image-forecasting

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KrishnaswamyLab / ImageFlowNet

[ICASSP 2025 Oral] ImageFlowNet: Forecasting Multiscale Image-Level Trajectories of Disease Progression with Irregularly-Sampled Longitudinal Medical Images

time-series pytorch unet icassp trajectory-prediction medical-image-analysis image-prediction time-series-forecasting spatial-temporal neural-ode disease-progression image-forecasting icassp2025

Updated Feb 14, 2026
Python

ChenLiu-1996 / ImageFlowNet

Star

[𝗜𝗖𝗔𝗦𝗦𝗣 𝟮𝟬𝟮𝟱 𝗢𝗿𝗮𝗹] ImageFlowNet: Forecasting Multiscale Image-Level Trajectories of Disease Progression with Irregularly-Sampled Longitudinal Medical Images

pytorch medical-imaging differential-equations unet icassp trajectory-prediction medical-image-analysis image-prediction time-series-forecasting latent-space spatial-temporal neural-ode disease-progression image-forecasting icassp2025

Updated May 2, 2026
Python

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