Reliable Multi-View Learning with Conformal Prediction for Aortic
Stenosis Classification in Echocardiography

Reliable Multi-View Learning with Conformal Prediction for Aortic Stenosis Classification in Echocardiography

15 September 2024

Michael Y. Tsang

Teresa Tsang

Purang Abolmaesumi

Papers citing "Reliable Multi-View Learning with Conformal Prediction for Aortic Stenosis Classification in Echocardiography"

8 / 8 papers shown

Title
Improving Trustworthiness of AI Disease Severity Rating in Medical Imaging with Ordinal Conformal Prediction Sets Charles Lu Anastasios Nikolas Angelopoulos S. Pomerantz 40 33 0 05 Jul 2022
A Gentle Introduction to Conformal Prediction and Distribution-Free Uncertainty Quantification Anastasios Nikolas Angelopoulos Stephen Bates OOD 178 615 0 15 Jul 2021
Beyond Class-Conditional Assumption: A Primary Attempt to Combat Instance-Dependent Label Noise Pengfei Chen Junjie Ye Guangyong Chen Jingwei Zhao Pheng-Ann Heng NoLa 82 126 0 10 Dec 2020
Uncertainty Sets for Image Classifiers using Conformal Prediction Anastasios Nikolas Angelopoulos Stephen Bates Jitendra Malik Michael I. Jordan UQCV 184 332 0 29 Sep 2020
Classification with Valid and Adaptive Coverage Yaniv Romano Matteo Sesia Emmanuel J. Candès 337 323 0 03 Jun 2020
Image Classification with Deep Learning in the Presence of Noisy Labels: A Survey G. Algan ilkay Ulusoy NoLa VLM 75 328 0 11 Dec 2019
Least Ambiguous Set-Valued Classifiers with Bounded Error Levels Mauricio Sadinle Jing Lei Larry A. Wasserman 161 247 0 02 Sep 2016
Conditional validity of inductive conformal predictors V. Vovk 209 416 0 12 Sep 2012