EPIMI/ML-CDS@MICCAI

Publications

2022

Kimberley M. Timmins, Maarten J. Kamphuis, Iris N. Vos, Birgitta K. Velthuis, Irene C. van der Schaaf, Hugo J. Kuijf
Future Unruptured Intracranial Aneurysm Growth Prediction Using Mesh Convolutional Neural Networks. EPIMI/ML-CDS@MICCAI (2022)
Elisa Warner, Najla Al Turkestani, Jonas Bianchi, Marcela Lima Gurgel, Lucia H. S. Cevidanes, Arvind Rao
Predicting Osteoarthritis of the Temporomandibular Joint Using Random Forest with Privileged Information. EPIMI/ML-CDS@MICCAI (2022)
John S. H. Baxter
Separable vs. End-to-End Learning: A Critical Examination of Learning Paradigms. EPIMI/ML-CDS@MICCAI (2022)
Matthew Rosenblatt, Dustin Scheinost
Data Poisoning Attack and Defenses in Connectome-Based Predictive Models. EPIMI/ML-CDS@MICCAI (2022)
Jonatan Reyes, Nadine El-Mufti, Shawn Gorman, David Xie, Marta Kersten-Oertel
User-Centered Design for Surgical Innovations: A Ventriculostomy Case Study. EPIMI/ML-CDS@MICCAI (2022)
Emma A. M. Stanley, Matthias Wilms, Nils D. Forkert
Disproportionate Subgroup Impacts and Other Challenges of Fairness in Artificial Intelligence for Medical Image Analysis. EPIMI/ML-CDS@MICCAI (2022)
Anshul Pundhir, Ananya Agarwal, Saurabh Dadhich, Balasubramanian Raman
Visually Aware Metadata-Guided Supervision for Improved Skin Lesion Classification Using Deep Learning. EPIMI/ML-CDS@MICCAI (2022)
Zifeng Qiu, Peng Yang, Tianfu Wang, Baiying Lei
Hybrid Network Based on Cross-Modal Feature Fusion for Diagnosis of Alzheimer's Disease. EPIMI/ML-CDS@MICCAI (2022)
Clara Brémond Martin, Camille Simon, Cédric Clouchoux, Aymeric Histace
TDA-Clustering Strategies for the Characterization of Brain Organoids. EPIMI/ML-CDS@MICCAI (2022)
Mohamed Akrout, Hayet Amdouni, Amal Feriani, Monia Kourda, Latif Abid
A 35-Year Longitudinal Analysis of Dermatology Patient Behavior Across Economic and Cultural Manifestations in Tunisia, and the Impact of Digital Tools. EPIMI/ML-CDS@MICCAI (2022)
Liu Li, Qiang Ma, Zeju Li, Cheng Ouyang, Weitong Zhang, Anthony Price, Vanessa Kyriakopoulou, Lucilio Cordero-Grande, Antonios Makropoulos, Joseph V. Hajnal, Daniel Rueckert, Bernhard Kainz, Amir Alansary
Fetal Cortex Segmentation with Topology and Thickness Loss Constraints. EPIMI/ML-CDS@MICCAI (2022)

volume 13755, 2022

Ethical and Philosophical Issues in Medical Imaging, Multimodal Learning and Fusion Across Scales for Clinical Decision Support, and Topological Data Analysis for Biomedical Imaging - 1st International Workshop, EPIMI 2022, 12th International Workshop, ML-CDS 2022, 2nd International Workshop, TDA4BiomedicalImaging, Held in Conjunction with MICCAI 2022, Singapore, September 18-22, 2022, Proceedings EPIMI/ML-CDS@MICCAI 13755 (2022)