| Efficient and Accurate Pneumonia Detection Using a Novel Multi-Scale Transformer Approach | Aug 8, 2024 | ClassificationComputational Efficiency | CodeCode Available | 1 |
| DiReCT: Diagnostic Reasoning for Clinical Notes via Large Language Models | Aug 4, 2024 | DiagnosticMedical Question Answering | CodeCode Available | 1 |
| CLEFT: Language-Image Contrastive Learning with Efficient Large Language Model and Prompt Fine-Tuning | Jul 30, 2024 | Contrastive LearningDiagnostic | CodeCode Available | 1 |
| Interpreting Low-level Vision Models with Causal Effect Maps | Jul 29, 2024 | DenoisingDiagnostic | CodeCode Available | 1 |
| Enhancing clinical decision support with physiological waveforms -- a multimodal benchmark in emergency care | Jul 25, 2024 | BenchmarkingDiagnostic | CodeCode Available | 1 |
| Large-vocabulary forensic pathological analyses via prototypical cross-modal contrastive learning | Jul 20, 2024 | Contrastive LearningDiagnostic | CodeCode Available | 1 |
| Open-World Electrocardiogram Classification via Domain Knowledge-Driven Contrastive Learning | Jul 17, 2024 | ClassificationClinical Knowledge | CodeCode Available | 1 |
| Multi-Channel Masked Autoencoder and Comprehensive Evaluations for Reconstructing 12-Lead ECG from Arbitrary Single-Lead ECG | Jul 16, 2024 | Diagnostic | CodeCode Available | 1 |
| Specialist vision-language models for clinical ophthalmology | Jul 11, 2024 | Diagnostic | CodeCode Available | 1 |
| Histopathological Image Classification with Cell Morphology Aware Deep Neural Networks | Jul 11, 2024 | DiagnosticHistopathological Image Classification | CodeCode Available | 1 |
