UNSURE@MICCAI

Keyphrases

Publications

2023

Ben Philps, Maria del C. Valdés Hernández, Miguel Bernabeu Llinares
Proper Scoring Loss Functions Are Simple and Effective for Uncertainty Quantification of White Matter Hyperintensities. UNSURE@MICCAI (2023)
Parinaz Roshanzamir, Hassan Rivaz, Joshua Ahn, Hamza Mirza, Neda Naghdi, Meagan Anstruther, Michele C. Battié, Maryse Fortin, Yiming Xiao
How Inter-rater Variability Relates to Aleatoric and Epistemic Uncertainty: A Case Study with Deep Learning-Based Paraspinal Muscle Segmentation. UNSURE@MICCAI (2023)
Lawrence Schobs, Thomas M. McDonald, Haiping Lu
Bayesian Uncertainty Estimation in Landmark Localization Using Convolutional Gaussian Processes. UNSURE@MICCAI (2023)
Shishuai Wang, Johan Nuyts, Marina Filipovic
Uncertainty Estimation in Liver Tumor Segmentation Using the Posterior Bootstrap. UNSURE@MICCAI (2023)
McKell Woodland, Nihil Patel, Mais Al Taie, Joshua P. Yung, Tucker J. Netherton, Ankit B. Patel, Kristy K. Brock
Dimensionality Reduction for Improving Out-of-Distribution Detection in Medical Image Segmentation. UNSURE@MICCAI (2023)
Bogdan Bercean, Alexandru Buburuzan, Andreea Birhala, Cristian Avramescu, Andrei Tenescu, Marius Marcu
Breaking Down Covariate Shift on Pneumothorax Chest X-Ray Classification. UNSURE@MICCAI (2023)
Johanna P. Müller, Matthew Baugh, Jeremy Tan, Mischa Dombrowski, Bernhard Kainz
Confidence-Aware and Self-supervised Image Anomaly Localisation. UNSURE@MICCAI (2023)
Leonhard F. Feiner, Martin J. Menten, Kerstin Hammernik, Paul Hager, Wenqi Huang, Daniel Rueckert, Rickmer F. Braren, Georgios Kaissis
Propagation and Attribution of Uncertainty in Medical Imaging Pipelines. UNSURE@MICCAI (2023)
Jacob J. Peoples, Mohammad Hamghalam, Imani James, Maida Wasim, Natalie Gangai, HyunSeon Christine Kang, Xiujiang John Rong, Yun Shin Chun, Richard K. G. Do, Amber L. Simpson
Examining the Effects of Slice Thickness on the Reproducibility of CT Radiomics for Patients with Colorectal Liver Metastases. UNSURE@MICCAI (2023)
Jadie Adams, Shireen Y. Elhabian
Benchmarking Scalable Epistemic Uncertainty Quantification in Organ Segmentation. UNSURE@MICCAI (2023)
Inés Gonzalez Pepe, Vinuyan Sivakolunthu, Hae Lang Park, Yohan Chatelain, Tristan Glatard
Numerical Uncertainty of Convolutional Neural Networks Inference for Structural Brain MRI Analysis. UNSURE@MICCAI (2023)
Hendrik Alexander Mehrtens, Tabea-Clara Bucher, Titus J. Brinker
Pitfalls of Conformal Predictions for Medical Image Classification. UNSURE@MICCAI (2023)
Daria Frolova, Aleksandr Katrutsa, Ivan V. Oseledets
Feature-Based Pipeline for Improving Unsupervised Anomaly Segmentation on Medical Images. UNSURE@MICCAI (2023)
Anton Vasiliuk, Daria Frolova, Mikhail Belyaev, Boris Shirokikh
Redesigning Out-of-Distribution Detection on 3D Medical Images. UNSURE@MICCAI (2023)
Mobarakol Islam, Zeju Li, Ben Glocker
Robustness Stress Testing in Medical Image Classification. UNSURE@MICCAI (2023)
Harry Anthony, Konstantinos Kamnitsas
On the Use of Mahalanobis Distance for Out-of-distribution Detection with Neural Networks for Medical Imaging. UNSURE@MICCAI (2023)
Benjamin Lambert, Florence Forbes, Senan Doyle, Michel Dojat
TriadNet: Sampling-Free Predictive Intervals for Lesional Volume in 3D Brain MR Images. UNSURE@MICCAI (2023)
Paul Fischer, K. Thomas, Christian F. Baumgartner
Uncertainty Estimation and Propagation in Accelerated MRI Reconstruction. UNSURE@MICCAI (2023)
Yizhe Zhang, Shuo Wang, Yejia Zhang, Danny Z. Chen
RR-CP: Reliable-Region-Based Conformal Prediction for Trustworthy Medical Image Classification. UNSURE@MICCAI (2023)
Elina Thibeau-Sutre, Dieuwertje Alblas, Sophie Buurman, Christoph Brune, Jelmer M. Wolterink
Uncertainty-Based Quality Assurance of Carotid Artery Wall Segmentation in Black-Blood MRI. UNSURE@MICCAI (2023)
Benjamin Lambert, Florence Forbes, Senan Doyle, Michel Dojat
Multi-layer Aggregation as a Key to Feature-Based OOD Detection. UNSURE@MICCAI (2023)

volume 14291, 2023

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging - 5th International Workshop, UNSURE 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 12, 2023, Proceedings UNSURE@MICCAI 14291 (2023)

2022

volume 13563, 2022

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging - 4th International Workshop, UNSURE 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18, 2022, Proceedings UNSURE@MICCAI 13563 (2022)