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Chloe O'Connell Stanwyck
Researcher, Biomedical Data Science, Stanford University
Joined
September 2022
Names
Chloe O'Connell Stanwyck
(Preferred)
,
Chloe P O'Connell
,
Chloe Stanwyck
,
Chloe O'Connell
,
Chloe P. O'Connell
Emails
****@gmail.com
(Confirmed)
,
****@stanford.edu
(Confirmed)
,
****@gmail.com
(Confirmed)
Personal Links
Google Scholar
DBLP
ORCID
LinkedIn
Career & Education History
Researcher
Biomedical Data Science,
Stanford University
(stanford.edu)
2025
–
Present
Clinical Fellow
Obstetric Anesthesia,
Stanford University
(stanford.edu)
2024
–
2025
Anesthesia Resident
Anesthesiology,
Massachusetts General Hospital, Harvard University
(mgh.harvard.edu)
2019
–
2023
MS student
Biomedical Informatics,
Stanford University
(stanford.edu)
2016
–
2018
Undergrad student
Brown University
(brown.edu)
2008
–
2012
Advisors, Relations & Conflicts
Coauthor
Sasha Ronaghi
Present
Coauthor
Jordan Li Cahoon
Present
Coauthor
Monica Agrawal
Present
Postdoc Advisor
Emily Alsentzer
2025
–
Present
Coauthor
David Sontag
2019
–
2022
Coauthor
Pranav Rajpurkar
2018
–
2022
Expertise
Anesthesiology
Present
ML for healthcare
Present
Clinical NLP
Present
Electronic health record data
Present
Longitudinal patient records
Present
Critical Care
Present
Clinical Notes
Present
Publications
Robust Benchmarking for Machine Learning of Clinical Entity Extraction
Chloe O'Connell Stanwyck
,
Ariel Levy
,
David Sontag
,
Monica Agrawal
ML4H
Readers:
Everyone
Impact of Large Language Model Assistance on Patients Reading Clinical Notes: A Mixed-Methods Study
Niklas Mannhardt
,
Elizabeth Bondi-Kelly
,
Barbara Lam
,
Chloe O'Connell
,
Mercy Asiedu
,
Hussein Mozannar
,
Monica Agrawal
,
Alejandro Buendia
,
Tatiana Urman
,
Irbaz B. Riaz
,
Catherine E. Ricciardi
,
Marzyeh Ghassemi
,
David A. Sontag
Published: 01 Jan 2024, Last Modified: 27 Mar 2024
CoRR 2024
Readers:
Everyone
Style-Aware Radiology Report Generation with RadGraph and Few-Shot Prompting
Benjamin Yan
,
Ruochen Liu
,
David E Kuo
,
Subathra Adithan
,
Eduardo Pontes Reis
,
Stephen Kwak
,
Vasantha Kumar Venugopal
,
Chloe P O'Connell
,
Agustina Saenz
,
Pranav Rajpurkar
,
Michael Moor
EMNLP 2023 Findings
Readers:
Everyone
Video pretraining advances 3D deep learning on chest CT tasks
Alexander Ke
,
Shih-Cheng Huang
,
Chloe P O'Connell
,
Michal Klimont
,
Serena Yeung
,
Pranav Rajpurkar
Published: 04 Apr 2023, Last Modified: 15 Feb 2026
MIDL 2023 Poster
Readers:
Everyone
Style-Aware Radiology Report Generation with RadGraph and Few-Shot Prompting
Benjamin Yan
,
Ruochen Liu
,
David E. Kuo
,
Subathra Adithan
,
Eduardo Pontes Reis
,
Stephen Kwak
,
Vasantha Kumar Venugopal
,
Chloe O'Connell
,
Agustina Saenz
,
Pranav Rajpurkar
,
Michael Moor
EMNLP (Findings) 2023
Readers:
Everyone
Video pretraining advances 3D deep learning on chest CT tasks
Alexander Ke
,
Shih-Cheng Huang
,
Chloe P. O'Connell
,
Michal Klimont
,
Serena Yeung
,
Pranav Rajpurkar
MIDL 2023
Readers:
Everyone
Style-Aware Radiology Report Generation with RadGraph and Few-Shot Prompting
Benjamin Yan
,
Ruochen Liu
,
David E. Kuo
,
Subathra Adithan
,
Eduardo Pontes Reis
,
Stephen Kwak
,
Vasantha Kumar Venugopal
,
Chloe P. O'Connell
,
Agustina Saenz
,
Pranav Rajpurkar
,
Michael Moor
CoRR 2023
Readers:
Everyone
Video Pretraining Advances 3D Deep Learning on Chest CT Tasks
Alexander Ke
,
Shih-Cheng Huang
,
Chloe P. O'Connell
,
Michal Klimont
,
Serena Yeung
,
Pranav Rajpurkar
CoRR 2023
Readers:
Everyone
CheXaid: deep learning assistance for physician diagnosis of tuberculosis using chest x-rays in patients with HIV
Pranav Rajpurkar
,
Chloe P. O'Connell
,
Amit Schechter
,
Nishit Asnani
,
Jason Li
,
Amirhossein Kiani
,
Robyn L. Ball
,
Marc Mendelson
,
Gary Maartens
,
Daniël J. van Hoving
,
Rulan Griesel
,
Andrew Y. Ng
,
Tom H. Boyles
,
Matthew P. Lungren
npj Digit. Medicine 2020
Readers:
Everyone
Robust Benchmarking for Machine Learning of Clinical Entity Extraction
Monica Agrawal
,
Chloe O'Connell
,
Yasmin Fatemi
,
Ariel Levy
,
David Sontag
2020 (modified: 10 Sept 2025)
MLHC 2020
Readers:
Everyone
View all 11 publications
Co-Authors
Agustina Saenz
Alejandro Buendia
Alexander Ke
Amirhossein Kiani
Amit Schechter
Andrew Y. Ng
Ariel Levy
Barbara Lam
Benjamin Yan
Catherine E. Ricciardi
Daniël J. van Hoving
David A. Sontag
David E Kuo
David E. Kuo
Dennis P. Wall
Dorna Kashef Haghighi
Eduardo Pontes Reis
Elizabeth Bondi-Kelly
Fumiko Egawa
Gary Maartens
Guhan Ram Venkataraman
Hussein Mozannar
Irbaz B. Riaz
Jason Li
Marc Mendelson
View all 45 co-authors