| Merlin: A Vision Language Foundation Model for 3D Computed Tomography | Jun 10, 2024 | 3D Semantic SegmentationComputed Tomography (CT) | CodeCode Available | 3 | 5 |
| VisionFM: a Multi-Modal Multi-Task Vision Foundation Model for Generalist Ophthalmic Artificial Intelligence | Oct 8, 2023 | Disease PredictionPrognosis | CodeCode Available | 1 | 5 |
| Bidirectional Representation Learning from Transformers using Multimodal Electronic Health Record Data to Predict Depression | Sep 26, 2020 | Decision MakingDisease Prediction | CodeCode Available | 1 | 5 |
| Simultaneous imputation and disease classification in incomplete medical datasets using Multigraph Geometric Matrix Completion (MGMC) | May 14, 2020 | ClassificationDisease Prediction | CodeCode Available | 1 | 5 |
| Unsupervised Pre-Training on Patient Population Graphs for Patient-Level Predictions | Mar 23, 2022 | Disease PredictionImputation | CodeCode Available | 1 | 5 |
| Specialty-Oriented Generalist Medical AI for Chest CT Screening | Apr 3, 2023 | Disease PredictionLung Cancer Diagnosis | CodeCode Available | 1 | 5 |
| Differentiable Graph Module (DGM) for Graph Convolutional Networks | Feb 11, 2020 | Disease PredictionGraph Neural Network | CodeCode Available | 1 | 5 |
| Fast Bayesian Optimization of Needle-in-a-Haystack Problems using Zooming Memory-Based Initialization (ZoMBI) | Aug 26, 2022 | Bayesian OptimizationDisease Prediction | CodeCode Available | 1 | 5 |
| Med-BERT: pre-trained contextualized embeddings on large-scale structured electronic health records for disease prediction | May 22, 2020 | Disease PredictionPrediction | CodeCode Available | 1 | 5 |
| RA-GCN: Graph Convolutional Network for Disease Prediction Problems with Imbalanced Data | Feb 27, 2021 | Disease PredictionNode Classification | CodeCode Available | 1 | 5 |
| The Alzheimer's Disease Prediction Of Longitudinal Evolution (TADPOLE) Challenge: Results after 1 Year Follow-up | Feb 9, 2020 | Alzheimer's Disease DetectionDisease Prediction | CodeCode Available | 1 | 5 |
| The color out of space: learning self-supervised representations for Earth Observation imagery | Jun 22, 2020 | ColorizationDisease Prediction | CodeCode Available | 1 | 5 |
| CorGAN: Correlation-Capturing Convolutional Generative Adversarial Networks for Generating Synthetic Healthcare Records | Jan 25, 2020 | Disease PredictionGeneral Classification | CodeCode Available | 1 | 5 |
| CPLLM: Clinical Prediction with Large Language Models | Sep 20, 2023 | Disease PredictionLanguage Modeling | CodeCode Available | 1 | 5 |
| Interpretable Graph Neural Networks for Connectome-Based Brain Disorder Analysis | Jun 30, 2022 | Disease Prediction | CodeCode Available | 1 | 5 |
| UniUSNet: A Promptable Framework for Universal Ultrasound Disease Prediction and Tissue Segmentation | Jun 3, 2024 | Disease Predictionimage-classification | CodeCode Available | 1 | 5 |
| Disease State Prediction From Single-Cell Data Using Graph Attention Networks | Feb 14, 2020 | Disease PredictionGraph Attention | CodeCode Available | 1 | 5 |
| Anomaly Detection in Multiplex Dynamic Networks: from Blockchain Security to Brain Disease Prediction | Nov 15, 2022 | Anomaly DetectionDisease Prediction | CodeCode Available | 1 | 5 |
| TalkToModel: Explaining Machine Learning Models with Interactive Natural Language Conversations | Jul 8, 2022 | BIG-bench Machine LearningDisease Prediction | CodeCode Available | 1 | 5 |
| A Structural Causal Model for MR Images of Multiple Sclerosis | Mar 4, 2021 | Causal Inferencecounterfactual | CodeCode Available | 1 | 5 |
| Multi-Disease Detection in Retinal Imaging based on Ensembling Heterogeneous Deep Learning Models | Mar 26, 2021 | Disease PredictionEnsemble Learning | CodeCode Available | 1 | 5 |
| Multi-modal Graph Learning for Disease Prediction | Mar 11, 2022 | Disease PredictionGraph Learning | CodeCode Available | 1 | 5 |
| Chester: A Web Delivered Locally Computed Chest X-Ray Disease Prediction System | Jan 31, 2019 | Deep LearningDisease Prediction | CodeCode Available | 1 | 5 |
| BrainNNExplainer: An Interpretable Graph Neural Network Framework for Brain Network based Disease Analysis | Jul 11, 2021 | Disease PredictionGraph Neural Network | CodeCode Available | 1 | 5 |
| CoAD: Automatic Diagnosis through Symptom and Disease Collaborative Generation | Jul 17, 2023 | Disease PredictionSentence | CodeCode Available | 0 | 5 |
