Instance-level quantitative saliency in multiple sclerosis lesion
segmentation

Instance-level quantitative saliency in multiple sclerosis lesion segmentation

13 June 2024

Nataliia Molchanova

Meritxell Bach Cuadra

Mario Ocampo Pineda

L. Melie-García

Cristina Granziera

Vincent Andrearczyk

Adrien Depeursinge

Papers citing "Instance-level quantitative saliency in multiple sclerosis lesion segmentation"

9 / 9 papers shown

Title
Tackling Bias in the Dice Similarity Coefficient: Introducing nDSC for White Matter Lesion Segmentation Vatsal Raina Nataliia Molchanova Mara Graziani A. Malinin Henning Muller Meritxell Bach Cuadra Mark Gales 47 11 0 10 Feb 2023
Assessing the (Un)Trustworthiness of Saliency Maps for Localizing Abnormalities in Medical Imaging N. Arun N. Gaw P. Singh Ken Chang M. Aggarwal ... J. Patel M. Gidwani Julius Adebayo M. D. Li Jayashree Kalpathy-Cramer FAtt 54 110 0 06 Aug 2020
Standardised convolutional filtering for radiomics Adrien Depeursinge Vincent Andrearczyk P. Whybra J. V. Griethuysen Henning Muller Roger Schaer M. Vallières A. Zwanenburg 68 36 0 09 Jun 2020
Improving Learning Effectiveness For Object Detection and Classification in Cluttered Backgrounds Vinorth Varatharasan Hyo-Sang Shin Antonios Tsourdos Nick Colosimo 18 11 0 27 Feb 2020
Towards Interpretable Semantic Segmentation via Gradient-weighted Class Activation Mapping Kira Vinogradova Alexandr Dibrov E. Myers FAtt 97 149 0 26 Feb 2020
CheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with Deep Learning Pranav Rajpurkar Jeremy Irvin Kaylie Zhu Brandon Yang Hershel Mehta ... Aarti Bagul C. Langlotz K. Shpanskaya M. Lungren A. Ng LM&MA 78 2,696 0 14 Nov 2017
Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization Ramprasaath R. Selvaraju Michael Cogswell Abhishek Das Ramakrishna Vedantam Devi Parikh Dhruv Batra FAtt 252 19,929 0 07 Oct 2016
The Cityscapes Dataset for Semantic Urban Scene Understanding Marius Cordts Mohamed Omran Sebastian Ramos Timo Rehfeld Markus Enzweiler Rodrigo Benenson Uwe Franke Stefan Roth Bernt Schiele 921 11,587 0 06 Apr 2016
Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency Maps Karen Simonyan Andrea Vedaldi Andrew Zisserman FAtt 281 7,279 0 20 Dec 2013