Jekyll2026-05-05T08:54:51+00:00https://proceedings.mlr.press/v315/feed.xmlProceedings of Machine Learning ResearchProceedings of The 9th International Conference on Medical Imaging with Deep Learning
Held in Chientan, Taipei, Taiwan on 08-10 July 2026
Published as Volume 315 by the Proceedings of Machine Learning Research on 05 May 2026.
Volume Edited by:
Yuankai Huo
Mingchen Gao
Chang-Fu Kuo
Yueming Jin
Ruining Deng
Series Editors:
Neil D. Lawrence
PMLRDoes Grounding Improve Radiology Report Generation? An Empirical Study on PadChest-GR2026-05-05T00:00:00+00:002026-05-05T00:00:00+00:00https://proceedings.mlr.press/v315/aas-alas26a[{"given"=>"Mohamed", "family"=>"Aas-Alas"}, {"given"=>"Alberto", "family"=>"Albiol"}, {"given"=>"Roberto", "family"=>"Paredes"}]UMamba-ProSSL: Self-Supervised Large-Scale Pretraining with Multi-Task UMamba Advances Prostate Cancer Detection in Biparametric MRI2026-05-05T00:00:00+00:002026-05-05T00:00:00+00:00https://proceedings.mlr.press/v315/abbas26a[{"given"=>"Syed Farhan", "family"=>"Abbas"}, {"given"=>"Michael S.", "family"=>"Larsen"}, {"given"=>"Arild", "family"=>"Strømsvåg"}, {"given"=>"Tone F.", "family"=>"Bathen"}, {"given"=>"Frank", "family"=>"Lindseth"}, {"given"=>"Gabriel", "family"=>"Kiss"}, {"given"=>"Mattijs", "family"=>"Elschot"}]Validating the Benefit of Combining Imaging and Clinical Data for Ischemic Stroke Outcome Prediction2026-05-05T00:00:00+00:002026-05-05T00:00:00+00:00https://proceedings.mlr.press/v315/abouyoussef26a[{"given"=>"Zeyad", "family"=>"Abouyoussef"}, {"given"=>"Johanna", "family"=>"Ospel"}, {"given"=>"Roberto", "family"=>"Souza"}]Beyond Diffusion: Consistency Models for One-Step, High-Fidelity MRI Reconstruction2026-05-05T00:00:00+00:002026-05-05T00:00:00+00:00https://proceedings.mlr.press/v315/akoda26a[{"given"=>"Mary-Brenda", "family"=>"Akoda"}, {"given"=>"Chen", "family"=>"Qin"}]Deep Learning for Liver Disease Stratification: Findings from UKBB MRI2026-05-05T00:00:00+00:002026-05-05T00:00:00+00:00https://proceedings.mlr.press/v315/al-belmpeisi26a[{"given"=>"Rami", "family"=>"Al-Belmpeisi"}, {"given"=>"Josefine Vilsb ll", "family"=>"Sundgaard"}, {"given"=>"Peter Hj rringgaard", "family"=>"Larsen"}, {"given"=>"Anders Bjorholm", "family"=>"Dahl"}]MCMA-Net++: Topology-Aware and Graph-Driven Glioma Segmentation in 3D MRI2026-05-05T00:00:00+00:002026-05-05T00:00:00+00:00https://proceedings.mlr.press/v315/alameddin26a[{"given"=>"Jihan", "family"=>"Alameddin"}, {"given"=>"Céline", "family"=>"Thomarat"}, {"given"=>"Rémy", "family"=>"Guillevin"}, {"given"=>"Christine", "family"=>"Fernandez-Maloigne"}, {"given"=>"Carole", "family"=>"Guillevin"}]Tagged-Informed Prior for Motion Quantification in Cine CMR Using Implicit Neural Representations2026-05-05T00:00:00+00:002026-05-05T00:00:00+00:00https://proceedings.mlr.press/v315/alvarez-florez26a[{"given"=>"Laura", "family"=>"Alvarez-Florez"}, {"given"=>"Soufiane", "family"=>"Ben Haddou"}, {"given"=>"Fleur V. Y.", "family"=>"Tjong"}, {"given"=>"Ivana", "family"=>"Igum"}]A Multi-Scale Inception-UNet with Structure-Aware Evaluation for Branch-Preserving Segmentation of Organoids2026-05-05T00:00:00+00:002026-05-05T00:00:00+00:00https://proceedings.mlr.press/v315/andrusca26a[{"given"=>"Sandra H.", "family"=>"Andrusca"}, {"given"=>"Christopher D.", "family"=>"Kießling"}, {"given"=>"Andreas R.", "family"=>"Bausch"}]Evidential DualU-Net: Single-Pass Uncertainty for Cell Instance Segmentation2026-05-05T00:00:00+00:002026-05-05T00:00:00+00:00https://proceedings.mlr.press/v315/anglada-rotger26a[{"given"=>"David", "family"=>"Anglada-Rotger"}, {"given"=>"Ferran", "family"=>"Marques"}, {"given"=>"Montse", "family"=>"Pardàs"}]Revisiting foundation models for cell instance segmentation2026-05-05T00:00:00+00:002026-05-05T00:00:00+00:00https://proceedings.mlr.press/v315/archit26a[{"given"=>"Anwai", "family"=>"Archit"}, {"given"=>"Constantin", "family"=>"Pape"}]