Explainable AI in Healthcare and Medicine - Studies in Computational Intelligence
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Published By Springer International Publishing

9783030533519, 9783030533526

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Automatic Segregation and Classification of Inclusion and Exclusion Criteria of Clinical Trials to Improve Patient Eligibility Matching

Explainable AI in Healthcare and Medicine - Studies in Computational Intelligence ◽

10.1007/978-3-030-53352-6_27 ◽

2020 ◽

pp. 291-296

Author(s):

Tirthankar Dasgupta ◽

Ishani Mondal ◽

Abir Naskar ◽

Lipika Dey

Keyword(s):

Clinical Trials ◽

Exclusion Criteria ◽

Improve Patient

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Controlling for Confounding Variables: Accounting for Dataset Bias in Classifying Patient-Provider Interactions

Explainable AI in Healthcare and Medicine - Studies in Computational Intelligence ◽

10.1007/978-3-030-53352-6_25 ◽

2020 ◽

pp. 271-282

Author(s):

Kristen Howell ◽

Megan Barnes ◽

J. Randall Curtis ◽

Ruth A. Engelberg ◽

Robert Y. Lee ◽

...

Keyword(s):

Confounding Variables

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Implementation of a Personal Health Library (PHL) to Support Chronic Disease Self-Management

Explainable AI in Healthcare and Medicine - Studies in Computational Intelligence ◽

10.1007/978-3-030-53352-6_20 ◽

2020 ◽

pp. 221-226

Author(s):

Nariman Ammar ◽

James E. Bailey ◽

Robert L. Davis ◽

Arash Shaban-Nejad

Keyword(s):

Chronic Disease ◽

Self Management ◽

Personal Health

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Fast Similar Patient Retrieval from Large Scale Healthcare Data: A Deep Learning-Based Binary Hashing Approach

Explainable AI in Healthcare and Medicine - Studies in Computational Intelligence ◽

10.1007/978-3-030-53352-6_2 ◽

2020 ◽

pp. 11-21

Author(s):

Ke Wang ◽

Eryu Xia ◽

Shiwan Zhao ◽

Ziming Huang ◽

Songfang Huang ◽

...

Keyword(s):

Deep Learning ◽

Large Scale ◽

Healthcare Data ◽

Similar Patient

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A Deep Learning Approach for Classifying Nonalcoholic Steatohepatitis Patients from Nonalcoholic Fatty Liver Disease Patients Using Electronic Medical Records

Explainable AI in Healthcare and Medicine - Studies in Computational Intelligence ◽

10.1007/978-3-030-53352-6_10 ◽

2020 ◽

pp. 107-113

Author(s):

Pradyumna Byappanahalli Suresha ◽

Yunlong Wang ◽

Cao Xiao ◽

Lucas Glass ◽

Yilian Yuan ◽

...

Keyword(s):

Deep Learning ◽

Liver Disease ◽

Fatty Liver ◽

Nonalcoholic Fatty Liver Disease ◽

Electronic Medical Records ◽

Nonalcoholic Steatohepatitis ◽

Medical Records ◽

Fatty Liver Disease ◽

Learning Approach ◽

Nonalcoholic Fatty Liver

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Explaining Models by Propagating Shapley Values of Local Components

Explainable AI in Healthcare and Medicine - Studies in Computational Intelligence ◽

10.1007/978-3-030-53352-6_24 ◽

2020 ◽

pp. 261-270 ◽

Cited By ~ 2

Author(s):

Hugh Chen ◽

Scott Lundberg ◽

Su-In Lee

Keyword(s):

Shapley Values

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A Kernel to Exploit Informative Missingness in Multivariate Time Series from EHRs

Explainable AI in Healthcare and Medicine - Studies in Computational Intelligence ◽

10.1007/978-3-030-53352-6_3 ◽

2020 ◽

pp. 23-36

Author(s):

Karl Øyvind Mikalsen ◽

Cristina Soguero-Ruiz ◽

Robert Jenssen

Keyword(s):

Time Series ◽

Multivariate Time Series

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A Generalizable Method for Automated Quality Control of Functional Neuroimaging Datasets

Explainable AI in Healthcare and Medicine - Studies in Computational Intelligence ◽

10.1007/978-3-030-53352-6_6 ◽

2020 ◽

pp. 55-68

Author(s):

Matthew Kollada ◽

Qingzhu Gao ◽

Monika S. Mellem ◽

Tathagata Banerjee ◽

William J. Martin

Keyword(s):

Quality Control ◽

Functional Neuroimaging ◽

Automated Quality Control

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Character-Level Japanese Text Generation with Attention Mechanism for Chest Radiography Diagnosis

Explainable AI in Healthcare and Medicine - Studies in Computational Intelligence ◽

10.1007/978-3-030-53352-6_13 ◽

2020 ◽

pp. 147-153

Author(s):

Kenya Sakka ◽

Kotaro Nakayama ◽

Nisei Kimura ◽

Taiki Inoue ◽

Yusuke Iwasawa ◽

...

Keyword(s):

Chest Radiography ◽

Japanese Text ◽

Attention Mechanism ◽

Text Generation

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Extracting Structured Data from Physician-Patient Conversations by Predicting Noteworthy Utterances

Explainable AI in Healthcare and Medicine - Studies in Computational Intelligence ◽

10.1007/978-3-030-53352-6_14 ◽

2020 ◽

pp. 155-169

Author(s):

Kundan Krishna ◽

Amy Pavel ◽

Benjamin Schloss ◽

Jeffrey P. Bigham ◽

Zachary C. Lipton

Keyword(s):

Structured Data ◽

Physician Patient

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Explainable AI in Healthcare and Medicine - Studies in Computational IntelligenceLatest Publications

TOTAL DOCUMENTS

H-INDEX

Published By Springer International Publishing

Automatic Segregation and Classification of Inclusion and Exclusion Criteria of Clinical Trials to Improve Patient Eligibility Matching

Controlling for Confounding Variables: Accounting for Dataset Bias in Classifying Patient-Provider Interactions

Implementation of a Personal Health Library (PHL) to Support Chronic Disease Self-Management

Fast Similar Patient Retrieval from Large Scale Healthcare Data: A Deep Learning-Based Binary Hashing Approach

A Deep Learning Approach for Classifying Nonalcoholic Steatohepatitis Patients from Nonalcoholic Fatty Liver Disease Patients Using Electronic Medical Records

Explaining Models by Propagating Shapley Values of Local Components

A Kernel to Exploit Informative Missingness in Multivariate Time Series from EHRs

A Generalizable Method for Automated Quality Control of Functional Neuroimaging Datasets

Character-Level Japanese Text Generation with Attention Mechanism for Chest Radiography Diagnosis

Extracting Structured Data from Physician-Patient Conversations by Predicting Noteworthy Utterances

Explainable AI in Healthcare and Medicine - Studies in Computational Intelligence
Latest Publications