| DSCENet: Dynamic Screening and Clinical-Enhanced Multimodal Fusion for MPNs Subtype Classification | Jul 11, 2024 | Diagnosticwhole slide images | CodeCode Available | 1 |
| AutoPrognosis: Automated Clinical Prognostic Modeling via Bayesian Optimization with Structured Kernel Learning | Feb 20, 2018 | Bayesian OptimizationDiagnostic | CodeCode Available | 1 |
| DU-GAN: Generative Adversarial Networks with Dual-Domain U-Net Based Discriminators for Low-Dose CT Denoising | Aug 24, 2021 | DenoisingDiagnostic | CodeCode Available | 1 |
| DxFormer: A Decoupled Automatic Diagnostic System Based on Decoder-Encoder Transformer with Dense Symptom Representations | May 8, 2022 | DecoderDiagnostic | CodeCode Available | 1 |
| DiReCT: Diagnostic Reasoning for Clinical Notes via Large Language Models | Aug 4, 2024 | DiagnosticMedical Question Answering | CodeCode Available | 1 |
| ECGtizer: a fully automated digitizing and signal recovery pipeline for electrocardiograms | Dec 9, 2024 | Diagnostic | CodeCode Available | 1 |
| Bearing Fault Diagnosis Base on Multi-scale CNN and LSTM Model | Jun 5, 2020 | ClassificationDiagnostic | 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 |
| Efficient and Accurate Pneumonia Detection Using a Novel Multi-Scale Transformer Approach | Aug 8, 2024 | ClassificationComputational Efficiency | CodeCode Available | 1 |
| Benchmarking the Robustness of Deep Neural Networks to Common Corruptions in Digital Pathology | Jun 30, 2022 | BenchmarkingDiagnostic | CodeCode Available | 1 |
| Bulbar ALS Detection Based on Analysis of Voice Perturbation and Vibrato | Mar 24, 2020 | ALS DetectionDiagnostic | CodeCode Available | 1 |
| EP-SAM: Weakly Supervised Histopathology Segmentation via Enhanced Prompt with Segment Anything | Oct 17, 2024 | DiagnosticGPU | CodeCode Available | 1 |
| ENHANCE (ENriching Health data by ANnotations of Crowd and Experts): A case study for skin lesion classification | Jul 27, 2021 | DiagnosticLesion Classification | CodeCode Available | 1 |
| Classification of 12-lead ECGs: the PhysioNet/ Computing in Cardiology Challenge 2020 | Dec 29, 2020 | DiagnosticECG Classification | CodeCode Available | 1 |
| Augmenting Chest X-ray Datasets with Non-Expert Annotations | Sep 5, 2023 | DiagnosticMedical Image Analysis | CodeCode Available | 1 |
| A Deep Learning Approach for COVID-19 & Viral Pneumonia Screening with X-ray Images | Jan 2, 2021 | Diagnostic | CodeCode Available | 1 |
| Evaluating the Ripple Effects of Knowledge Editing in Language Models | Jul 24, 2023 | Diagnosticknowledge editing | CodeCode Available | 1 |
| Explicitly antisymmetrized neural network layers for variational Monte Carlo simulation | Dec 7, 2021 | DiagnosticVariational Monte Carlo | CodeCode Available | 1 |
| Exploring Automatic Diagnosis of COVID-19 from Crowdsourced Respiratory Sound Data | Jun 10, 2020 | BIG-bench Machine LearningCOVID-19 Diagnosis | 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 |
| Eye-gaze Guided Multi-modal Alignment for Medical Representation Learning | Mar 19, 2024 | Diagnosticimage-classification | CodeCode Available | 1 |
| Attention-aware non-rigid image registration for accelerated MR imaging | Apr 26, 2024 | DiagnosticImage Registration | CodeCode Available | 1 |
| Evaluating Latent Space Robustness and Uncertainty of EEG-ML Models under Realistic Distribution Shifts | Sep 22, 2022 | DiagnosticEEG | CodeCode Available | 1 |
| Federated Learning for Computational Pathology on Gigapixel Whole Slide Images | Sep 21, 2020 | Deep LearningDiagnostic | CodeCode Available | 1 |
| A Survey of Medical Vision-and-Language Applications and Their Techniques | Nov 19, 2024 | Decision MakingDiagnostic | CodeCode Available | 1 |
