| Dual-Branch Subpixel-Guided Network for Hyperspectral Image Classification | Dec 5, 2024 | ClassificationDiagnostic | CodeCode Available | 1 |
| ASIGN: An Anatomy-aware Spatial Imputation Graphic Network for 3D Spatial Transcriptomics | Dec 4, 2024 | AnatomyDiagnostic | CodeCode Available | 1 |
| MambaU-Lite: A Lightweight Model based on Mamba and Integrated Channel-Spatial Attention for Skin Lesion Segmentation | Dec 2, 2024 | DiagnosticLesion Segmentation | CodeCode Available | 1 |
| Medical Slice Transformer: Improved Diagnosis and Explainability on 3D Medical Images with DINOv2 | Nov 24, 2024 | ClassificationDiagnostic | CodeCode Available | 1 |
| Peritumoral Expansion Radiomics for Improved Lung Cancer Classification | Nov 24, 2024 | 3D ClassificationCancer Classification | CodeCode Available | 1 |
| FOCUS: Knowledge-enhanced Adaptive Visual Compression for Few-shot Whole Slide Image Classification | Nov 22, 2024 | DiagnosticFew-Shot Learning | CodeCode Available | 1 |
| A Survey of Medical Vision-and-Language Applications and Their Techniques | Nov 19, 2024 | Decision MakingDiagnostic | CodeCode Available | 1 |
| Translating Electrocardiograms to Cardiac Magnetic Resonance Imaging Useful for Cardiac Assessment and Disease Screening: A Multi-Center Study AI for ECG to CMR Translation Study | Nov 19, 2024 | Contrastive LearningDiagnostic | CodeCode Available | 1 |
| Edge-Enhanced Dilated Residual Attention Network for Multimodal Medical Image Fusion | Nov 18, 2024 | Brain Tumor ClassificationDiagnostic | CodeCode Available | 1 |
| CT-Mamba: A Hybrid Convolutional State Space Model for Low-Dose CT Denoising | Nov 12, 2024 | DenoisingDiagnostic | CodeCode Available | 1 |
| Zebra-Llama: A Context-Aware Large Language Model for Democratizing Rare Disease Knowledge | Nov 4, 2024 | DiagnosticLanguage Modeling | CodeCode Available | 1 |
| SAM-Swin: SAM-Driven Dual-Swin Transformers with Adaptive Lesion Enhancement for Laryngo-Pharyngeal Tumor Detection | Oct 29, 2024 | DiagnosticLesion Segmentation | CodeCode Available | 1 |
| DisenGCD: A Meta Multigraph-assisted Disentangled Graph Learning Framework for Cognitive Diagnosis | Oct 23, 2024 | cognitive diagnosisDiagnostic | CodeCode Available | 1 |
| Gaze-Assisted Medical Image Segmentation | Oct 23, 2024 | DiagnosticImage Segmentation | CodeCode Available | 1 |
| EEG-DIF: Early Warning of Epileptic Seizures through Generative Diffusion Model-based Multi-channel EEG Signals Forecasting | Oct 22, 2024 | DiagnosticEEG | CodeCode Available | 1 |
| Multi-Layer Gaussian Splatting for Immersive Anatomy Visualization | Oct 22, 2024 | AnatomyDiagnostic | CodeCode Available | 1 |
| Non-Invasive to Invasive: Enhancing FFA Synthesis from CFP with a Benchmark Dataset and a Novel Network | Oct 19, 2024 | DiagnosticGenerative Adversarial Network | CodeCode Available | 1 |
| EP-SAM: Weakly Supervised Histopathology Segmentation via Enhanced Prompt with Segment Anything | Oct 17, 2024 | DiagnosticGPU | CodeCode Available | 1 |
| Large Scale MRI Collection and Segmentation of Cirrhotic Liver | Oct 6, 2024 | BenchmarkingDiagnostic | CodeCode Available | 1 |
| CliMedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models in Clinical Scenarios | Oct 4, 2024 | Clinical KnowledgeDiagnostic | CodeCode Available | 1 |
| MONICA: Benchmarking on Long-tailed Medical Image Classification | Oct 2, 2024 | BenchmarkingClassification | CodeCode Available | 1 |
| TransResNet: Integrating the Strengths of ViTs and CNNs for High Resolution Medical Image Segmentation via Feature Grafting | Oct 1, 2024 | DiagnosticImage Segmentation | CodeCode Available | 1 |
| MECG-E: Mamba-based ECG Enhancer for Baseline Wander Removal | Sep 27, 2024 | DenoisingDiagnostic | CodeCode Available | 1 |
| DenoMamba: A fused state-space model for low-dose CT denoising | Sep 19, 2024 | DenoisingDiagnostic | CodeCode Available | 1 |
| TinyTNAS: GPU-Free, Time-Bound, Hardware-Aware Neural Architecture Search for TinyML Time Series Classification | Aug 29, 2024 | CPUDiagnostic | CodeCode Available | 1 |
| 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 |
