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longitudinal imaging

6 papers

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Co-occurring keywords · papers mentioning both

medical imaging (2) self-supervised learning (2) representation learning (2) lesion tracking (1) neuroimage analysis (1) severity assessment (1) segmentation consistency (1) contrastive patient-level pretraining (1) lung cancer risk prediction (1) deformation field prediction (1)

Papers

Chronological Contrastive Learning: Few-Shot Progression Assessment in Irreversible Diseases MIDL 2026 FutureMorph: Toward Predicting Future Deformation Fields in Longitudinal Imaging MIDL 2026 Personalized Longitudinal Medical Report Generation via Temporally-Aware Federated Adaptation CVPR 2026 Contrastive Patient-level Pretraining Enables Longitudinal and Multimodal Fusion for Lung Cancer Risk Prediction MIDL 2025 Local Spatiotemporal Representation Learning for Longitudinally-consistent Neuroimage Analysis NeurIPS 2022 Deep Lesion Tracker: Monitoring Lesions in 4D Longitudinal Imaging Studies CVPR 2021