| A Comparative Study of Confidence Calibration in Deep Learning: From Computer Vision to Medical Imaging | Jun 17, 2022 | Disease Predictionimage-classification | —Unverified | 0 |
| Multi-View Imputation and Cross-Attention Network Based on Incomplete Longitudinal and Multimodal Data for Conversion Prediction of Mild Cognitive Impairment | Jun 16, 2022 | Disease PredictionImputation | CodeCode Available | 0 |
| Automatic Detection of Rice Disease in Images of Various Leaf Sizes | Jun 15, 2022 | Disease Predictionobject-detection | —Unverified | 0 |
| Analyzing the impact of feature selection on the accuracy of heart disease prediction | Jun 7, 2022 | ClassificationDisease Prediction | CodeCode Available | 0 |
| Individual health-disease phase diagrams for disease prevention based on machine learning | May 31, 2022 | BIG-bench Machine LearningDisease Prediction | —Unverified | 0 |
| Data Augmentation for Compositional Data: Advancing Predictive Models of the Microbiome | May 20, 2022 | Contrastive LearningData Augmentation | CodeCode Available | 0 |
| Functional2Structural: Cross-Modality Brain Networks Representation Learning | May 6, 2022 | Disease PredictionGraph Learning | —Unverified | 0 |
| Farmer's Assistant: A Machine Learning Based Application for Agricultural Solutions | Apr 24, 2022 | BIG-bench Machine LearningDisease Prediction | —Unverified | 0 |
| Explainable and Interpretable Diabetic Retinopathy Classification Based on Neural-Symbolic Learning | Apr 1, 2022 | ClassificationDecision Making | —Unverified | 0 |
| Unsupervised Pre-Training on Patient Population Graphs for Patient-Level Predictions | Mar 23, 2022 | Disease PredictionImputation | CodeCode Available | 1 |
| PCA-RF: An Efficient Parkinson's Disease Prediction Model based on Random Forest Classification | Mar 21, 2022 | BIG-bench Machine LearningDisease Prediction | —Unverified | 0 |
| Multi-modal Graph Learning for Disease Prediction | Mar 11, 2022 | Disease PredictionGraph Learning | CodeCode Available | 1 |
| Multi-Label Classification of Thoracic Diseases using Dense Convolutional Network on Chest Radiographs | Feb 8, 2022 | Decision MakingDisease Prediction | CodeCode Available | 0 |
| Feature-context driven Federated Meta-Learning for Rare Disease Prediction | Dec 29, 2021 | Disease PredictionFederated Learning | —Unverified | 0 |
| FedNI: Federated Graph Learning with Network Inpainting for Population-Based Disease Prediction | Dec 19, 2021 | Disease PredictionFederated Learning | —Unverified | 0 |
| CEHR-BERT: Incorporating temporal information from structured EHR data to improve prediction tasks | Nov 10, 2021 | Disease PredictionTransfer Learning | —Unverified | 0 |
| Heterogeneous Graph-Based Multimodal Brain Network Learning | Oct 16, 2021 | Disease PredictionGraph Neural Network | —Unverified | 0 |
| Generating User-Centred Explanations via Illocutionary Question Answering: From Philosophy to Interfaces | Oct 2, 2021 | Disease PredictionExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 |
| Creutzfeldt-Jakob Disease Prediction Using Machine Learning Techniques | Aug 11, 2021 | BIG-bench Machine LearningDisease Prediction | —Unverified | 0 |
| Benchmarking AutoML Frameworks for Disease Prediction Using Medical Claims | Jul 22, 2021 | AutoMLBenchmarking | —Unverified | 0 |
| Multimodal Representations Learning and Adversarial Hypergraph Fusion for Early Alzheimer's Disease Prediction | Jul 21, 2021 | Alzheimer's Disease DetectionDisease Prediction | —Unverified | 0 |
| BrainNNExplainer: An Interpretable Graph Neural Network Framework for Brain Network based Disease Analysis | Jul 11, 2021 | Disease PredictionGraph Neural Network | CodeCode Available | 1 |
| Detecting Hypo-plastic Left Heart Syndrome in Fetal Ultrasound via Disease-specific Atlas Maps | Jul 6, 2021 | Disease Predictionimage-classification | —Unverified | 0 |
| Multi-modal Graph Learning for Disease Prediction | Jul 1, 2021 | Disease PredictionGraph Learning | —Unverified | 0 |
| Exploring convolutional neural networks with transfer learning for diagnosing Lyme disease from skin lesion images | Jun 28, 2021 | Disease PredictionModel Selection | —Unverified | 0 |