{"total":14,"rows":[{"id":"2210.08258","title":"Handling missing values in healthcare data: A systematic review of deep learning-based imputation techniques","created":"2022-10-15","cited_by_count":25,"area":null},{"id":"2210.13889","title":"Clinically-Inspired Multi-Agent Transformers for Disease Trajectory Forecasting from Multimodal Data","created":"2022-10-25","cited_by_count":10,"area":null},{"id":"2310.03353","title":"Deep Geometric Learning with Monotonicity Constraints for Alzheimer's Disease Progression","created":"2023-10-05","cited_by_count":4,"area":null},{"id":"2206.12414","title":"Modeling Continuous Time Sequences with Intermittent Observations using Marked Temporal Point Processes","created":"2022-06-23","cited_by_count":3,"area":null},{"id":"2104.03739","title":"CARRNN: A Continuous Autoregressive Recurrent Neural Network for Deep Representation Learning from Sporadic Temporal Data","created":"2021-04-08","cited_by_count":1,"area":null},{"id":"2304.04673","title":"Regional Deep Atrophy: a Self-Supervised Learning Method to Automatically Identify Regions Associated With Alzheimer's Disease Progression From Longitudinal MRI","created":"2023-04-10","cited_by_count":1,"area":null},{"id":"2606.24604","title":"Uncertainty-Aware Longitudinal Forecasting of Alzheimer's Disease Progression Using Deep Learning","created":"2026-06-23","cited_by_count":1,"area":null},{"id":"2206.08019","title":"Multi-View Imputation and Cross-Attention Network Based on Incomplete Longitudinal and Multimodal Data for Conversion Prediction of Mild Cognitive Impairment","created":"2022-06-16","cited_by_count":0,"area":null},{"id":"2212.12810","title":"Hybrid Representation Learning for Cognitive Diagnosis in Late-Life Depression Over 5 Years with Structural MRI","created":"2022-12-24","cited_by_count":0,"area":null},{"id":"2311.03557","title":"Spatio-Temporal Similarity Measure based Multi-Task Learning for Predicting Alzheimer's Disease Progression using MRI Data","created":"2023-11-06","cited_by_count":0,"area":null},{"id":"2311.12842","title":"Multimodal Identification of Alzheimer's Disease: A Review","created":"2023-10-06","cited_by_count":0,"area":null},{"id":"2406.17822","title":"AI for the prediction of early stages of Alzheimer's disease from neuroimaging biomarkers -- A narrative review of a growing field","created":"2024-06-25","cited_by_count":0,"area":null},{"id":"2510.10433","title":"Multi-Task Learning with Feature-Similarity Laplacian Graphs for Predicting Alzheimer's Disease Progression","created":"2025-10-12","cited_by_count":0,"area":null},{"id":"2608.25073","title":"DeMMO: Longitudinal and Cross-Disease Modelling of Digital Mobility Outcomes via Multi-Task Learning","created":"2026-08-25","cited_by_count":0,"area":null}],"next_cursor":null}