Distilling Knowledge from Deep Networks with Applications to Healthcare
Domain

Distilling Knowledge from Deep Networks with Applications to Healthcare Domain

11 December 2015

Papers citing "Distilling Knowledge from Deep Networks with Applications to Healthcare Domain"

12 / 12 papers shown

Title
Towards Interpretability of Speech Pause in Dementia Detection using Adversarial Learning Youxiang Zhu Bang Tran Xiaohui Liang J. Batsis R. Roth AAML 8 6 0 14 Nov 2021
Neural Natural Language Processing for Unstructured Data in Electronic Health Records: a Review Irene Z Li Jessica Pan Jeremy Goldwasser Neha Verma Wai Pan Wong ... Matthew Zhang David Chang R. Taylor H. Krumholz Dragomir R. Radev BDL 19 154 0 07 Jul 2021
Adversarial Attacks and Defenses: An Interpretation Perspective Ninghao Liu Mengnan Du Ruocheng Guo Huan Liu Xia Hu AAML 24 8 0 23 Apr 2020
COVID-MobileXpert: On-Device COVID-19 Patient Triage and Follow-up using Chest X-rays Xin Li Chengyin Li D. Zhu 19 79 0 06 Apr 2020
Explainable Artificial Intelligence (XAI): Concepts, Taxonomies, Opportunities and Challenges toward Responsible AI Alejandro Barredo Arrieta Natalia Díaz Rodríguez Javier Del Ser Adrien Bennetot S. Tabik ... S. Gil-Lopez Daniel Molina Richard Benjamins Raja Chatila Francisco Herrera XAI 37 6,109 0 22 Oct 2019
Evaluating Explanation Without Ground Truth in Interpretable Machine Learning Fan Yang Mengnan Du Xia Hu XAI ELM 21 66 0 16 Jul 2019
Distilled Wasserstein Learning for Word Embedding and Topic Modeling Hongteng Xu Wenlin Wang W. Liu Lawrence Carin MedIm FedML 19 84 0 12 Sep 2018
Bioinformatics and Medicine in the Era of Deep Learning D. Bacciu P. Lisboa José D. Martín R. Stoean A. Vellido AI4CE BDL 33 17 0 27 Feb 2018
Feature Engineering for Predictive Modeling using Reinforcement Learning Udayan Khurana Horst Samulowitz D. Turaga 21 181 0 21 Sep 2017
Deep EHR: A Survey of Recent Advances in Deep Learning Techniques for Electronic Health Record (EHR) Analysis B. Shickel P. Tighe A. Bihorac Parisa Rashidi BDL 14 1,093 0 12 Jun 2017
RETAIN: An Interpretable Predictive Model for Healthcare using Reverse Time Attention Mechanism E. Choi M. T. Bahadori Joshua A. Kulas A. Schuetz Walter F. Stewart Jimeng Sun AI4TS 8 1,228 0 19 Aug 2016
Increasing the Interpretability of Recurrent Neural Networks Using Hidden Markov Models Viktoriya Krakovna Finale Doshi-Velez AI4CE 37 69 0 16 Jun 2016