Leo A Celi

Affiliations

Harvard-MIT Division of Health Sciences and Technology, Massachusetts Institute of Technology, Harvard Medical School Cambridge, MA.
Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School Boston, MA.

Publications (48)

Performance of intensive care unit severity scoring systems across different ethnicities.

medRxiv : the preprint server for health sciences

Avec: Rahuldeb Sarkar , Christopher Martin , Heather Mattie , Judy Wawira Gichoya , David J Stone , Leo Anthony Celi

Erratum: Author Correction: The reproducibility crisis in the age of digital medicine.

NPJ digital medicine

Avec: Aaron Stupple , David Singerman , Leo Anthony Celi

Big data and machine learning in critical care: Opportunities for collaborative research.

Medicina intensiva

Avec: Auteur inconnu , Antonio Núñez Reiz , Fernando Martínez Sagasti , Manuel Álvarez González , Antonio Blesa Malpica , Juan Carlos Martín Benítez , Mercedes Nieto Cabrera , Ángela Del Pino Ramírez , José Miguel Gil Perdomo , Jesús Prada Alonso , Leo Anthony Celi , Miguel Ángel Armengol de la Hoz , Rodrigo Deliberato , Kenneth Paik , Tom Pollard , Jesse Raffa , Felipe Torres , Julio Mayol , Joan Chafer , Arturo González Ferrer , Ángel Rey , Henar González Luengo , Giuseppe Fico , Ivana Lombroni , Liss Hernandez , Laura López , Beatriz Merino , María Fernanda Cabrera , María Teresa Arredondo , María Bodí , Josep Gómez , Alejandro Rodríguez , Miguel Sánchez García

Palliative medicine and hospital readmissions in end-stage liver disease.

BMJ supportive & palliative care

Avec: Barret Rush , Clark Fruhstofer , Keith R Walley , Leo Anthony Celi , Mayur Brahmania

The Impact of Chronic Ozone and Particulate Air Pollution on Mortality in Patients With Sepsis Across the United States.

Journal of intensive care medicine

Avec: Barret Rush , Katie Wiskar , Clark Fruhstorfer , Leo Anthony Celi , Keith R Walley

Machine learning can accurately predict pre-admission baseline hemoglobin and creatinine in intensive care patients.

NPJ digital medicine

Avec: Antonin Dauvin , Carolina Donado , Patrik Bachtiger , Ke-Chun Huang , Christopher Martin Sauer , Daniele Ramazzotti , Matteo Bonvini , Leo Anthony Celi , Molly J Douglas

How Can Artificial Intelligence Make Medicine More Preemptive?

Journal of medical Internet research

Avec: Usman Iqbal , Leo Anthony Celi , Yu-Chuan Jack Li

Accelerating ophthalmic artificial intelligence research: the role of an open access data repository.

Current opinion in ophthalmology

Avec: Ashley Kras , Leo A Celi , John B Miller

Urban Intelligence for Pandemic Response: Viewpoint.

JMIR public health and surveillance

Avec: Yuan Lai , Wesley Yeung , Leo Anthony Celi

Treatment in Disproportionately Minority Hospitals Is Associated With Increased Risk of Mortality in Sepsis: A National Analysis.

Critical care medicine

Avec: Barret Rush , John Danziger , Keith R Walley , Anand Kumar , Leo Anthony Celi

The advent of medical artificial intelligence: lessons from the Japanese approach.

Journal of intensive care

Avec: Euma Ishii , Daniel K Ebner , Satoshi Kimura , Louis Agha-Mir-Salim , Ryo Uchimido , Leo A Celi

Incidence and Risk Model Development for Severe Tachypnea Following Terminal Extubation.

Chest

Avec: Corey R Fehnel , Miguel Armengol de la Hoz , Leo A Celi , Margaret L Campbell , Khalid Hanafy , Ala Nozari , Douglas B White , Susan L Mitchell

"Yes, but will it work for

NPJ digital medicine

Avec: Trishan Panch , Tom J Pollard , Heather Mattie , Emily Lindemer , Pearse A Keane , Leo Anthony Celi

Real-world characterization of blood glucose control and insulin use in the intensive care unit.

Scientific reports

Avec: Lawrence Baker , Jason H Maley , Aldo Arévalo , Francis DeMichele , Roselyn Mateo-Collado , Stan Finkelstein , Leo Anthony Celi

Varying association of laboratory values with reference ranges and outcomes in critically ill patients: an analysis of data from five databases in four countries across Asia, Europe and North America.

BMJ health & care informatics

Avec: Haoran Xu , Louis Agha-Mir-Salim , Zachary O'Brien , Dora C Huang , Peiyao Li , Josep Gómez , Xiaoli Liu , Tongbo Liu , Wesley Yeung , Patrick Thoral , Paul Elbers , Zhengbo Zhang , María Bodí Saera , Leo Anthony Celi

Systematic Review and Comparison of Publicly Available ICU Data Sets-A Decision Guide for Clinicians and Data Scientists.

Critical care medicine

Avec: Christopher M Sauer , Tariq A Dam , Leo A Celi , Martin Faltys , Miguel A A de la Hoz , Lasith Adhikari , Kirsten A Ziesemer , Armand Girbes , Patrick J Thoral , Paul Elbers

From quality improvement to equality improvement projects: A scoping review and framework.

iScience

Avec: Jack Gallifant , Molly Griffin , Robin L Pierce , Leo Anthony Celi

The potential use of non-fungible tokens (NFTs) in healthcare and medical research.

PLOS digital health

Avec: Antonio Yaghy , Nicole Rose I Alberto , Isabelle Rose I Alberto , Rene S Bermea , Ljubica Ristovska , Maria Yaghy , Sandra Hoyek , Nimesh A Patel , Leo Anthony Celi

Assessment of Racial and Ethnic Differences in Oxygen Supplementation Among Patients in the Intensive Care Unit.

JAMA internal medicine

Avec: Eric Raphael Gottlieb , Jennifer Ziegler , Katharine Morley , Barret Rush , Leo Anthony Celi

INSPIRE, a publicly available research dataset for perioperative medicine.

Scientific data

Avec: Leerang Lim , Hyeonhoon Lee , Chul-Woo Jung , Dayeon Sim , Xavier Borrat , Tom J Pollard , Leo A Celi , Roger G Mark , Simon T Vistisen , Hyung-Chul Lee

A Clinician's Guide to Understanding Bias in Critical Clinical Prediction Models.

Critical care clinics

Avec: João Matos , Jack Gallifant , Anand Chowdhury , Nicoleta Economou-Zavlanos , Marie-Laure Charpignon , Judy Gichoya , Leo Anthony Celi , Lama Nazer , Heather King , An-Kwok Ian Wong

Assessment of fluid responsiveness using pulse pressure variation, stroke volume variation, plethysmographic variability index, central venous pressure, and inferior vena cava variation in patients undergoing mechanical ventilation: a systematic review and meta-analysis.

Critical care (London, England)

Avec: Renato Carneiro de Freitas Chaves , Carmen Silvia Valente Barbas , Veronica Neves Fialho Queiroz , Ary Serpa Neto , Rodrigo Octavio Deliberato , Adriano José Pereira , Karina Tavares Timenetsky , João Manoel Silva Júnior , Flávio Takaoka , Daniel de Backer , Leo Anthony Celi , Thiago Domingos Corrêa

A health equity monitoring framework based on process mining.

PLOS digital health

Avec: Jan Niklas Adams , Jennifer Ziegler , Matthew McDermott , Molly J Douglas , René Eber , Judy Wawira Gichoya , Deirdre Goode , Swami Sankaranarayanan , Ziyue Chen , Wil M P van der Aalst , Leo Anthony Celi

DF-DM: A foundational process model for multimodal data fusion in the artificial intelligence era.

Research square

Avec: David Restrepo , Chenwei Wu , Constanza Vásquez-Venegas , Luis Filipe Nakayama , Leo Anthony Celi , Diego M López

Machine Learning for Acute Kidney Injury Prediction in the Intensive Care Unit.

Advances in chronic kidney disease

Avec: Eric R Gottlieb , Mathew Samuel , Joseph V Bonventre , Leo A Celi , Heather Mattie

A Method to Explore Variations of Ventilator-Associated Event Surveillance Definitions in Large Critical Care Databases in the United States.

Critical care explorations

Avec: An-Kwok Ian Wong , Han Kim , Marie-Laure Charpignon , Leandro Carvalho , Enrique Monares-Zepeda , R W M A Madushani , Lasith Adhikari , Ryan D Kindle , Michael Kutner , Leo Anthony Celi , Mary E Lough , Eduardo Mireles-Cabodevila

MIMIC-IV, a freely accessible electronic health record dataset.

Scientific data

Avec: Alistair E W Johnson , Lucas Bulgarelli , Lu Shen , Alvin Gayles , Ayad Shammout , Steven Horng , Tom J Pollard , Sicheng Hao , Benjamin Moody , Brian Gow , Li-Wei H Lehman , Leo A Celi , Roger G Mark

A systematic review of federated learning applications for biomedical data.

PLOS digital health

Avec: Matthew G Crowson , Dana Moukheiber , Aldo Robles Arévalo , Barbara D Lam , Sreekar Mantena , Aakanksha Rana , Deborah Goss , David W Bates , Leo Anthony Celi

The "Ecosystem as a Service (EaaS)" approach to advance clinical artificial intelligence (cAI).

PLOS digital health

Avec: Julian Euma Ishii-Rousseau , Shion Seino , Daniel K Ebner , Maryam Vareth , Ming Jack Po , Leo Anthony Celi

Fusion of imaging and non-imaging data for disease trajectory prediction for coronavirus disease 2019 patients.

Journal of medical imaging (Bellingham, Wash.)

Avec: Amara Tariq , Siyi Tang , Hifza Sakhi , Leo Anthony Celi , Janice M Newsome , Daniel L Rubin , Hari Trivedi , Judy Wawira Gichoya , Imon Banerjee

Critical Bias in Critical Care Devices.

Critical care clinics

Avec: Marie-Laure Charpignon , Joseph Byers , Stephanie Cabral , Leo Anthony Celi , Chrystinne Fernandes , Jack Gallifant , Mary E Lough , Donald Mlombwa , Lama Moukheiber , Bradley Ashley Ong , Anupol Panitchote , Wasswa William , An-Kwok Ian Wong , Lama Nazer

Digital literacy as a new determinant of health: A scoping review.

PLOS digital health

Avec: Maria Del Pilar Arias López , Bradley A Ong , Xavier Borrat Frigola , Ariel L Fernández , Rachel S Hicklent , Arianne J T Obeles , Aubrey M Rocimo , Leo A Celi

Challenges in the maintenance of an open hospital-based cancer registry system in a low-to-middle-income country (LMIC): 2017-2022 experience.

PLOS digital health

Avec: Beatrice Tiangco , Shanaia Esthelle Joy Daguit , Nicole Cathlene Astrologo , Leo Flores , Ric Nonato Parma , Leo Anthony Celi

Towards long-tailed, multi-label disease classification from chest X-ray: Overview of the CXR-LT challenge.

ArXiv

Avec: Gregory Holste , Yiliang Zhou , Song Wang , Ajay Jaiswal , Mingquan Lin , Sherry Zhuge , Yuzhe Yang , Dongkyun Kim , Trong-Hieu Nguyen-Mau , Minh-Triet Tran , Jaehyup Jeong , Wongi Park , Jongbin Ryu , Feng Hong , Arsh Verma , Yosuke Yamagishi , Changhyun Kim , Hyeryeong Seo , Myungjoo Kang , Leo Anthony Celi , Zhiyong Lu , Ronald M Summers , George Shih , Zhangyang Wang , Yifan Peng

Association between Patient Race and Ethnicity and Use of Invasive Ventilation in the United States of America.

Annals of the American Thoracic Society

Avec: Fred M Abdelmalek , Federico Angriman , Julie Moore , Kuan Liu , Lisa Burry , Laleh Seyyed-Kalantari , Sangeeta Mehta , Judy Gichoya , Leo Anthony Celi , George Tomlinson , Michael Fralick , Christopher J Yarnell

Identifying and improving the "ground truth" of race in disparities research through improved EMR data reporting. A systematic review.

International journal of medical informatics

Avec: Babajide O Owosela , Rebecca S Steinberg , Sharon L Leslie , Leo A Celi , Saptarshi Purkayastha , Rakesh Shiradkar , Janice M Newsome , Judy W Gichoya

A scientometric analysis of fairness in health AI literature.

PLOS global public health

Avec: Isabelle Rose I Alberto , Nicole Rose I Alberto , Yuksel Altinel , Sarah Blacker , William Warr Binotti , Leo Anthony Celi , Tiffany Chua , Amelia Fiske , Molly Griffin , Gulce Karaca , Nkiruka Mokolo , David Kojo N Naawu , Jonathan Patscheider , Anton Petushkov , Justin Michael Quion , Charles Senteio , Simon Taisbak , İsmail Tırnova , Harumi Tokashiki , Adrian Velasquez , Antonio Yaghy , Keagan Yap

Low-cost and convenient screening of disease using analysis of physical measurements and recordings.

PLOS digital health

Avec: Jay Chandra , Raymond Lin , Devin Kancherla , Sophia Scott , Daniel Sul , Daniela Andrade , Sammer Marzouk , Jay M Iyer , William Wasswa , Cleva Villanueva , Leo Anthony Celi

Assessment of Clinical Metadata on the Accuracy of Retinal Fundus Image Labels in Diabetic Retinopathy in Uganda: Case-Crossover Study Using the Multimodal Database of Retinal Images in Africa.

JMIR formative research

Avec: Simon Arunga , Katharine Elise Morley , Teddy Kwaga , Michael Gerard Morley , Luis Filipe Nakayama , Rogers Mwavu , Fred Kaggwa , Julius Ssempiira , Leo Anthony Celi , Jessica E Haberer , Celestino Obua

Lower household income is associated with an increased risk of hospital readmission in patients with decompensated cirrhosis.

Journal of gastroenterology and hepatology

Avec: Mayur Brahmania , Katie Wiskar , Keith R Walley , Leo A Celi , Barret Rush

Predicting Intensive Care Unit admission among patients presenting to the emergency department using machine learning and natural language processing.

PloS one

Avec: Marta Fernandes , Rúben Mendes , Susana M Vieira , Francisca Leite , Carlos Palos , Alistair Johnson , Stan Finkelstein , Steven Horng , Leo Anthony Celi

The PLOS ONE collection on machine learning in health and biomedicine: Towards open code and open data.

PloS one

Avec: Leo A Celi , Luca Citi , Marzyeh Ghassemi , Tom J Pollard

The association between autoimmune disease and 30-day mortality among sepsis ICU patients: a cohort study.

Critical care (London, England)

Avec: Mallory Sheth , Corey M Benedum , Leo Anthony Celi , Roger G Mark , Natasha Markuzon

Counterintuitive results from observational data: a case study and discussion.

BMJ open

Avec: Erik Doty , David J Stone , Ned McCague , Leo Anthony Celi

An Evaluation of the Influence of Body Mass Index on Severity Scoring.

Critical care medicine

Avec: Rodrigo Octavio Deliberato , Ary Serpa Neto , Matthieu Komorowski , David J Stone , Stephanie Q Ko , Lucas Bulgarelli , Carolina Rodrigues Ponzoni , Renato Carneiro de Freitas Chaves , Leo Anthony Celi , Alistair E W Johnson

Improved Survival of Cancer Patients Admitted to the Intensive Care Unit between 2002 and 2011 at a U.S. Teaching Hospital.

Cancer research and treatment

Avec: Christopher Martin Sauer , Jinghui Dong , Leo Anthony Celi , Daniele Ramazzotti

Prediction of blood lactate values in critically ill patients: a retrospective multi-center cohort study.

Journal of clinical monitoring and computing

Avec: Behrooz Mamandipoor , Wesley Yeung , Louis Agha-Mir-Salim , David J Stone , Venet Osmani , Leo Anthony Celi

The Global Open Source Severity of Illness Score (GOSSIS).

Critical care medicine

Avec: Jesse D Raffa , Alistair E W Johnson , Zach O'Brien , Tom J Pollard , Roger G Mark , Leo A Celi , David Pilcher , Omar Badawi

Réseau de co-auteurs

Leo Anthony Celi 36 collaborations

Barret Rush 5 collaborations

Tom J Pollard 5 collaborations

David J Stone 4 collaborations

Keith R Walley 4 collaborations

Roger G Mark 4 collaborations

Heather Mattie 3 collaborations

Judy Wawira Gichoya 3 collaborations

Wesley Yeung 3 collaborations

Louis Agha-Mir-Salim 3 collaborations

Jack Gallifant 3 collaborations

Marie-Laure Charpignon 3 collaborations

An-Kwok Ian Wong 3 collaborations

Alistair E W Johnson 3 collaborations

Josep Gómez 2 collaborations

Mayur Brahmania 2 collaborations

Katie Wiskar 2 collaborations

Christopher Martin Sauer 2 collaborations

Daniele Ramazzotti 2 collaborations

Molly J Douglas 2 collaborations

Daniel K Ebner 2 collaborations

Stan Finkelstein 2 collaborations

Paul Elbers 2 collaborations

Lasith Adhikari 2 collaborations

Molly Griffin 2 collaborations

Antonio Yaghy 2 collaborations

Nicole Rose I Alberto 2 collaborations

Isabelle Rose I Alberto 2 collaborations

Jennifer Ziegler 2 collaborations

Judy Gichoya 2 collaborations

Lama Nazer 2 collaborations

Renato Carneiro de Freitas Chaves 2 collaborations

Ary Serpa Neto 2 collaborations

Rodrigo Octavio Deliberato 2 collaborations

Luis Filipe Nakayama 2 collaborations

Mary E Lough 2 collaborations

Lucas Bulgarelli 2 collaborations

Steven Horng 2 collaborations

Janice M Newsome 2 collaborations

Rahuldeb Sarkar 1 collaboration

Christopher Martin 1 collaboration

Aaron Stupple 1 collaboration

David Singerman 1 collaboration

None None 1 collaboration

Antonio Núñez Reiz 1 collaboration

Fernando Martínez Sagasti 1 collaboration

Manuel Álvarez González 1 collaboration

Antonio Blesa Malpica 1 collaboration

Juan Carlos Martín Benítez 1 collaboration

Mercedes Nieto Cabrera 1 collaboration

Ángela Del Pino Ramírez 1 collaboration

José Miguel Gil Perdomo 1 collaboration

Jesús Prada Alonso 1 collaboration

Miguel Ángel Armengol de la Hoz 1 collaboration

Rodrigo Deliberato 1 collaboration

Kenneth Paik 1 collaboration

Tom Pollard 1 collaboration

Jesse Raffa 1 collaboration

Felipe Torres 1 collaboration

Julio Mayol 1 collaboration

Joan Chafer 1 collaboration

Arturo González Ferrer 1 collaboration

Ángel Rey 1 collaboration

Henar González Luengo 1 collaboration

Giuseppe Fico 1 collaboration

Ivana Lombroni 1 collaboration

Liss Hernandez 1 collaboration

Laura López 1 collaboration

Beatriz Merino 1 collaboration

María Fernanda Cabrera 1 collaboration

María Teresa Arredondo 1 collaboration

María Bodí 1 collaboration

Alejandro Rodríguez 1 collaboration

Miguel Sánchez García 1 collaboration

Clark Fruhstofer 1 collaboration

Clark Fruhstorfer 1 collaboration

Antonin Dauvin 1 collaboration

Carolina Donado 1 collaboration

Patrik Bachtiger 1 collaboration

Ke-Chun Huang 1 collaboration

Matteo Bonvini 1 collaboration

Usman Iqbal 1 collaboration

Yu-Chuan Jack Li 1 collaboration

Ashley Kras 1 collaboration

John B Miller 1 collaboration

Yuan Lai 1 collaboration

John Danziger 1 collaboration

Anand Kumar 1 collaboration

Euma Ishii 1 collaboration

Satoshi Kimura 1 collaboration

Ryo Uchimido 1 collaboration

Corey R Fehnel 1 collaboration

Miguel Armengol de la Hoz 1 collaboration

Margaret L Campbell 1 collaboration

Khalid Hanafy 1 collaboration

Ala Nozari 1 collaboration

Douglas B White 1 collaboration

Susan L Mitchell 1 collaboration

Trishan Panch 1 collaboration

Emily Lindemer 1 collaboration

Pearse A Keane 1 collaboration

Lawrence Baker 1 collaboration

Jason H Maley 1 collaboration

Aldo Arévalo 1 collaboration

Francis DeMichele 1 collaboration

Roselyn Mateo-Collado 1 collaboration

Haoran Xu 1 collaboration

Zachary O'Brien 1 collaboration

Dora C Huang 1 collaboration

Peiyao Li 1 collaboration

Xiaoli Liu 1 collaboration

Tongbo Liu 1 collaboration

Patrick Thoral 1 collaboration

Zhengbo Zhang 1 collaboration

María Bodí Saera 1 collaboration

Christopher M Sauer 1 collaboration

Tariq A Dam 1 collaboration

Martin Faltys 1 collaboration

Miguel A A de la Hoz 1 collaboration

Kirsten A Ziesemer 1 collaboration

Armand Girbes 1 collaboration

Patrick J Thoral 1 collaboration

Robin L Pierce 1 collaboration

Rene S Bermea 1 collaboration

Ljubica Ristovska 1 collaboration

Maria Yaghy 1 collaboration

Sandra Hoyek 1 collaboration

Nimesh A Patel 1 collaboration

Eric Raphael Gottlieb 1 collaboration

Katharine Morley 1 collaboration

Leerang Lim 1 collaboration

Hyeonhoon Lee 1 collaboration

Chul-Woo Jung 1 collaboration

Dayeon Sim 1 collaboration

Xavier Borrat 1 collaboration

Simon T Vistisen 1 collaboration

Hyung-Chul Lee 1 collaboration

João Matos 1 collaboration

Anand Chowdhury 1 collaboration

Nicoleta Economou-Zavlanos 1 collaboration

Heather King 1 collaboration

Carmen Silvia Valente Barbas 1 collaboration

Veronica Neves Fialho Queiroz 1 collaboration

Adriano José Pereira 1 collaboration

Karina Tavares Timenetsky 1 collaboration

João Manoel Silva Júnior 1 collaboration

Flávio Takaoka 1 collaboration

Daniel de Backer 1 collaboration

Thiago Domingos Corrêa 1 collaboration

Jan Niklas Adams 1 collaboration

Matthew McDermott 1 collaboration

René Eber 1 collaboration

Deirdre Goode 1 collaboration

Swami Sankaranarayanan 1 collaboration

Ziyue Chen 1 collaboration

Wil M P van der Aalst 1 collaboration

David Restrepo 1 collaboration

Chenwei Wu 1 collaboration

Constanza Vásquez-Venegas 1 collaboration

Diego M López 1 collaboration

Eric R Gottlieb 1 collaboration

Mathew Samuel 1 collaboration

Joseph V Bonventre 1 collaboration

Han Kim 1 collaboration

Leandro Carvalho 1 collaboration

Enrique Monares-Zepeda 1 collaboration

R W M A Madushani 1 collaboration

Ryan D Kindle 1 collaboration

Michael Kutner 1 collaboration

Eduardo Mireles-Cabodevila 1 collaboration

Lu Shen 1 collaboration

Alvin Gayles 1 collaboration

Ayad Shammout 1 collaboration

Sicheng Hao 1 collaboration

Benjamin Moody 1 collaboration

Brian Gow 1 collaboration

Li-Wei H Lehman 1 collaboration

Matthew G Crowson 1 collaboration

Dana Moukheiber 1 collaboration

Aldo Robles Arévalo 1 collaboration

Barbara D Lam 1 collaboration

Sreekar Mantena 1 collaboration

Aakanksha Rana 1 collaboration

Deborah Goss 1 collaboration

David W Bates 1 collaboration

Julian Euma Ishii-Rousseau 1 collaboration

Shion Seino 1 collaboration

Maryam Vareth 1 collaboration

Ming Jack Po 1 collaboration

Amara Tariq 1 collaboration

Siyi Tang 1 collaboration

Hifza Sakhi 1 collaboration

Daniel L Rubin 1 collaboration

Hari Trivedi 1 collaboration

Imon Banerjee 1 collaboration

Joseph Byers 1 collaboration

Stephanie Cabral 1 collaboration

Chrystinne Fernandes 1 collaboration

Donald Mlombwa 1 collaboration

Lama Moukheiber 1 collaboration

Bradley Ashley Ong 1 collaboration

Anupol Panitchote 1 collaboration

Wasswa William 1 collaboration

Maria Del Pilar Arias López 1 collaboration

Bradley A Ong 1 collaboration

Xavier Borrat Frigola 1 collaboration

Ariel L Fernández 1 collaboration

Rachel S Hicklent 1 collaboration

Arianne J T Obeles 1 collaboration

Aubrey M Rocimo 1 collaboration

Beatrice Tiangco 1 collaboration

Shanaia Esthelle Joy Daguit 1 collaboration

Nicole Cathlene Astrologo 1 collaboration

Leo Flores 1 collaboration

Ric Nonato Parma 1 collaboration

Gregory Holste 1 collaboration

Yiliang Zhou 1 collaboration

Song Wang 1 collaboration

Ajay Jaiswal 1 collaboration

Mingquan Lin 1 collaboration

Sherry Zhuge 1 collaboration

Yuzhe Yang 1 collaboration

Dongkyun Kim 1 collaboration

Trong-Hieu Nguyen-Mau 1 collaboration

Minh-Triet Tran 1 collaboration

Jaehyup Jeong 1 collaboration

Wongi Park 1 collaboration

Jongbin Ryu 1 collaboration

Feng Hong 1 collaboration

Arsh Verma 1 collaboration

Yosuke Yamagishi 1 collaboration

Changhyun Kim 1 collaboration

Hyeryeong Seo 1 collaboration

Myungjoo Kang 1 collaboration

Zhiyong Lu 1 collaboration

Ronald M Summers 1 collaboration

George Shih 1 collaboration

Zhangyang Wang 1 collaboration

Yifan Peng 1 collaboration

Fred M Abdelmalek 1 collaboration

Federico Angriman 1 collaboration

Julie Moore 1 collaboration

Kuan Liu 1 collaboration

Lisa Burry 1 collaboration

Laleh Seyyed-Kalantari 1 collaboration

Sangeeta Mehta 1 collaboration

George Tomlinson 1 collaboration

Michael Fralick 1 collaboration

Christopher J Yarnell 1 collaboration

Babajide O Owosela 1 collaboration

Rebecca S Steinberg 1 collaboration

Sharon L Leslie 1 collaboration

Saptarshi Purkayastha 1 collaboration

Rakesh Shiradkar 1 collaboration

Judy W Gichoya 1 collaboration

Yuksel Altinel 1 collaboration

Sarah Blacker 1 collaboration

William Warr Binotti 1 collaboration

Tiffany Chua 1 collaboration

Amelia Fiske 1 collaboration

Gulce Karaca 1 collaboration

Nkiruka Mokolo 1 collaboration

David Kojo N Naawu 1 collaboration

Jonathan Patscheider 1 collaboration

Anton Petushkov 1 collaboration

Justin Michael Quion 1 collaboration

Charles Senteio 1 collaboration

Simon Taisbak 1 collaboration

İsmail Tırnova 1 collaboration

Harumi Tokashiki 1 collaboration

Adrian Velasquez 1 collaboration

Keagan Yap 1 collaboration

Jay Chandra 1 collaboration

Raymond Lin 1 collaboration

Devin Kancherla 1 collaboration

Sophia Scott 1 collaboration

Daniel Sul 1 collaboration

Daniela Andrade 1 collaboration

Sammer Marzouk 1 collaboration

Jay M Iyer 1 collaboration

William Wasswa 1 collaboration

Cleva Villanueva 1 collaboration

Simon Arunga 1 collaboration

Katharine Elise Morley 1 collaboration

Teddy Kwaga 1 collaboration

Michael Gerard Morley 1 collaboration

Rogers Mwavu 1 collaboration

Fred Kaggwa 1 collaboration

Julius Ssempiira 1 collaboration

Jessica E Haberer 1 collaboration

Celestino Obua 1 collaboration

Marta Fernandes 1 collaboration

Rúben Mendes 1 collaboration

Susana M Vieira 1 collaboration

Francisca Leite 1 collaboration

Carlos Palos 1 collaboration

Alistair Johnson 1 collaboration

Luca Citi 1 collaboration

Marzyeh Ghassemi 1 collaboration

Mallory Sheth 1 collaboration

Corey M Benedum 1 collaboration

Natasha Markuzon 1 collaboration

Erik Doty 1 collaboration

Ned McCague 1 collaboration

Matthieu Komorowski 1 collaboration

Stephanie Q Ko 1 collaboration

Carolina Rodrigues Ponzoni 1 collaboration

Jinghui Dong 1 collaboration

Behrooz Mamandipoor 1 collaboration

Venet Osmani 1 collaboration

Jesse D Raffa 1 collaboration

Zach O'Brien 1 collaboration

David Pilcher 1 collaboration

Omar Badawi 1 collaboration