CLIP/FAIMI/EPIMI@MICCAI

Publications

2023

María Agustina Ricci Lara, Candelaria Mosquera, Enzo Ferrante, Rodrigo Echeveste
Towards Unraveling Calibration Biases in Medical Image Analysis. CLIP/FAIMI/EPIMI@MICCAI (2023)
Cosmin I. Bercea, Esther Puyol-Antón, Benedikt Wiestler, Daniel Rueckert, Julia A. Schnabel, Andrew P. King
Bias in Unsupervised Anomaly Detection in Brain MRI. CLIP/FAIMI/EPIMI@MICCAI (2023)
Yuning Du, Yuyang Xue, Rohan Dharmakumar, Sotirios A. Tsaftaris
Unveiling Fairness Biases in Deep Learning-Based Brain MRI Reconstruction. CLIP/FAIMI/EPIMI@MICCAI (2023)
Oded Schlesinger, Raj Kundu, Stefan M. Goetz, Guillermo Sapiro, Angel V. Peterchev, J. Matías Di Martino
Automatic Neurocranial Landmarks Detection from Visible Facial Landmarks Leveraging 3D Head Priors. CLIP/FAIMI/EPIMI@MICCAI (2023)
Nitzan Avidan, Moti Freiman
Deep Learning-Based Fast MRI Reconstruction: Improving Generalization for Clinical Translation. CLIP/FAIMI/EPIMI@MICCAI (2023)
Guy Shani, Moti Freiman, Yosef E. Maruvka
An Efficient and Accurate Neural Network Tool for Finding Correlation Between Gene Expression and Histological Images. CLIP/FAIMI/EPIMI@MICCAI (2023)
Nilesh Kumar, Ruby Shrestha, Zhiyuan Li, Linwei Wang
Distributionally Robust Optimization and Invariant Representation Learning for Addressing Subgroup Underrepresentation: Mechanisms and Limitations. CLIP/FAIMI/EPIMI@MICCAI (2023)
Tiarna Lee, Esther Puyol-Antón, Bram Ruijsink, Keana Aitcheson, Miaojing Shi, Andrew P. King
An Investigation into the Impact of Deep Learning Model Choice on Sex and Race Bias in Cardiac MR Segmentation. CLIP/FAIMI/EPIMI@MICCAI (2023)
Gayeon Kim, Yufei Chen, Shuai Qi, Yujie Fu, Qi Zhang
Uncertainty Based Border-Aware Segmentation Network for Deep Caries. CLIP/FAIMI/EPIMI@MICCAI (2023)
Lukas Zerweck, Stefan Wesarg, Jörn Kohlhammer, Michaela Köhm
Automated Hand Joint Classification of Psoriatic Arthritis Patients Using Routinely Acquired Near Infrared Fluorescence Optical Imaging. CLIP/FAIMI/EPIMI@MICCAI (2023)
Nina Weng, Siavash Bigdeli, Eike Petersen, Aasa Feragen
Are Sex-Based Physiological Differences the Cause of Gender Bias for Chest X-Ray Diagnosis? CLIP/FAIMI/EPIMI@MICCAI (2023)
Dewinda Julianensi Rumala
How You Split Matters: Data Leakage and Subject Characteristics Studies in Longitudinal Brain MRI Analysis. CLIP/FAIMI/EPIMI@MICCAI (2023)
Raissa Souza, Emma A. M. Stanley, Nils D. Forkert
On the Relationship Between Open Science in Artificial Intelligence for Medical Imaging and Global Health Equity. CLIP/FAIMI/EPIMI@MICCAI (2023)
Vien Ngoc Dang, Adrià Casamitjana, Martijn P. A. Starmans, Carlos Martín-Isla, Jerónimo Hernández-González, Karim Lekadir, Alzheimer's Disease Neuroimaging Initiative
Auditing Unfair Biases in CNN-Based Diagnosis of Alzheimer's Disease. CLIP/FAIMI/EPIMI@MICCAI (2023)
Thorsten Kalb, Kaisar Kushibar, Celia Cintas, Karim Lekadir, Oliver Díaz, Richard Osuala
Revisiting Skin Tone Fairness in Dermatological Lesion Classification. CLIP/FAIMI/EPIMI@MICCAI (2023)
Ario Sadafi, Matthias Hehr, Nassir Navab, Carsten Marr
A Study of Age and Sex Bias in Multiple Instance Learning Based Classification of Acute Myeloid Leukemia Subtypes. CLIP/FAIMI/EPIMI@MICCAI (2023)
Amar Kumar, Nima Fathi, Raghav Mehta, Brennan Nichyporuk, Jean-Pierre R. Falet, Sotirios A. Tsaftaris, Tal Arbel
Debiasing Counterfactuals in the Presence of Spurious Correlations. CLIP/FAIMI/EPIMI@MICCAI (2023)
Nicolás Gaggion, Rodrigo Echeveste, Lucas Mansilla, Diego H. Milone, Enzo Ferrante
Unsupervised Bias Discovery in Medical Image Segmentation. CLIP/FAIMI/EPIMI@MICCAI (2023)
Carolina Piçarra, Ben Glocker
Analysing Race and Sex Bias in Brain Age Prediction. CLIP/FAIMI/EPIMI@MICCAI (2023)
Mohamed Huti, Tiarna Lee, Elinor Sawyer, Andrew P. King
An Investigation into Race Bias in Random Forest Models Based on Breast DCE-MRI Derived Radiomics Features. CLIP/FAIMI/EPIMI@MICCAI (2023)
Jeffry Hartanto, Wee Kheng Leow, Andy Khye Soon Yew, Joyce Suang Bee Koh, Tet Sen Howe
Subject-Specific Modelling of Knee Joint Motion for Routine Pre-operative Planning. CLIP/FAIMI/EPIMI@MICCAI (2023)
Yun-Yang Huang, Venesia Chiuwanara, Chao-Hsuan Lin, Po-Chih Kuo
Mitigating Bias in MRI-Based Alzheimer's Disease Classifiers Through Pruning of Deep Neural Networks. CLIP/FAIMI/EPIMI@MICCAI (2023)
Mahsa Dibaji, Neha Gianchandani, Akhil Nair, Mansi Singhal, Roberto Souza, Mariana P. Bento
Studying the Effects of Sex-Related Differences on Brain Age Prediction Using Brain MR Imaging. CLIP/FAIMI/EPIMI@MICCAI (2023)
Chenwei Wu, Xiyu Yang, Emil Ghitman Gilkes, Hanwen Cui, Jiheon Choi, Na Sun, Ziqian Liao, Bo Fan, Mauricio Santillana, Leo Celi, Paolo Silva, Luis Nakayama
De-identification and Obfuscation of Gender Attributes from Retinal Scans. CLIP/FAIMI/EPIMI@MICCAI (2023)
Rebecca S. Stone, Pedro Esteban Chavarrias-Solano, Andrew J. Bulpitt, David C. Hogg, Sharib Ali
Bayesian Uncertainty-Weighted Loss for Improved Generalisability on Polyp Segmentation Task. CLIP/FAIMI/EPIMI@MICCAI (2023)
Sophie A. Martin, Francesca Biondo, James H. Cole, Beatrice Taylor
Brain Matters: Exploring Bias in AI for Neuroimaging Research. CLIP/FAIMI/EPIMI@MICCAI (2023)
Yael Tudela, Ana García-Rodríguez, Gloria Fernández-Esparrach, Jorge Bernal
Towards Fine-Grained Polyp Segmentation and Classification. CLIP/FAIMI/EPIMI@MICCAI (2023)
Luc Anchling, Nathan Hutin, Yanjie Huang, Selene Barone, Sophie Roberts, Felicia Miranda, Marcela Gurgel, Najla Al Turkestani, Sara Tinawi, Jonas Bianchi, Marilia Yatabe, Antonio C. Ruellas, Juan Carlos Prieto, Lucia H. S. Cevidanes
Automated Orientation and Registration of Cone-Beam Computed Tomography Scans. CLIP/FAIMI/EPIMI@MICCAI (2023)
Matthew Rosenblatt, Javid Dadashkarimi, Dustin Scheinost
Gradient-Based Enhancement Attacks in Biomedical Machine Learning. CLIP/FAIMI/EPIMI@MICCAI (2023)

volume 14242, 2023

Clinical Image-Based Procedures, Fairness of AI in Medical Imaging, and Ethical and Philosophical Issues in Medical Imaging - 12th International Workshop, CLIP 2023 1st International Workshop, FAIMI 2023 and 2nd International Workshop, EPIMI 2023 Vancouver, BC, Canada, October 8 and October 12, 2023 Proceedings CLIP/FAIMI/EPIMI@MICCAI 14242 (2023)