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 - researchr publication

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John S. H. Baxter, Islem Rekik, Roy Eagleson, Luping Zhou, Tanveer F. Syeda-Mahmood, Hongzhi Wang 0002, Mustafa Hajij, editors, 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. Volume 13755 of Lecture Notes in Computer Science, Springer, 2022. [doi]

Conference: miccai2022

Abstract is missing.

Data Poisoning Attack and Defenses in Connectome-Based Predictive ModelsMatthew Rosenblatt, Dustin Scheinost. 3-13 [doi]

Disproportionate Subgroup Impacts and Other Challenges of Fairness in Artificial Intelligence for Medical Image AnalysisEmma A. M. Stanley, Matthias Wilms, Nils D. Forkert. 14-25 [doi]

Separable vs. End-to-End Learning: A Critical Examination of Learning ParadigmsJohn S. H. Baxter. 26-37 [doi]

A 35-Year Longitudinal Analysis of Dermatology Patient Behavior Across Economic and Cultural Manifestations in Tunisia, and the Impact of Digital ToolsMohamed Akrout, Hayet Amdouni, Amal Feriani, Monia Kourda, Latif Abid. 38-50 [doi]

User-Centered Design for Surgical Innovations: A Ventriculostomy Case StudyJonatan Reyes, Nadine El-Mufti, Shawn Gorman, David Xie, Marta Kersten-Oertel. 51-62 [doi]

Visually Aware Metadata-Guided Supervision for Improved Skin Lesion Classification Using Deep LearningAnshul Pundhir, Ananya Agarwal, Saurabh Dadhich, Balasubramanian Raman. 65-76 [doi]

Predicting Osteoarthritis of the Temporomandibular Joint Using Random Forest with Privileged InformationElisa Warner, Najla Al Turkestani, Jonas Bianchi, Marcela Lima Gurgel, Lucia H. S. Cevidanes, Arvind Rao. 77-86 [doi]

Hybrid Network Based on Cross-Modal Feature Fusion for Diagnosis of Alzheimer's DiseaseZifeng Qiu, Peng Yang 0011, Tianfu Wang, Baiying Lei. 87-99 [doi]

Future Unruptured Intracranial Aneurysm Growth Prediction Using Mesh Convolutional Neural NetworksKimberley M. Timmins, Maarten J. Kamphuis, Iris N. Vos, Birgitta K. Velthuis, Irene C. van der Schaaf, Hugo J. Kuijf. 103-112 [doi]

TDA-Clustering Strategies for the Characterization of Brain OrganoidsClara Brémond Martin, Camille Simon 0001, Cédric Clouchoux, Aymeric Histace. 113-122 [doi]

Fetal Cortex Segmentation with Topology and Thickness Loss ConstraintsLiu Li, Qiang Ma 0004, Zeju Li, Cheng Ouyang, Weitong Zhang, Anthony Price, Vanessa Kyriakopoulou, Lucilio Cordero-Grande, Antonios Makropoulos, Joseph V. Hajnal, Daniel Rueckert, Bernhard Kainz, Amir Alansary. 123-133 [doi]

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