Embedded Files
Overview
Overview
Machine learning plays an essential role in the medical imaging field, including computer-aided diagnosis, image segmentation, image registration, image fusion, image-guided therapy, image annotation, and image database retrieval. Machine Learning in Medical Imaging (MLMI 2024) is the 15th in a series of workshops on this topic in conjunction with MICCAI 2024 as a half-day event on October 6, 2024. This workshop focuses on major trends and challenges in this area, and it presents original work aimed to identify new cutting-edge techniques and their applications in medical imaging.
Updates:
2024-10-22: The proceedings of MLMI 2024 has been published by Springer. Free online access is available until November 30, 2024.
2024-10-06: MLMI 2024 successfully concluded today. Thank all the attendees for the support! See you next year!
2024-10-06: Best paper awards announced! The following two papers won the MLMI 2024 Best Paper Awards! Both of them were awarded $500 sponsored by Shanghai United Imaging Intelligence. Congratulations!
Perla Mayo, Matteo Cencini, Carolin M. Pirkl, Marion I. Menzel, Michela Tosetti, Bjoern H. Menze, and Mohammad Golbabaee for the paper entitled “StoDIP: Efficient 3D MRF Image Reconstruction with Deep Image Priors and Stochastic Iterations” (O-03)
Krishna Chaitanya, Pablo Damasceno, Shreyas Fadnavis, Chaitanya Parmar, Pooya Mobadersany, Emily Scherer, Natalia Zemlianskaia, Lindsey Surace, Louis R. Ghanem, Tommaso Mansi, Gabriela Oana Cula, and Kristopher Standish for the paper entitled “Arges: Spatio-Temporal Transformer for Ulcerative Colitis Severity Assessment in Endoscopy Videos” (O-07)
2024-10-03: MLMI 2024 will be held at the Cristal Room (the largest room) in Palmeraie Palace:
2024-10-02: E-posters and videos of the MLMI 2024 papers are available now!
2024-08-19: Workshop program has been release now! Please register for MLMI 2024 at your earliest convenience!
2024-07-16: Decisions and review comments on all 100 submissions have been released to authors!
2024-06-21: Deadline for full paper submission has been extended to June 29, 2024 (Pacific Time 11:59 PM)!
2024-05-13: Paper submission entry of MLMI2024 has been opened now!
2024-03-10: MLMI 2024 website is online now!
Objective
Objective
Our goal is to advance scientific research within the broad field of machine learning in medical imaging. The technical program will consist of previously unpublished, contributed papers, with substantial time allocated to discussion. We are looking for original, high-quality submissions on innovative researches and developments in medical image analysis using machine learning techniques.
Topics
Topics
Topics of interests include but are not limited to machine learning methods (e.g., probabilistic models, deep learning, weakly supervised learning, reinforcement learning, predictive models, large language/vision models, etc.) with their applications to (but not limited) the following areas:
Image analysis of anatomical structures and lesions
Computer-aided detection/diagnosis
Multi-modality fusion for diagnosis, image analysis, and image-guided interventions
Medical image reconstruction
Medical image retrieval
Cellular image analysis
Molecular/pathologic image analysis
Dynamic, functional, and physiologic imaging
Page updated
Google Sites
Report abuse