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Daniel C. Elton
Staff Scientist, National Institutes of Health
Joined
January 2020
Names
Daniel C. Elton
(Preferred)
,
Daniel C Elton
Emails
****@nih.gov
(Confirmed)
,
****@mgh.harvard.edu
(Confirmed)
,
****@gmail.com
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Semantic Scholar
Career & Education History
Staff Scientist
National Institutes of Health
(nih.gov)
2019
–
Present
Postdoc
University of Maryland, College Park
(umd.edu)
2017
–
2018
Advisors, Relations & Conflicts
Coworker
Christopher P. Bridge
2021
–
Present
Coworker
Dr. Ronald Summers
2019
–
2021
Coworker
Dr. Yingying Zhu
2019
–
2021
Expertise
medical imaging
2019
–
Present
machine learning
2019
–
Present
artificial intelligence
2016
–
Present
physics
2006
–
2016
Publications
Universal detection and segmentation of lymph nodes in multi-parametric MRI
Tejas Sudharshan Mathai
,
Sungwon Lee
,
Thomas C. Shen
,
Daniel C. Elton
,
Zhiyong Lu
,
Ronald M. Summers
Published: 01 Jan 2024, Last Modified: 30 Jan 2024
Int. J. Comput. Assist. Radiol. Surg. 2024
Readers:
Everyone
Global-Local attention network with multi-task uncertainty loss for abnormal lymph node detection in MR images
Shuai Wang
,
Yingying Zhu
,
Sungwon Lee
,
Daniel C. Elton
,
Thomas C. Shen
,
Youbao Tang
,
Yifan Peng
,
Zhiyong Lu
,
Ronald M. Summers
2022 (modified: 14 Apr 2022)
Medical Image Anal. 2022
Readers:
Everyone
Lymph Node Detection in T2 MRI with Transformers
Tejas Sudharshan Mathai
,
Sungwon Lee
,
Daniel C. Elton
,
Thomas C. Shen
,
Yifan Peng
,
Zhiyong Lu
,
Ronald M. Summers
2021 (modified: 14 Apr 2022)
CoRR 2021
Readers:
Everyone
Detection of Lymph Nodes in T2 MRI Using Neural Network Ensembles
Tejas Sudharshan Mathai
,
Sungwon Lee
,
Daniel C. Elton
,
Thomas C. Shen
,
Yifan Peng
,
Zhiyong Lu
,
Ronald M. Summers
2021 (modified: 14 Apr 2022)
MLMI@MICCAI 2021
Readers:
Everyone
Learning Structure from Visual Semantic Features and Radiology Ontology for Lymph Node Classification on MRI
Yingying Zhu
,
Shuai Wang
,
Qingyu Chen
,
Sungwon Lee
,
Thomas C. Shen
,
Daniel C. Elton
,
Zhiyong Lu
,
Ronald M. Summers
Published: 01 Jan 2021, Last Modified: 10 Nov 2023
MLMI@MICCAI 2021
Readers:
Everyone
Applying Deutsch's concept of good explanations to artificial intelligence and neuroscience - An initial exploration
Daniel C. Elton
Published: 01 Jan 2021, Last Modified: 30 Jan 2024
Cogn. Syst. Res. 2021
Readers:
Everyone
Common Pitfalls When Explaining AI and Why Mechanistic Explanation Is a Hard Problem
Daniel C. Elton
Published: 01 Jan 2021, Last Modified: 30 Jan 2024
ICICT (1) 2021
Readers:
Everyone
Induction, Popper, and machine learning
Bruce Nielson
,
Daniel C. Elton
Published: 01 Jan 2021, Last Modified: 30 Jan 2024
CoRR 2021
Readers:
Everyone
Automatic recognition of abdominal lymph nodes from clinical text
Yifan Peng
,
Sungwon Lee
,
Daniel C. Elton
,
Thomas C. Shen
,
Yuxing Tang
,
Qingyu Chen
,
Shuai Wang
,
Yingying Zhu
,
Ronald M. Summers
,
Zhiyong Lu
2020 (modified: 14 Apr 2022)
ClinicalNLP@EMNLP 2020
Readers:
Everyone
Independent Vector Analysis for Molecular Data Fusion: Application to Property Prediction and Knowledge Discovery of Energetic Materials
Zois Boukouvalas
,
Monica Puerto
,
Daniel C. Elton
,
Peter W. Chung
,
Mark D. Fuge
Published: 01 Jan 2020, Last Modified: 12 May 2023
EUSIPCO 2020
Readers:
Everyone
View all 22 publications
Co-Authors
Bruce Nielson
Dhruv Turakhia
James L. Gulley
Mark D. Fuge
Monica Puerto
Nischal Reddy
Perry J. Pickhardt
Peter W. Chung
Qingyu Chen
Ronald M. Summers
Ruth M. Doherty
Seung Yeon Shin
Shuai Wang
Sungwon Lee
Tejas Sudharshan Mathai
Thomas C. Shen
Veit Sandfort
Yifan Peng
Yingying Zhu
Youbao Tang
Yuxing Tang
Zhiyong Lu
Zois Boukouvalas