| DiReCT: Diagnostic Reasoning for Clinical Notes via Large Language Models | Aug 4, 2024 | DiagnosticMedical Question Answering | CodeCode Available | 1 |
| Benchmarking the Robustness of Deep Neural Networks to Common Corruptions in Digital Pathology | Jun 30, 2022 | BenchmarkingDiagnostic | CodeCode Available | 1 |
| GazeGNN: A Gaze-Guided Graph Neural Network for Chest X-ray Classification | May 29, 2023 | ClassificationDiagnostic | CodeCode Available | 1 |
| BrainWave: A Brain Signal Foundation Model for Clinical Applications | Feb 15, 2024 | DiagnosticTransfer Learning | CodeCode Available | 1 |
| Learning what and where to attend | May 22, 2018 | DiagnosticImage Categorization | CodeCode Available | 1 |
| Global Explainability of GNNs via Logic Combination of Learned Concepts | Oct 13, 2022 | Diagnostic | CodeCode Available | 1 |
| A Mobile App for Wound Localization using Deep Learning | Sep 15, 2020 | Deep LearningDiagnostic | CodeCode Available | 1 |
| GMAI-VL-R1: Harnessing Reinforcement Learning for Multimodal Medical Reasoning | Apr 2, 2025 | Decision MakingDiagnostic | CodeCode Available | 1 |
| CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning | Dec 20, 2016 | DiagnosticQuestion Answering | CodeCode Available | 1 |
| AutoPrognosis: Automated Clinical Prognostic Modeling via Bayesian Optimization with Structured Kernel Learning | Feb 20, 2018 | Bayesian OptimizationDiagnostic | CodeCode Available | 1 |
| HateCheck: Functional Tests for Hate Speech Detection Models | Dec 31, 2020 | DiagnosticHate Speech Detection | CodeCode Available | 1 |
| HC-LLM: Historical-Constrained Large Language Models for Radiology Report Generation | Dec 15, 2024 | DiagnosticIn-Context Learning | CodeCode Available | 1 |
| AutoPrognosis 2.0: Democratizing Diagnostic and Prognostic Modeling in Healthcare with Automated Machine Learning | Oct 21, 2022 | Diagnostic | CodeCode Available | 1 |
| A Multi-Modal AI System for Screening Mammography: Integrating 2D and 3D Imaging to Improve Breast Cancer Detection in a Prospective Clinical Study | Apr 8, 2025 | Breast Cancer DetectionDiagnostic | CodeCode Available | 1 |
| Bearing Fault Diagnosis Base on Multi-scale CNN and LSTM Model | Jun 5, 2020 | ClassificationDiagnostic | 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 |
| Automatic ECG classification using discrete wavelet transform and one-dimensional convolutional neural network | Dec 23, 2023 | DiagnosticECG Classification | CodeCode Available | 1 |
| HoneyBee: A Scalable Modular Framework for Creating Multimodal Oncology Datasets with Foundational Embedding Models | May 13, 2024 | DiagnosticMultimodal Deep Learning | CodeCode Available | 1 |
| Benchmarking Embedding Aggregation Methods in Computational Pathology: A Clinical Data Perspective | Jul 10, 2024 | BenchmarkingDiagnostic | CodeCode Available | 1 |
| Attention-aware non-rigid image registration for accelerated MR imaging | Apr 26, 2024 | DiagnosticImage Registration | CodeCode Available | 1 |
| A Survey of Medical Vision-and-Language Applications and Their Techniques | Nov 19, 2024 | Decision MakingDiagnostic | 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 |
| Augmenting Chest X-ray Datasets with Non-Expert Annotations | Sep 5, 2023 | DiagnosticMedical Image Analysis | CodeCode Available | 1 |
| Improving Commonsense in Vision-Language Models via Knowledge Graph Riddles | Nov 29, 2022 | Data AugmentationDiagnostic | CodeCode Available | 1 |
| Benchmarking Robustness of Text-Image Composed Retrieval | Nov 24, 2023 | AttributeBenchmarking | CodeCode Available | 1 |
