Title
Methodological Explainability Evaluation of an Interpretable Deep Learning Model for Post-Hepatectomy Liver Failure Prediction Incorporating Counterfactual Explanations and Layerwise Relevance Propagation: A Prospective In Silico Trial Xian Zhong Zohaib Salahuddin Yi Chen Henry C. Woodruff H. Long ... Lili Chen Dongming Li Xiaoyan Xie Manxia Lin Philippe Lambin 47 1 0 07 Aug 2024
Clinically inspired enhance Explainability and Interpretability of an AI-Tool for BCC diagnosis based on expert annotation Iván Matas Carmen Serrano Francisca Silva Amalia Serrano Tomás Toledo-Pastrana Begoña Acha 30 0 0 27 Jun 2024
Explainable AI Enhances Glaucoma Referrals, Yet the Human-AI Team Still Falls Short of the AI Alone Catalina Gomez Ruolin Wang Katharina Breininger Corinne Casey Chris Bradley Mitchell Pavlak Alex T Pham Jithin Yohannan Mathias Unberath 20 1 0 24 May 2024
Clinical Melanoma Diagnosis with Artificial Intelligence: Insights from a Prospective Multicenter Study Lukas Heinlein Roman C. Maron A. Hekler Sarah Haggenmüller Christoph Wies ... W. Sondermann Matthias Goebeler Bastian Schilling E. Krieghoff-Henning T. Brinker 34 0 0 25 Jan 2024
Evaluating Deep Learning-based Melanoma Classification using Immunohistochemistry and Routine Histology: A Three Center Study Christoph Wies Lucas Schneider Sarah Haggenmüller Tabea-Clara Bucher S. Hobelsberger M. Heppt Gerardo Ferrara E. Krieghoff-Henning T. Brinker 25 7 0 07 Sep 2023
Taking Advice from (Dis)Similar Machines: The Impact of Human-Machine Similarity on Machine-Assisted Decision-Making Nina Grgic-Hlaca C. Castelluccia Krishna P. Gummadi HAI 35 12 0 08 Sep 2022
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 36 61 0 04 Jan 2022
On Interpretability of Deep Learning based Skin Lesion Classifiers using Concept Activation Vectors Adriano Lucieri Muhammad Naseer Bajwa S. Braun M. I. Malik Andreas Dengel Sheraz Ahmed MedIm 165 64 0 05 May 2020
Densely Connected Convolutional Networks Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger PINN 3DV 348 36,437 0 25 Aug 2016