resource Medical Dialogue Generation | Dec 22, 2020 | DiagnosticDialogue Generation | CodeCode Available | 1 |
| Benchmarking the Robustness of Deep Neural Networks to Common Corruptions in Digital Pathology | Jun 30, 2022 | BenchmarkingDiagnostic | CodeCode Available | 1 |
| BrainWave: A Brain Signal Foundation Model for Clinical Applications | Feb 15, 2024 | DiagnosticTransfer Learning | CodeCode Available | 1 |
| 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 |
| AutoPrognosis 2.0: Democratizing Diagnostic and Prognostic Modeling in Healthcare with Automated Machine Learning | Oct 21, 2022 | Diagnostic | CodeCode Available | 1 |
| Heart Murmur Detection from Phonocardiogram Recordings: The George B. Moody PhysioNet Challenge 2022 | Aug 16, 2022 | Classify murmursDiagnostic | CodeCode Available | 1 |
| Automatic ECG classification using discrete wavelet transform and one-dimensional convolutional neural network | Dec 23, 2023 | DiagnosticECG Classification | CodeCode Available | 1 |
| AutoPrognosis: Automated Clinical Prognostic Modeling via Bayesian Optimization with Structured Kernel Learning | Feb 20, 2018 | Bayesian OptimizationDiagnostic | CodeCode Available | 1 |
| Histopathology Slide Indexing and Search: Are We There Yet? | Jun 29, 2023 | DiagnosticImage Retrieval | CodeCode Available | 1 |
| Automated detection of COVID-19 cases using deep neural networks with X-ray images | Apr 28, 2020 | Binary ClassificationCOVID-19 Diagnosis | CodeCode Available | 1 |
| Augmenting Chest X-ray Datasets with Non-Expert Annotations | Sep 5, 2023 | DiagnosticMedical Image Analysis | CodeCode Available | 1 |
| Bearing Fault Diagnosis Base on Multi-scale CNN and LSTM Model | Jun 5, 2020 | ClassificationDiagnostic | CodeCode Available | 1 |
| Improve robustness of DNN for ECG signal classification:a noise-to-signal ratio perspective | May 18, 2020 | Adversarial AttackAdversarial Robustness | CodeCode Available | 1 |
| Adaptive Differential Denoising for Respiratory Sounds Classification | Jun 3, 2025 | Audio ClassificationClassification | CodeCode Available | 1 |
