Jekyll2026-05-18T06:16:43+00:00https://proceedings.mlr.press/v301/feed.xmlProceedings of Machine Learning ResearchProceedings of The 8th International Conference on Medical Imaging with Deep Learning
Held in Salt Lake City, USA on 09-11 July 2025
Published as Volume 301 by the Proceedings of Machine Learning Research on 18 May 2026.
Volume Edited by:
Tolga Tasdizen
Shireen Elhabian
Ronald Summers
Chen Chen
Lisa Koch
Yan Zhuang
Series Editors:
Neil D. Lawrence
PMLREmpirical Analysis of Scaling Vision Foundation Models for Chest X-rays2026-05-18T00:00:00+00:002026-05-18T00:00:00+00:00https://proceedings.mlr.press/v301/al-mahrooqi26a[{"given"=>"Ahmed", "family"=>"Al Mahrooqi"}, {"given"=>"Prateek", "family"=>"Munjal"}, {"given"=>"Ronnie", "family"=>"Rajan"}, {"given"=>"Marco AF", "family"=>"Pimentel"}, {"given"=>"Praveenkumar", "family"=>"Kanithi"}]Enhancing Post-Treatment Visual Acuity Prediction with Multimodal Deep Learning on Small-scale Clinical and OCT Datasets2026-05-18T00:00:00+00:002026-05-18T00:00:00+00:00https://proceedings.mlr.press/v301/anderson26a[{"given"=>"Matthew", "family"=>"Anderson"}, {"given"=>"Veronica", "family"=>"Corona"}, {"given"=>"Agnieszka", "family"=>"Stankiewicz"}, {"given"=>"Maged", "family"=>"Habib"}, {"given"=>"David H.", "family"=>"Steel"}, {"given"=>"Boguslaw", "family"=>"Obara"}]Two Heads Are Enough: DualU-Net, a Fast and Efficient Architecture for Nuclei Instance Segmentation2026-05-18T00:00:00+00:002026-05-18T00:00:00+00:00https://proceedings.mlr.press/v301/anglada-rotger26a[{"given"=>"David", "family"=>"Anglada-Rotger"}, {"given"=>"Berta", "family"=>"Jansat"}, {"given"=>"Ferran", "family"=>"Marques"}, {"given"=>"Montse", "family"=>"Pardàs"}]Evaluation of Virtual Stain Multiplexed CD68 for Macrophage Detection in NSCLC PD-L1 Slides2026-05-18T00:00:00+00:002026-05-18T00:00:00+00:00https://proceedings.mlr.press/v301/arbel26a[{"given"=>"Elad", "family"=>"Arbel"}, {"given"=>"Oded", "family"=>"Ben-David"}, {"given"=>"Itay", "family"=>"Remer"}, {"given"=>"Amir", "family"=>"Ben-Dor"}, {"given"=>"Daniela", "family"=>"Rabkin"}, {"given"=>"Sarit", "family"=>"Aviel-Ronen"}, {"given"=>"Frederik", "family"=>"Aidt"}, {"given"=>"Tine", "family"=>"Hagedorn-Olsen"}, {"given"=>"Lars", "family"=>"Jacobsen"}, {"given"=>"Kristopher", "family"=>"Kersch"}, {"given"=>"Jim", "family"=>"Christian"}, {"given"=>"Quyen", "family"=>"Nguyen"}, {"given"=>"Anya", "family"=>"Tsalenko"}]Chest-OMDL: Organ-specific Multidisease Detection and Localization in Chest Computed Tomography using Weakly Supervised Deep Learning from Free-text Radiology Report2026-05-18T00:00:00+00:002026-05-18T00:00:00+00:00https://proceedings.mlr.press/v301/bai26a[{"given"=>"Xuguang", "family"=>"Bai"}, {"given"=>"Mingxuan", "family"=>"Liu"}, {"given"=>"Yifei", "family"=>"Chen"}, {"given"=>"Hongjia", "family"=>"Yang"}, {"given"=>"Qiyuan", "family"=>"Tian"}]Symmetric Multi-level Gradient-Inverse Consistency Network for Brain Image Registration with Large Deformation2026-05-18T00:00:00+00:002026-05-18T00:00:00+00:00https://proceedings.mlr.press/v301/bai26b[{"given"=>"Haoying", "family"=>"Bai"}, {"given"=>"Tongtong", "family"=>"Che"}, {"given"=>"Jichang", "family"=>"Zhang"}, {"given"=>"Shuyu", "family"=>"Li"}]GAMBAS: Generalised-Hilbert Mamba for Super-resolution of Paediatric Ultra-Low-Field MRI2026-05-18T00:00:00+00:002026-05-18T00:00:00+00:00https://proceedings.mlr.press/v301/baljer26a[{"given"=>"Levente", "family"=>"Baljer"}, {"given"=>"Ula", "family"=>"Briski"}, {"given"=>"Robert", "family"=>"Leech"}, {"given"=>"Niall J", "family"=>"Bourke"}, {"given"=>"Kirsten A", "family"=>"Donald"}, {"given"=>"Layla E", "family"=>"Bradford"}, {"given"=>"Simone R", "family"=>"Williams"}, {"given"=>"Sadia", "family"=>"Parkar"}, {"given"=>"Sidra", "family"=>"Kaleem"}, {"given"=>"Salman", "family"=>"Osmani"}, {"given"=>"Sean CL", "family"=>"Deoni"}, {"given"=>"Steven CR", "family"=>"Williams"}, {"given"=>"Rosalyn J", "family"=>"Moran"}, {"given"=>"Emma C.", "family"=>"Robinson"}, {"given"=>"František", "family"=>"Váša"}]Vector Representations of Vessel Trees2026-05-18T00:00:00+00:002026-05-18T00:00:00+00:00https://proceedings.mlr.press/v301/batten26a[{"given"=>"James", "family"=>"Batten"}, {"given"=>"Michiel", "family"=>"Schaap"}, {"given"=>"Matthew", "family"=>"Sinclair"}, {"given"=>"Ying", "family"=>"Bai"}, {"given"=>"Ben", "family"=>"Glocker"}]SACP: Spatially-Adaptive Conformal Prediction in Uncertainty Quantification of Medical Image Segmentation2026-05-18T00:00:00+00:002026-05-18T00:00:00+00:00https://proceedings.mlr.press/v301/bereska26a[{"given"=>"Jacqueline Isabel", "family"=>"Bereska"}, {"given"=>"Hamed", "family"=>"Karimi"}, {"given"=>"Reza", "family"=>"Samavi"}]DiffRGenNet: Difference-aware Medical Report Generation2026-05-18T00:00:00+00:002026-05-18T00:00:00+00:00https://proceedings.mlr.press/v301/bian26a[{"given"=>"Minghao", "family"=>"Bian"}, {"given"=>"Kun", "family"=>"Zhang"}, {"given"=>"Dexin", "family"=>"Zhao"}, {"given"=>"S Kevin", "family"=>"Zhou"}]