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Achievements and Challenges in Explaining Deep Learning based
  Computer-Aided Diagnosis Systems

Achievements and Challenges in Explaining Deep Learning based Computer-Aided Diagnosis Systems

26 November 2020
Adriano Lucieri
Muhammad Naseer Bajwa
Andreas Dengel
Sheraz Ahmed
ArXiv (abs)PDFHTML

Papers citing "Achievements and Challenges in Explaining Deep Learning based Computer-Aided Diagnosis Systems"

7 / 7 papers shown
Towards a Transparent and Interpretable AI Model for Medical Image Classifications
Towards a Transparent and Interpretable AI Model for Medical Image ClassificationsCognitive Neurodynamics (Cogn Neurodyn), 2025
Binbin Wen
Yihang Wu
Tareef Daqqaq
Ahmad Chaddad
164
0
0
20 Sep 2025
VL-MedGuide: A Visual-Linguistic Large Model for Intelligent and Explainable Skin Disease Auxiliary Diagnosis
VL-MedGuide: A Visual-Linguistic Large Model for Intelligent and Explainable Skin Disease Auxiliary Diagnosis
Kexin Yu
Zihan Xu
Jialei Xie
Carter Adams
LM&MA
247
0
0
08 Aug 2025
IBO: Inpainting-Based Occlusion to Enhance Explainable Artificial
  Intelligence Evaluation in Histopathology
IBO: Inpainting-Based Occlusion to Enhance Explainable Artificial Intelligence Evaluation in Histopathology
Pardis Afshar
Sajjad Hashembeiki
Pouya Khani
Emad Fatemizadeh
M. Rohban
397
5
0
29 Aug 2024
DeepMediX: A Deep Learning-Driven Resource-Efficient Medical Diagnosis
  Across the Spectrum
DeepMediX: A Deep Learning-Driven Resource-Efficient Medical Diagnosis Across the Spectrum
Kishore Babu Nampalle
Pradeep Singh
Vivek Narayan Uppala
Balasubramanian Raman
MedIm
381
4
0
01 Jul 2023
ExAID: A Multimodal Explanation Framework for Computer-Aided Diagnosis
  of Skin Lesions
ExAID: A Multimodal Explanation Framework for Computer-Aided Diagnosis of Skin Lesions
Adriano Lucieri
Muhammad Naseer Bajwa
S. Braun
M. I. Malik
Andreas Dengel
Sheraz Ahmed
288
82
0
04 Jan 2022
Explainable AI (XAI): A Systematic Meta-Survey of Current Challenges and
  Future Opportunities
Explainable AI (XAI): A Systematic Meta-Survey of Current Challenges and Future OpportunitiesKnowledge-Based Systems (KBS), 2021
Waddah Saeed
C. Omlin
XAI
336
639
0
11 Nov 2021
A Review on Explainability in Multimodal Deep Neural Nets
A Review on Explainability in Multimodal Deep Neural NetsIEEE Access (IEEE Access), 2021
Gargi Joshi
Rahee Walambe
K. Kotecha
524
183
0
17 May 2021
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