| LSM-YOLO: A Compact and Effective ROI Detector for Medical Detection | Aug 26, 2024 | Blood Cell DetectionCell Detection | CodeCode Available | 1 |
| MDD-5k: A New Diagnostic Conversation Dataset for Mental Disorders Synthesized via Neuro-Symbolic LLM Agents | Aug 22, 2024 | DiagnosticText Generation | CodeCode Available | 1 |
| ViLReF: An Expert Knowledge Enabled Vision-Language Retinal Foundation Model | Aug 20, 2024 | DiagnosticTransfer Learning | CodeCode Available | 1 |
| Deep Generative Classification of Blood Cell Morphology | Aug 16, 2024 | Anomaly DetectionClassification | CodeCode Available | 1 |
| SAM-FNet: SAM-Guided Fusion Network for Laryngo-Pharyngeal Tumor Detection | Aug 10, 2024 | DiagnosticSemantic Segmentation | CodeCode Available | 1 |
| 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 |
| Histopathological Image Classification with Cell Morphology Aware Deep Neural Networks | Jul 11, 2024 | DiagnosticHistopathological Image Classification | CodeCode Available | 1 |
| DSCENet: Dynamic Screening and Clinical-Enhanced Multimodal Fusion for MPNs Subtype Classification | Jul 11, 2024 | Diagnosticwhole slide images | CodeCode Available | 1 |
| Specialist vision-language models for clinical ophthalmology | Jul 11, 2024 | Diagnostic | CodeCode Available | 1 |
| Benchmarking Embedding Aggregation Methods in Computational Pathology: A Clinical Data Perspective | Jul 10, 2024 | BenchmarkingDiagnostic | CodeCode Available | 1 |
| MADE-for-ASD: A Multi-Atlas Deep Ensemble Network for Diagnosing Autism Spectrum Disorder | Jul 9, 2024 | Autism detectionDiagnostic | CodeCode Available | 1 |
| IM-MoCo: Self-supervised MRI Motion Correction using Motion-Guided Implicit Neural Representations | Jul 3, 2024 | DiagnosticImage Reconstruction | CodeCode Available | 1 |
| Towards a Holistic Framework for Multimodal Large Language Models in Three-dimensional Brain CT Report Generation | Jul 2, 2024 | AnatomyClinical Knowledge | CodeCode Available | 1 |
| ToolBeHonest: A Multi-level Hallucination Diagnostic Benchmark for Tool-Augmented Large Language Models | Jun 28, 2024 | DiagnosticHallucination | CodeCode Available | 1 |
| Leveraging Pre-trained Models for FF-to-FFPE Histopathological Image Translation | Jun 26, 2024 | DiagnosticLanguage Modelling | CodeCode Available | 1 |
| A Lung Nodule Dataset with Histopathology-based Cancer Type Annotation | Jun 26, 2024 | Computed Tomography (CT)Diagnostic | CodeCode Available | 1 |
| X-ray2CTPA: Generating 3D CTPA scans from 2D X-ray conditioning | Jun 23, 2024 | Computed Tomography (CT)Diagnostic | CodeCode Available | 1 |
| Reasoning Like a Doctor: Improving Medical Dialogue Systems via Diagnostic Reasoning Process Alignment | Jun 20, 2024 | Diagnostic | CodeCode Available | 1 |
