Self-Supervised Out-of-Distribution Detection in Brain CT Scans

Self-Supervised Out-of-Distribution Detection in Brain CT Scans

10 November 2020

Abinav Ravi Venkatakrishnan

Franz MJ Pfister

Nassir Navab

Papers citing "Self-Supervised Out-of-Distribution Detection in Brain CT Scans"

10 / 10 papers shown

Title
Out-of-distribution Detection in Medical Image Analysis: A survey Zesheng Hong Yubiao Yue Yubin Chen Lele Cong Huanjie Lin ... Jialong Xu Xiaoqi Yang Hechang Chen Zhenzhang Li Sihong Xie OOD 45 5 0 28 Apr 2024
HOOD: Real-Time Human Presence and Out-of-Distribution Detection Using FMCW Radar Sabri Mustafa Kahya Muhammet Sami Yavuz Eckehard Steinbach 43 3 0 24 Jul 2023
Personalized Anomaly Detection in PPG Data using Representation Learning and Biometric Identification Ramin Ghorbani Marcel J. T. Reinders David Tax 19 4 0 12 Jul 2023
Toward Unsupervised 3D Point Cloud Anomaly Detection using Variational Autoencoder Mana Masuda Ryo Hachiuma Ryoske Fujii Hideo Saito Yusuke Sekikawa 3DPC DRL 19 20 0 07 Apr 2023
Confidence-Aware and Self-Supervised Image Anomaly Localisation Johanna P. Müller Matthew Baugh Jeremy Tan Mischa Dombrowski Bernhard Kainz UQCV OOD 29 4 0 23 Mar 2023
Reconstruction-based Out-of-Distribution Detection for Short-Range FMCW Radar Sabri Mustafa Kahya Muhammet Sami Yavuz Eckehard Steinbach OODD 11 7 0 27 Feb 2023
A Baseline for Detecting Out-of-Distribution Examples in Image Captioning Gabi Shalev Gal-Lev Shalev Joseph Keshet OODD 27 7 0 12 Jul 2022
Reliable and Trustworthy Machine Learning for Health Using Dataset Shift Detection Chunjong Park Anas Awadalla Tadayoshi Kohno Shwetak N. Patel OOD 30 29 0 26 Oct 2021
Spot the Difference: Detection of Topological Changes via Geometric Alignment Steffen Czolbe Aasa Feragen Oswin Krause 3DPC 16 3 0 09 Jun 2021
Does Your Dermatology Classifier Know What It Doesn't Know? Detecting the Long-Tail of Unseen Conditions Abhijit Guha Roy Jie Jessie Ren Shekoofeh Azizi Aaron Loh Vivek Natarajan ... Yun-Hui Liu taylan. cemgil Alan Karthikesalingam Balaji Lakshminarayanan Jim Winkens 18 104 0 08 Apr 2021