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Brett K. Beaulieu-Jones
Researcher at Harvard University
Publications - 59
Citations - 3393
Brett K. Beaulieu-Jones is an academic researcher from Harvard University. The author has contributed to research in topics: Medicine & Deep learning. The author has an hindex of 16, co-authored 47 publications receiving 2147 citations. Previous affiliations of Brett K. Beaulieu-Jones include Brigham and Women's Hospital & Beth Israel Deaconess Medical Center.
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Learning Contextual Hierarchical Structure of Medical Concepts with Poincair\'e Embeddings to Clarify Phenotypes
TL;DR: This article applied Poincare embeddings in a 2-dimensional hyperbolic space to a large-scale administrative claims database and showed performance comparable to 100-dimensional embedding in a euclidean space.
Journal ArticleDOI
Reproducible Computational Workflows with Continuous Analysis
TL;DR: Continuous analysis combines Docker, a container service similar to virtual machines, with continuous integration, a popular software development technique, to automatically re-run computational analysis whenever relevant changes are made to the source code, providing inherent reproducibility to computational research at a minimal cost to the researcher.
Journal ArticleDOI
Hospitalizations Associated With Mental Health Conditions Among Adolescents in the US and France During the COVID-19 Pandemic
Alba Gutiérrez-Sacristán,Arnaud Serret-Larmande,Meghan R Hutch,Carlos Sáez,Bruce J. Aronow,Surbhi Bhatnagar,Clara-Lea Bonzel,Tianxi Cai,Batsal Devkota,David A. Hanauer,Ne Hooi Will Loh,Yuan Luo,B. Moal,Taha Mohseni Ahooyi,Wanjiku F. M. Njoroge,Gilbert S. Omenn,L. Nelson Sanchez-Pinto,Andrew M South,Francesca Sperotto,Amelia L.M. Tan,Deanne Taylor,G. Verdy,Shyam Visweswaran,Zongqi Xia,Janet Zahner,Paul Avillach,Florence T. Bourgeois,James R. Aaron,Giuseppe Agapito,Adem Albayrak,Giuseppe Albi,M. Alessiani,Anna Alloni,Danilo F Amendola,François Angoulvant,Libby Anthony,Fatima Ashraf,A.A. Atz,Paula S. Azevedo,James D. Balshi,Brett K. Beaulieu-Jones,Douglas S. Bell,Antonio Bellasi,Riccardo Bellazzi,Vincent Benoit,Michele Beraghi,J.L. Bernal-Sobrino,Mélodie Bernaux,Romain Bey,A. Blanco-Martínez,Martin Boeker,John Booth,Silvano Bosari,Robert L. Bradford,Gabriel A. Brat,Stephane Breant,Nicholas W Brown,Raffaele Bruno,William Bryant,Mauro Bucalo,Emily M. Bucholz,Anita Burgun,Mario Cannataro,Aldo Carmona,Charlotte Caucheteux,Julien Champ,Jin Chen,Krista Y. Chen,Luca Chiovato,Lorenzo Chiudinelli,Kelly Cho,James J. Cimino,Tiago K. Colicchio,Sylvie Cormont,Sébastien Cossin,Jean Craig,Juan Luis Cruz-Bermúdez,Jaime Cruz-Rojo,Arianna Dagliati,Mohamad Daniar,Christel Daniel,Priyam Das,Audrey Dionne,Rui Duan,Julien Dubiel,Scott L. DuVall,Loic Esteve,Hossein Estiri,Shi-jie Fan,Robert W Follett,Thomas Ganslandt,N. García-Barrio,Lana X. Garmire,Nils Gehlenborg,Emily Getzen,Alon Geva,Tomás González González,Tobias Gradinger,Alexandre Gramfort,Romain Griffier,Nicolas Griffon,Olivier Grisel,Pietro Hiram Guzzi,Larry Han,Christian Haverkamp,Derek Hazard,Bing He,Darren W. Henderson,Martin Hilka,Yuk-Lam Ho,John H. Holmes,Chuan Hong,Kenneth M Huling,Richard Issitt,Anne-Sophie Jannot,Vianney Jouhet,Ramakanth Kavuluru,Mark Keller,Chris J. Kennedy,Kate F. Kernan,Daniel Key,Katie Kirchoff,Jeffrey G. Klann,Isaac S. Kohane,Ian D. Krantz,Detlef Kraska,A. Krishnamurthy,S. L’Yi,Trang Thu Le,Judith Leblanc,Guillaume Lemaitre,Leslie A. Lenert,Damien Leprovost,Molei Liu,Qi Long,Sara Lozano-Zahonero,Kristine E. Lynch,Sadiqa Mahmood,Sarah Maidlow,Adeline Makoudjou,Alberto Malovini,Kenneth D. Mandl,Chengsheng Mao,Anupama Maram,P. Martel,Marcelo Rodrigues Martins,Jayson S. Marwaha,Aaron J. Masino,Maria Mazzitelli,Arthur Mensch,Marianne Milano,Marcos F. Minicucci,Jason H. Moore,Cinta Moraleda,J. S. Morris,Michele I. Morris,Karyn Moshal,S. Farid Mousavi,Danielle L. Mowery,Douglas A. Murad,Shawn N. Murphy,Thomas P Naughton,C. T. B. Neto,Antoine Neuraz,Jane W. Newburger,Kee Yuan Ngiam,James B Norman,Jihad S. Obeid,Marina Politi Okoshi,Karen L. Olson,Nina G. Orlova,Brian Ostasiewski,Nathan Palmer,Nicolas Paris,Lav P Patel,M. Pedrera-Jiménez,Ashley C. Pfaff,Emily R. Pfaff,D. Pillion,Sara Pizzimenti,Tanu Priya,Hans-Ulrich Prokosch,Robson Prudente,Andrea Prunotto,Víctor Quirós-González,Rachel B. Ramoni,Maryna Raskin,Siegbert Rieg,Gustavo Roig-Domínguez,Pablo. Rojo,Paula Rubio-Mayo,Paolo Macchi,Elisa Salamanca,Malarkodi J Samayamuthu,Arnaud Sandrin,Nandhini Santhanam,Janaina C. C. Santos,F. J. Sanz Vidorreta,Maria Grazia Savino,Emily Schriver,Petra Schubert,Juergen Schuettler,Luigia Scudeller,Neil J. Sebire,Pablo Serrano,Patricia Serre,Mohsin Shah,Zahra Shakeri Hossein Abad,Domenick Silvio,Piotr Sliz,Ji Hyoung Son,Charles J. Sonday,Anastasia Spiridou,Zachary H. Strasser,Bryce W. Q. Tan,B. W. Tan,Suzana Erico Tanni,A. I. Terriza-Torres,Valentina Tibollo,Patric Tippmann,Emma MS Toh,Carlo Torti,Enrico Maria Trecarichi,Andrew Vallejos,Gaël Varoquaux,M. Vella,Jill-Jênn Vie,Michele Vitacca,Kavishwar B. Wagholikar,Lemuel R. Waitman,Xuan Wang,Demian Wassermann,Griffin M. Weber,Martin Wolkewitz,Scott D Wong,Xin Xiong,Ye Ye,Nadir Yehya,William Yuan,Alberto Zambelli,Harrison G Zhang,Daniela Zöller,Valentina Zuccaro,Chiara Zucco +243 more
TL;DR: This article examined changes in the proportion of mental health-associated hospitalizations among adolescents in the US and France during the first year of the COVID-19 pandemic vs before the pandemic.
Journal ArticleDOI
International comparisons of laboratory values from the 4CE collaborative to predict COVID-19 mortality
Griffin M. Weber,Chuan Hong,Zongqi Xia,Nathan Palmer,Paul Avillach,S. L’Yi,Mark Keller,Shawn N. Murphy,Clara-Lea Bonzel,Antoine Neuraz,Shyam Visweswaran,Ne Hooi Will Loh,Mario Cannataro,Riccardo Bellazzi,Giuseppe Agapito,M. Alessiani,Bruce J. Aronow,Douglas S. Bell,Florence T. Bourgeois,Luca Chiovato,Arianna Dagliati,Scott L. DuVall,Noelia García Barrio,David A. Hanauer,Yuk-Lam Ho,John H. Holmes,Yuan Luo,Kristine E. Lynch,Alberto Malovini,Kenneth D. Mandl,Chengsheng Mao,Michael E. Matheny,Jason H. Moore,Michele I. Morris,Danielle L. Mowery,Rachel B. Ramoni,Emily Schriver,Petra Schubert,Pablo Serrano Balazote,Anastasia Spiridou,Amelia L.M. Tan,B. W. Tan,Valentina Tibollo,Carlo Torti,Enrico Maria Trecarichi,Xuan Wang,James R. Aaron,Adem Albayrak,Giuseppe Albi,Anna Alloni,Danilo F Amendola,François Angoulvant,Libby Anthony,Fatima Ashraf,A.A. Atz,Paula S. Azevedo,James D. Balshi,Brett K. Beaulieu-Jones,Antonio Bellasi,Vincent Benoit,Michele Beraghi,J.L. Bernal-Sobrino,Mélodie Bernaux,Romain Bey,Surbhi Bhatnagar,A. Blanco-Martínez,Martin Boeker,John Booth,Silvano Bosari,Robert L. Bradford,Gabriel A. Brat,Stephane Breant,Nicholas W Brown,Raffaele Bruno,William Bryant,Mauro Bucalo,Emily M. Bucholz,Anita Burgun,Aldo Carmona,Charlotte Caucheteux,Julien Champ,Krista Y. Chen,Jin Chen,Lorenzo Chiudinelli,Kelly Cho,James J. Cimino,Tiago K. Colicchio,Sylvie Cormont,Sébastien Cossin,Jean Craig,Juan Luis Cruz-Bermúdez,Jaime Cruz-Rojo,Mohamad Daniar,Christel Daniel,Priyam Das,Batsal Devkota,Audrey Dionne,Rui Duan,Julien Dubiel,Loic Esteve,Hossein Estiri,Shi-jie Fan,Robert W Follett,Thomas Ganslandt,N. García-Barrio,Lana X. Garmire,Nils Gehlenborg,Emily Getzen,Alon Geva,Tobias Gradinger,Alexandre Gramfort,Romain Griffier,Nicolas Griffon,Olivier Grisel,Alba Gutiérrez-Sacristán,Larry Han,Christian Haverkamp,Derek Hazard,Bing He,Darren W. Henderson,Martin Hilka,Kenneth M Huling,Meghan R Hutch,Richard Issitt,Anne-Sophie Jannot,Vianney Jouhet,Ramakanth Kavuluru,Chris J. Kennedy,Kate F. Kernan,Daniel Key,Katie Kirchoff,Jeffrey G. Klann,Ian D. Krantz,Detlef Kraska,A. Krishnamurthy,Trang Thu Le,Judith Leblanc,Guillaume Lemaitre,Leslie A. Lenert,Damien Leprovost,Molei Liu,Qi Long,Sara Lozano-Zahonero,Sadiqa Mahmood,Sarah Maidlow,Adeline Makoudjou,Anupama Maram,P. Martel,Marcelo Rodrigues Martins,Jayson S. Marwaha,Aaron J. Masino,Maria Mazzitelli,Arthur Mensch,Marianne Milano,Marcos F. Minicucci,B. Moal,Taha Mohseni Ahooyi,Cinta Moraleda,J. S. Morris,Karyn Moshal,S. Farid Mousavi,Douglas A. Murad,Thomas P Naughton,C. T. B. Neto,Jane W. Newburger,Kee Yuan Ngiam,Wanjiku F. M. Njoroge,James B Norman,Jihad S. Obeid,Marina Politi Okoshi,Karen L. Olson,Gilbert S. Omenn,Nina G. Orlova,Brian Ostasiewski,Nicolas Paris,Lav P Patel,M. Pedrera-Jiménez,Ashley C. Pfaff,Emily R. Pfaff,D. Pillion,Sara Pizzimenti,Hans-Ulrich Prokosch,Robson Prudente,Andrea Prunotto,Víctor Quirós-González,Maryna Raskin,Siegbert Rieg,Gustavo Roig-Domínguez,Pablo Rojo,Paula Rubio-Mayo,Paolo Macchi,Carlos Sáez,Elisa Salamanca,Malarkodi J Samayamuthu,L. Nelson Sanchez-Pinto,Arnaud Sandrin,Nandhini Santhanam,Janaina C. C. Santos,F. J. Sanz Vidorreta,Maria Savino,Juergen Schuettler,Luigia Scudeller,Neil J. Sebire,Pablo Serrano,Patricia Serre,Arnaud Serret-Larmande,Mohsin Shah,Zahra F.H. Abad,Domenick Silvio,Piotr Sliz,Ji Hyoung Son,Charles J. Sonday,Andrew M South,Francesca Sperotto,Zachary H. Strasser,Bryce W. Q. Tan,Suzana Erico Tanni,Deanne Taylor,A. I. Terriza-Torres,Patric Tippmann,Emma Min Shuen Toh,Yi-Ju Tseng,Andrew Vallejos,Gaël Varoquaux,M. Vella,G. Verdy,Jill-Jênn Vie,Michele Vitacca,Kavishwar B. Wagholikar,Lemuel R. Waitman,Demian Wassermann,Martin Wolkewitz,Scott D Wong,Xin Xiong,Ye Ye,Nadir Yehya,William Yuan,Alberto Zambelli,Harrison G Zhang,Daniela Zöller,Valentina Zuccaro,Chiara Zucco,Isaac S. Kohane,Tianxi Cai +243 more
TL;DR: In this article , the authors evaluated the transportability of a mortality prediction algorithm using a multi-national network of healthcare systems, using a Cox regression model with nine measured laboratory test values, standard demographics at admission, and comorbidity burden pre-admission.