Anna Ostropolets

Affiliations
  • Department of Biomedical Informatics, Columbia University, New York, NY, United States.
ORCID: https://orcid.org/0000-0002-0847-6682

Publications (51)

Implementation of the COVID-19 Vulnerability Index Across an International Network of Health Care Data Sets: Collaborative External Validation Study.

JMIR medical informatics
Avec: Jenna M Reps , Chungsoo Kim , Ross D Williams , Aniek F Markus , Cynthia Yang , Talita Duarte-Salles , Thomas Falconer , Jitendra Jonnagaddala , Andrew Williams , Sergio Fernández-Bertolín , Scott L DuVall , Kristin Kostka , Gowtham Rao , Azza Shoaibi , Matthew E Spotnitz , Lin Zhang , Paula Casajust , Ewout W Steyerberg , Fredrik Nyberg , Benjamin Skov Kaas-Hansen , Young Hwa Choi , Daniel Morales , Siaw-Teng Liaw , Maria Tereza Fernandes Abrahão , Carlos Areia , Michael E Matheny , Kristine E Lynch , María Aragón , Rae Woong Park , George Hripcsak , Christian G Reich , Marc A Suchard , Seng Chan You , Patrick B Ryan , Daniel Prieto-Alhambra , Peter R Rijnbeek

Towards clinical data-driven eligibility criteria optimization for interventional COVID-19 clinical trials.

Journal of the American Medical Informatics Association : JAMIA
Avec: Jae Hyun Kim , Casey N Ta , Cong Liu , Cynthia Sung , Alex M Butler , Latoya A Stewart , Lyudmila Ena , James R Rogers , Junghwan Lee , Patrick B Ryan , Hao Liu , Shing M Lee , Mitchell S V Elkind , Chunhua Weng

COVID-19 vaccination effectiveness rates by week and sources of bias.

medRxiv : the preprint server for health sciences
Avec: George Hripcsak

Phenotype Algorithms for the Identification and Characterization of Vaccine-Induced Thrombotic Thrombocytopenia in Real World Data: A Multinational Network Cohort Study.

Drug safety
Avec: Azza Shoaibi , Gowtham A Rao , Erica A Voss , Miguel Angel Mayer , Juan Manuel Ramírez-Anguita , Filip Maljković , Biljana Carević , Scott Horban , Daniel R Morales , Talita Duarte-Salles , Clement Fraboulet , Tanguy Le Carrour , Spiros Denaxas , Vaclav Papez , Luis H John , Peter R Rijneek , Evan Minty , Thamir M Alshammari , Rupa Makadia , Clair Blacketer , Frank DeFalco , Anthony G Sena , Marc A Suchard , Daniel Prieto-Alhambra , Patrick B Ryan

Data assimilation on mechanistic models of glucose metabolism predicts glycemic states in adolescents following bariatric surgery.

Frontiers in physiology
Avec: Lauren R Richter , Benjamin I Albert , Linying Zhang , Jeffrey L Zitsman , Ilene Fennoy , David J Albers , George Hripcsak

A deep learning-based electrocardiogram risk score for long term cardiovascular death and disease.

NPJ digital medicine
Avec: J Weston Hughes , James Tooley , Jessica Torres Soto , Tim Poterucha , Matthew Kai Christensen , Neal Yuan , Ben Ehlert , Dhamanpreet Kaur , Guson Kang , Albert Rogers , Sanjiv Narayan , Pierre Elias , David Ouyang , Euan Ashley , James Zou , Marco V Perez

OHDSI Standardized Vocabularies-a large-scale centralized reference ontology for international data harmonization.

Journal of the American Medical Informatics Association : JAMIA
Avec: Christian Reich , Patrick Ryan , Peter Rijnbeek , Martijn Schuemie , Alexander Davydov , Dmitry Dymshyts , George Hripcsak

Adapting electronic health records-derived phenotypes to claims data: Lessons learned in using limited clinical data for phenotyping.

Journal of biomedical informatics
Avec: Christian Reich , Patrick Ryan , Ning Shang , George Hripcsak , Chunhua Weng

Bias, Precision and Timeliness of Historical (Background) Rate Comparison Methods for Vaccine Safety Monitoring: An Empirical Multi-Database Analysis.

Frontiers in pharmacology
Avec: Xintong Li , Lana Yh Lai , Faaizah Arshad , Eng Hooi Tan , Paula Casajust , Thamir M Alshammari , Talita Duarte-Salles , Evan P Minty , Carlos Areia , Nicole Pratt , Patrick B Ryan , George Hripcsak , Marc A Suchard , Martijn J Schuemie , Daniel Prieto-Alhambra

Phenotype Concept Set Construction from Concept Pair Likelihoods.

AMIA ... Annual Symposium proceedings. AMIA Symposium
Avec: Victor A Rodriguez , Sun Tony , Phyllis Thangaraj , Chao Pang , Krishna S Kalluri , Xinzhuo Jiang , Chen RuiJun , Natarajan Karthik , Patrick Ryan

Characteristics, outcomes, and mortality amongst 133,589 patients with prevalent autoimmune diseases diagnosed with, and 48,418 hospitalised for COVID-19: a multinational distributed network cohort analysis.

medRxiv : the preprint server for health sciences
Avec: Eng Hooi Tan , Anthony G Sena , Albert Prats-Uribe , Seng Chan You , Waheed-Ul-Rahman Ahmed , Kristin Kostka , Christian Reich , Scott L Duvall , Kristine E Lynch , Michael E Matheny , Talita Duarte-Salles , Sergio Fernandez Bertolin , George Hripcsak , Karthik Natarajan , Thomas Falconer , Matthew Spotnitz , Clair Blacketer , Thamir M Alshammari , Heba Alghoul , Osaid Alser , Jennifer C E Lane , Dalia M Dawoud , Karishma Shah , Yue Yang , Lin Zhang , Carlos Areia , Asieh Golozar , Martina Relcade , Paula Casajust , Jitendra Jonnagaddala , Vignesh Subbian , David Vizcaya , Lana Yh Lai , Fredrik Nyberg , Daniel R Morales , Jose D Posada , Nigam H Shah , Mengchun Gong , Arani Vivekanantham , Aaron Abend , Evan P Minty , Marc Suchard , Peter Rijnbeek , Patrick B Ryan , Daniel Prieto-Alhambra

Metformin Is Associated With a Lower Risk of Atrial Fibrillation and Ventricular Arrhythmias Compared With Sulfonylureas: An Observational Study.

Circulation. Arrhythmia and electrophysiology
Avec: Pierre A Elias , Michael V Reyes , Elain Y Wan , Utpal B Pajvani , George Hripcsak , John P Morrow

COVID-19 in patients with autoimmune diseases: characteristics and outcomes in a multinational network of cohorts across three countries.

Rheumatology (Oxford, England)
Avec: Eng Hooi Tan , Anthony G Sena , Albert Prats-Uribe , Seng Chan You , Waheed-Ul-Rahman Ahmed , Kristin Kostka , Christian Reich , Scott L Duvall , Kristine E Lynch , Michael E Matheny , Talita Duarte-Salles , Sergio Fernandez Bertolin , George Hripcsak , Karthik Natarajan , Thomas Falconer , Matthew Spotnitz , Clair Blacketer , Thamir M Alshammari , Heba Alghoul , Osaid Alser , Jennifer C E Lane , Dalia M Dawoud , Karishma Shah , Yue Yang , Lin Zhang , Carlos Areia , Asieh Golozar , Martina Recalde , Paula Casajust , Jitendra Jonnagaddala , Vignesh Subbian , David Vizcaya , Lana Y H Lai , Fredrik Nyberg , Daniel R Morales , Jose D Posada , Nigam H Shah , Mengchun Gong , Arani Vivekanantham , Aaron Abend , Evan P Minty , Marc Suchard , Peter Rijnbeek , Patrick B Ryan , Daniel Prieto-Alhambra

Deep phenotyping of 34,128 adult patients hospitalised with COVID-19 in an international network study.

Nature communications
Avec: Edward Burn , Seng Chan You , Anthony G Sena , Kristin Kostka , Hamed Abedtash , Maria Tereza F Abrahão , Amanda Alberga , Heba Alghoul , Osaid Alser , Thamir M Alshammari , Maria Aragon , Carlos Areia , Juan M Banda , Jaehyeong Cho , Aedin C Culhane , Alexander Davydov , Frank J DeFalco , Talita Duarte-Salles , Scott DuVall , Thomas Falconer , Sergio Fernandez-Bertolin , Weihua Gao , Asieh Golozar , Jill Hardin , George Hripcsak , Vojtech Huser , Hokyun Jeon , Yonghua Jing , Chi Young Jung , Benjamin Skov Kaas-Hansen , Denys Kaduk , Seamus Kent , Yeesuk Kim , Spyros Kolovos , Jennifer C E Lane , Hyejin Lee , Kristine E Lynch , Rupa Makadia , Michael E Matheny , Paras P Mehta , Daniel R Morales , Karthik Natarajan , Fredrik Nyberg , Rae Woong Park , Jimyung Park , Jose D Posada , Albert Prats-Uribe , Gowtham Rao , Christian Reich , Yeunsook Rho , Peter Rijnbeek , Lisa M Schilling , Martijn Schuemie , Nigam H Shah , Azza Shoaibi , Seokyoung Song , Matthew Spotnitz , Marc A Suchard , Joel N Swerdel , David Vizcaya , Salvatore Volpe , Haini Wen , Andrew E Williams , Belay B Yimer , Lin Zhang , Oleg Zhuk , Daniel Prieto-Alhambra , Patrick Ryan

Characterizing Anchoring Bias in Vaccine Comparator Selection Due to Health Care Utilization With COVID-19 and Influenza: Observational Cohort Study.

JMIR public health and surveillance
Avec: Patrick B Ryan , Martijn J Schuemie , George Hripcsak

Characteristics and outcomes of patients with COVID-19 with and without prevalent hypertension: a multinational cohort study.

BMJ open
Avec: Carlen Reyes , Andrea Pistillo , Sergio Fernández-Bertolín , Martina Recalde , Elena Roel , Diana Puente , Anthony G Sena , Clair Blacketer , Lana Lai , Thamir M Alshammari , Waheed-Ui-Rahman Ahmed , Osaid Alser , Heba Alghoul , Carlos Areia , Dalia Dawoud , Albert Prats-Uribe , Neus Valveny , Gabriel de Maeztu , Luisa Sorlí Redó , Jordi Martinez Roldan , Inmaculada Lopez Montesinos , Lisa M Schilling , Asieh Golozar , Christian Reich , Jose D Posada , Nigam Shah , Seng Chan You , Kristine E Lynch , Scott L DuVall , Michael E Matheny , Fredrik Nyberg , George Hripcsak , Peter R Rijnbeek , Marc A Suchard , Patrick Ryan , Kristin Kostka , Talita Duarte-Salles

Phenotyping in distributed data networks: selecting the right codes for the right patients.

AMIA ... Annual Symposium proceedings. AMIA Symposium
Avec: Patrick Ryan , George Hripcsak

Deep phenotyping of 34,128 patients hospitalised with COVID-19 and a comparison with 81,596 influenza patients in America, Europe and Asia: an international network study.

medRxiv : the preprint server for health sciences
Avec: Edward Burn , Seng Chan You , Anthony Sena , Kristin Kostka , Hamed Abedtash , Maria Tereza F Abrahao , Amanda Alberga , Heba Alghoul , Osaid Alser , Thamir M Alshammari , Maria Aragon , Carlos Areia , Juan M Banda , Jaehyeong Cho , Aedin C Culhane , Alexander Davydov , Frank J DeFalco , Talita Duarte-Salles , Scott L DuVall , Thomas Falconer , Sergio Fernandez-Bertolin , Weihua Gao , Asieh Golozar , Jill Hardin , George Hripcsak , Vojtech Huser , Hokyun Jeon , Yonghua Jing , Chi Young Jung , Benjamin Skov Kaas-Hansen , Denys Kaduk , Seamus Kent , Yeesuk Kim , Spyros Kolovos , Jennifer Lane , Hyejin Lee , Kristine E Lynch , Rupa Makadia , Michael E Matheny , Paras Mehta , Daniel R Morales , Karthik Natarajan , Fredrik Nyberg , Rae Woong Park , Jimyung Park , Jose D Posada , Albert Prats-Uribe , Gowtham A Rao , Christian Reich , Yeunsook Rho , Peter Rijnbeek , Lisa M Schilling , Martijn Schuemie , Nigam H Shah , Azza Shoaibi , Seokyoung Song , Matthew Spotnitz , Marc A Suchard , Joel Swerdel , David Vizcaya , Salvatore Volpe , Haini Wen , Andrew E Williams , Belay B Yimer , Lin Zhang , Oleg Zhuk , Daniel Prieto-Alhambra , Patrick Ryan

Risk of depression, suicide and psychosis with hydroxychloroquine treatment for rheumatoid arthritis: a multinational network cohort study.

Rheumatology (Oxford, England)
Avec: Jennifer C E Lane , James Weaver , Kristin Kostka , Talita Duarte-Salles , Maria Tereza F Abrahao , Heba Alghoul , Osaid Alser , Thamir M Alshammari , Carlos Areia , Patricia Biedermann , Juan M Banda , Edward Burn , Paula Casajust , Kristina Fister , Jill Hardin , Laura Hester , George Hripcsak , Benjamin Skov Kaas-Hansen , Sajan Khosla , Spyros Kolovos , Kristine E Lynch , Rupa Makadia , Paras P Mehta , Daniel R Morales , Henry Morgan-Stewart , Mees Mosseveld , Danielle Newby , Fredrik Nyberg , Rae Woong Park , Albert Prats-Uribe , Gowtham A Rao , Christian Reich , Peter Rijnbeek , Anthony G Sena , Azza Shoaibi , Matthew Spotnitz , Vignesh Subbian , Marc A Suchard , David Vizcaya , Haini Wen , Marcel de Wilde , Junqing Xie , Seng Chan You , Lin Zhang , Simon Lovestone , Patrick Ryan , Daniel Prieto-Alhambra , Auteur inconnu

Incorporation of Korean Electronic Data Interchange Vocabulary into Observational Medical Outcomes Partnership Vocabulary.

Healthcare informatics research
Avec: Yeonchan Seong , Seng Chan You , Yeunsook Rho , Jimyung Park , Jaehyeong Cho , Dmitry Dymshyts , Christian G Reich , Yunjung Heo , Rae Woong Park

Potential Role of Clinical Trial Eligibility Criteria in Electronic Phenotyping.

Studies in health technology and informatics
Avec: Zhehuan Chen , Hao Liu , Alex Butler , Chunhua Weng

Characteristics and Outcomes of Over 300,000 Patients with COVID-19 and History of Cancer in the United States and Spain.

Cancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology
Avec: Elena Roel , Andrea Pistillo , Martina Recalde , Anthony G Sena , Sergio Fernández-Bertolín , Maria Aragón , Diana Puente , Waheed-Ul-Rahman Ahmed , Heba Alghoul , Osaid Alser , Thamir M Alshammari , Carlos Areia , Clair Blacketer , William Carter , Paula Casajust , Aedin C Culhane , Dalia Dawoud , Frank DeFalco , Scott L DuVall , Thomas Falconer , Asieh Golozar , Mengchun Gong , Laura Hester , George Hripcsak , Eng Hooi Tan , Hokyun Jeon , Jitendra Jonnagaddala , Lana Y H Lai , Kristine E Lynch , Michael E Matheny , Daniel R Morales , Karthik Natarajan , Fredrik Nyberg , José D Posada , Albert Prats-Uribe , Christian G Reich , Donna R Rivera , Lisa M Schilling , Isabelle Soerjomataram , Karishma Shah , Nigam H Shah , Yang Shen , Matthew Spotniz , Vignesh Subbian , Marc A Suchard , Annalisa Trama , Lin Zhang , Ying Zhang , Patrick B Ryan , Daniel Prieto-Alhambra , Kristin Kostka , Talita Duarte-Salles

Unraveling COVID-19: A Large-Scale Characterization of 4.5 Million COVID-19 Cases Using CHARYBDIS.

Clinical epidemiology
Avec: Kristin Kostka , Talita Duarte-Salles , Albert Prats-Uribe , Anthony G Sena , Andrea Pistillo , Sara Khalid , Lana Y H Lai , Asieh Golozar , Thamir M Alshammari , Dalia M Dawoud , Fredrik Nyberg , Adam B Wilcox , Alan Andryc , Andrew Williams , Carlos Areia , Chi Young Jung , Christopher A Harle , Christian G Reich , Clair Blacketer , Daniel R Morales , David A Dorr , Edward Burn , Elena Roel , Eng Hooi Tan , Evan Minty , Frank DeFalco , Gabriel de Maeztu , Gigi Lipori , Hiba Alghoul , Hong Zhu , Jason A Thomas , Jiang Bian , Jimyung Park , Jordi Martínez Roldán , Jose D Posada , Juan M Banda , Juan P Horcajada , Julianna Kohler , Karishma Shah , Karthik Natarajan , Kristine E Lynch , Li Liu , Lisa M Schilling , Martina Recalde , Matthew Spotnitz , Mengchun Gong , Michael E Matheny , Neus Valveny , Nicole G Weiskopf , Nigam Shah , Osaid Alser , Paula Casajust , Rae Woong Park , Robert Schuff , Sarah Seager , Scott L DuVall , Seng Chan You , Seokyoung Song , Sergio Fernández-Bertolín , Stephen Fortin , Tanja Magoc , Thomas Falconer , Vignesh Subbian , Vojtech Huser , Waheed-Ul-Rahman Ahmed , William Carter , Yin Guan , Yankuic Galvan , Xing He , Peter R Rijnbeek , George Hripcsak , Patrick B Ryan , Marc A Suchard , Daniel Prieto-Alhambra

A High-Fidelity Combined ATC-Rxnorm Drug Hierarchy for Large-Scale Observational Research.

Studies in health technology and informatics
Avec: Polina Talapova , Marcel De Wilde , Hamed Abedtash , Peter Rijnbeek , Christian G Reich

Scalable and interpretable alternative to chart review for phenotype evaluation using standardized structured data from electronic health records.

Journal of the American Medical Informatics Association : JAMIA
Avec: George Hripcsak , Syed A Husain , Lauren R Richter , Matthew Spotnitz , Ahmed Elhussein , Patrick B Ryan

Reproducible variability: assessing investigator discordance across 9 research teams attempting to reproduce the same observational study.

Journal of the American Medical Informatics Association : JAMIA
Avec: Yasser Albogami , Mitchell Conover , Juan M Banda , William A Baumgartner , Clair Blacketer , Priyamvada Desai , Scott L DuVall , Stephen Fortin , James P Gilbert , Asieh Golozar , Joshua Ide , Andrew S Kanter , David M Kern , Chungsoo Kim , Lana Y H Lai , Chenyu Li , Feifan Liu , Kristine E Lynch , Evan Minty , Maria Inês Neves , Ding Quan Ng , Tontel Obene , Victor Pera , Nicole Pratt , Gowtham Rao , Nadav Rappoport , Ines Reinecke , Paola Saroufim , Azza Shoaibi , Katherine Simon , Marc A Suchard , Joel N Swerdel , Erica A Voss , James Weaver , Linying Zhang , George Hripcsak , Patrick B Ryan

Ontologizing health systems data at scale: making translational discovery a reality.

NPJ digital medicine
Avec: Tiffany J Callahan , Adrianne L Stefanski , Jordan M Wyrwa , Chenjie Zeng , Juan M Banda , William A Baumgartner , Richard D Boyce , Elena Casiraghi , Ben D Coleman , Janine H Collins , Sara J Deakyne Davies , James A Feinstein , Asiyah Y Lin , Blake Martin , Nicolas A Matentzoglu , Daniella Meeker , Justin Reese , Jessica Sinclair , Sanya B Taneja , Katy E Trinkley , Nicole A Vasilevsky , Andrew E Williams , Xingmin A Zhang , Joshua C Denny , Patrick B Ryan , George Hripcsak , Tellen D Bennett , Melissa A Haendel , Peter N Robinson , Lawrence E Hunter , Michael G Kahn

Similar risk of kidney failure among patients with blinding diseases who receive ranibizumab, aflibercept, and bevacizumab: an OHDSI Network Study.

Ophthalmology. Retina
Avec: Cindy X Cai , Akihiko Nishimura , Mary G Bowring , Erik Westlund , Diep Tran , Jia H Ng , Paul Nagy , Michael Cook , Jody-Ann McLeggon , Scott L DuVall , Michael E Matheny , Asieh Golozar , Evan Minty , Priya Desai , Fan Bu , Brian Toy , Michelle Hribar , Thomas Falconer , Linying Zhang , Laurence Lawrence-Archer , Michael V Boland , Kerry Goetz , Nathan Hall , Azza Shoaibi , Jenna Reps , Anthony G Sena , Clair Blacketer , Joel Swerdel , Kenar D Jhaveri , Edward Lee , Zachary Gilbert , Scott L Zeger , Deidra C Crews , Marc A Suchard , George Hripcsak , Patrick B Ryan

Characterizing the incidence of adverse events of special interest for COVID-19 vaccines across eight countries: a multinational network cohort study.

medRxiv : the preprint server for health sciences
Avec: Xintong Li , Rupa Makadia , Azza Shaoibi , Gowtham Rao , Anthony G Sena , Eugenia Martinez-Hernandez , Antonella Delmestri , Katia Verhamme , Peter R Rijnbeek , Talita Duarte-Salles , Marc Suchard , Patrick Ryan , George Hripcsak , Daniel Prieto-Alhambra

A scoping review of clinical decision support tools that generate new knowledge to support decision making in real time.

Journal of the American Medical Informatics Association : JAMIA
Avec: Linying Zhang , George Hripcsak

Baseline phenotype and 30-day outcomes of people tested for COVID-19: an international network cohort including >3.32 million people tested with real-time PCR and >219,000 tested positive for SARS-CoV-2 in South Korea, Spain and the United States.

medRxiv : the preprint server for health sciences
Avec: Asieh Golozar , Lana Yh Lai , Anthony G Sena , David Vizcaya , Lisa M Schilling , Vojtech Huser , Fredrik Nyberg , Scott L Duvall , Daniel R Morales , Thamir M Alshammari , Hamed Abedtash , Waheed-Ul-Rahman Ahmed , Osaid Alser , Heba Alghoul , Ying Zhang , Mengchun Gong , Yin Guan , Carlos Areia , Jitendra Jonnagaddala , Karishma Shah , Jennifer C E Lane , Albert Prats-Uribe , Jose D Posada , Nigam H Shah , Vignesh Subbian , Lin Zhang , Maria Tereza Fernandes Abrahão , Peter R Rijnbeek , Seng Chan You , Paula Casajust , Elena Roel , Martina Recalde , Sergio Fernández-Bertolín , Alan Andryc , Jason A Thomas , Adam B Wilcox , Stephen Fortin , Clair Blacketer , Frank DeFalco , Karthik Natarajan , Thomas Falconer , Matthew Spotnitz , George Hripcsak , Marc Suchard , Kristine E Lynch , Michael E Matheny , Andrew Williams , Christian Reich , Talita Duarte-Salles , Kristin Kostka , Patrick B Ryan , Daniel Prieto-Alhambra

Characterizing database granularity using SNOMED-CT hierarchy.

AMIA ... Annual Symposium proceedings. AMIA Symposium
Avec: Christian Reich , Patrick Ryan , Chunhua Weng , Anthony Molinaro , Frank DeFalco , Jitendra Jonnagaddala , Siaw-Teng Liaw , Hokyun Jeon , Rae Woong Park , Matthew E Spotnitz , Karthik Natarajan , George Argyriou , Kristin Kostka , Robert Miller , Andrew Williams , Evan Minty , Jose Posada , George Hripcsak

Risk of hydroxychloroquine alone and in combination with azithromycin in the treatment of rheumatoid arthritis: a multinational, retrospective study.

The Lancet. Rheumatology
Avec: Jennifer C E Lane , James Weaver , Kristin Kostka , Talita Duarte-Salles , Maria Tereza F Abrahao , Heba Alghoul , Osaid Alser , Thamir M Alshammari , Patricia Biedermann , Juan M Banda , Edward Burn , Paula Casajust , Mitchell M Conover , Aedin C Culhane , Alexander Davydov , Scott L DuVall , Dmitry Dymshyts , Sergio Fernandez-Bertolin , Kristina Fišter , Jill Hardin , Laura Hester , George Hripcsak , Benjamin Skov Kaas-Hansen , Seamus Kent , Sajan Khosla , Spyros Kolovos , Christophe G Lambert , Johan van der Lei , Kristine E Lynch , Rupa Makadia , Andrea V Margulis , Michael E Matheny , Paras Mehta , Daniel R Morales , Henry Morgan-Stewart , Mees Mosseveld , Danielle Newby , Fredrik Nyberg , Rae Woong Park , Albert Prats-Uribe , Gowtham A Rao , Christian Reich , Jenna Reps , Peter Rijnbeek , Selva Muthu Kumaran Sathappan , Martijn Schuemie , Sarah Seager , Anthony G Sena , Azza Shoaibi , Matthew Spotnitz , Marc A Suchard , Carmen O Torre , David Vizcaya , Haini Wen , Marcel de Wilde , Junqing Xie , Seng Chan You , Lin Zhang , Oleg Zhuk , Patrick Ryan , Daniel Prieto-Alhambra , Auteur inconnu

Patient characteristics and antiseizure medication pathways in newly diagnosed epilepsy: Feasibility and pilot results using the common data model in a single-center electronic medical record database.

Epilepsy & behavior : E&B
Avec: Matthew Spotnitz , Victor G Castano , Karthik Natarajan , Genna J Waldman , Michael Argenziano , Ruth Ottman , George Hripcsak , Hyunmi Choi , Brett E Youngerman

Pneumococcal vaccination coverage among adults newly diagnosed with underlying medical conditions and regional variation in the U.S.

Vaccine
Avec: Linda Shoener Dunham , Kelly D Johnson , Junqing Liu

Multinational patterns of second line antihyperglycaemic drug initiation across cardiovascular risk groups: federated pharmacoepidemiological evaluation in LEGEND-T2DM.

BMJ medicine
Avec: Rohan Khera , Lovedeep Singh Dhingra , Arya Aminorroaya , Kelly Li , Jin J Zhou , Faaizah Arshad , Clair Blacketer , Mary G Bowring , Fan Bu , Michael Cook , David A Dorr , Talita Duarte-Salles , Scott L DuVall , Thomas Falconer , Tina E French , Elizabeth E Hanchrow , Scott Horban , Wallis Cy Lau , Jing Li , Yuntian Liu , Yuan Lu , Kenneth Kc Man , Michael E Matheny , Nestoras Mathioudakis , Michael F McLemore , Evan Minty , Daniel R Morales , Paul Nagy , Akihiko Nishimura , Andrea Pistillo , Jose D Posada , Nicole Pratt , Carlen Reyes , Joseph S Ross , Sarah Seager , Nigam Shah , Katherine Simon , Eric Yf Wan , Jianxiao Yang , Can Yin , Seng Chan You , Martijn J Schuemie , Patrick B Ryan , George Hripcsak , Harlan Krumholz , Marc A Suchard

Comparative Effectiveness of Second-line Antihyperglycemic Agents for Cardiovascular Outcomes: A Large-scale, Multinational, Federated Analysis of the LEGEND-T2DM Study.

medRxiv : the preprint server for health sciences
Avec: Rohan Khera , Arya Aminorroaya , Lovedeep Singh Dhingra , Phyllis M Thangaraj , Aline Pedroso Camargos , Fan Bu , Xiyu Ding , Akihiko Nishimura , Tara V Anand , Faaizah Arshad , Clair Blacketer , Yi Chai , Shounak Chattopadhyay , Michael Cook , David A Dorr , Talita Duarte-Salles , Scott L DuVall , Thomas Falconer , Tina E French , Elizabeth E Hanchrow , Guneet Kaur , Wallis Cy Lau , Jing Li , Kelly Li , Yuntian Liu , Yuan Lu , Kenneth Kc Man , Michael E Matheny , Nestoras Mathioudakis , Jody-Ann McLeggon , Michael F McLemore , Evan Minty , Daniel R Morales , Paul Nagy , Andrea Pistillo , Thanh-Phuc Phan , Nicole Pratt , Carlen Reyes , Lauren Richter , Joseph Ross , Elise Ruan , Sarah L Seager , Katherine R Simon , Benjamin Viernes , Jianxiao Yang , Can Yin , Seng Chan You , Jin J Zhou , Patrick B Ryan , Martijn J Schuemie , Harlan M Krumholz , George Hripcsak , Marc A Suchard

Causal fairness assessment of treatment allocation with electronic health records.

Journal of biomedical informatics
Avec: Linying Zhang , Lauren R Richter , Yixin Wang , Noémie Elhadad , David M Blei , George Hripcsak

What are the Desired Characteristics of Calibration Sets? Identifying Correlates on Long Form Scientific Summarization.

Proceedings of the conference. Association for Computational Linguistics. Meeting
Avec: Griffin Adams , Bichlien H Nguyen , Jake Smith , Yingce Xia , Shufang Xie , Budhaditya Deb , Yuan-Jyue Chen , Tristan Naumann , Noémie Elhadad

Characterizing physicians' information needs related to a gap in knowledge unmet by current evidence.

JAMIA open
Avec: RuiJun Chen , Linying Zhang , George Hripcsak

Data Consult Service: Can we use observational data to address immediate clinical needs?

Journal of the American Medical Informatics Association : JAMIA
Avec: Philip Zachariah , Patrick Ryan , Ruijun Chen , George Hripcsak

A Comparison between Human and NLP-based Annotation of Clinical Trial Eligibility Criteria Text Using The OMOP Common Data Model.

AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science
Avec: Xinhang Li , Hao Liu , Fabrício Kury , Chi Yuan , Alex Butler , Yingcheng Sun , Hua Xu , Chunhua Weng

Large-scale evidence generation and evaluation across a network of databases for type 2 diabetes mellitus (LEGEND-T2DM): a protocol for a series of multinational, real-world comparative cardiovascular effectiveness and safety studies.

BMJ open
Avec: Rohan Khera , Martijn J Schuemie , Yuan Lu , RuiJun Chen , George Hripcsak , Patrick B Ryan , Harlan M Krumholz , Marc A Suchard

Characterising the background incidence rates of adverse events of special interest for covid-19 vaccines in eight countries: multinational network cohort study.

BMJ (Clinical research ed.)
Avec: Xintong Li , Rupa Makadia , Azza Shoaibi , Gowtham Rao , Anthony G Sena , Eugenia Martinez-Hernandez , Antonella Delmestri , Katia Verhamme , Peter R Rijnbeek , Talita Duarte-Salles , Marc A Suchard , Patrick B Ryan , George Hripcsak , Daniel Prieto-Alhambra

Comparative Effectiveness of Second-Line Antihyperglycemic Agents for Cardiovascular Outcomes: A Multinational, Federated Analysis of LEGEND-T2DM.

Journal of the American College of Cardiology
Avec: Rohan Khera , Arya Aminorroaya , Lovedeep Singh Dhingra , Phyllis M Thangaraj , Aline Pedroso Camargos , Fan Bu , Xiyu Ding , Akihiko Nishimura , Tara V Anand , Faaizah Arshad , Clair Blacketer , Yi Chai , Shounak Chattopadhyay , Michael Cook , David A Dorr , Talita Duarte-Salles , Scott L DuVall , Thomas Falconer , Tina E French , Elizabeth E Hanchrow , Guneet Kaur , Wallis C Y Lau , Jing Li , Kelly Li , Yuntian Liu , Yuan Lu , Kenneth K C Man , Michael E Matheny , Nestoras Mathioudakis , Jody-Ann McLeggon , Michael F McLemore , Evan Minty , Daniel R Morales , Paul Nagy , Andrea Pistillo , Thanh-Phuc Phan , Nicole Pratt , Carlen Reyes , Lauren Richter , Joseph S Ross , Elise Ruan , Sarah L Seager , Katherine R Simon , Benjamin Viernes , Jianxiao Yang , Can Yin , Seng Chan You , Jin J Zhou , Patrick B Ryan , Martijn J Schuemie , Harlan M Krumholz , George Hripcsak , Marc A Suchard

Identification of patients with drug-resistant epilepsy in electronic medical record data using the Observational Medical Outcomes Partnership Common Data Model.

Epilepsia
Avec: Victor G Castano , Matthew Spotnitz , Genna J Waldman , Evan F Joiner , Hyunmi Choi , Karthik Natarajan , Guy M McKhann , Ruth Ottman , Alfred I Neugut , George Hripcsak , Brett E Youngerman

COVID-19 vaccination effectiveness rates by week and sources of bias: a retrospective cohort study.

BMJ open
Avec: George Hripcsak

Contextualising adverse events of special interest to characterise the baseline incidence rates in 24 million patients with COVID-19 across 26 databases: a multinational retrospective cohort study.

EClinicalMedicine
Avec: Erica A Voss , Azza Shoaibi , Lana Yin Hui Lai , Clair Blacketer , Thamir Alshammari , Rupa Makadia , Kevin Haynes , Anthony G Sena , Gowtham Rao , Sebastiaan van Sandijk , Clement Fraboulet , Laurent Boyer , Tanguy Le Carrour , Scott Horban , Daniel R Morales , Jordi Martínez Roldán , Juan Manuel Ramírez-Anguita , Miguel A Mayer , Marcel de Wilde , Luis H John , Talita Duarte-Salles , Elena Roel , Andrea Pistillo , Raivo Kolde , Filip Maljković , Spiros Denaxas , Vaclav Papez , Michael G Kahn , Karthik Natarajan , Christian Reich , Alex Secora , Evan P Minty , Nigam H Shah , Jose D Posada , Maria Teresa Garcia Morales , Diego Bosca , Honorio Cadenas Juanino , Antonio Diaz Holgado , Miguel Pedrera Jiménez , Pablo Serrano Balazote , Noelia García Barrio , Selçuk Şen , Ali Yağız Üresin , Baris Erdogan , Luc Belmans , Geert Byttebier , Manu L N G Malbrain , Daniel J Dedman , Zara Cuccu , Rohit Vashisht , Atul J Butte , Ayan Patel , Lisa Dahm , Cora Han , Fan Bu , Faaizah Arshad , Fredrik Nyberg , George Hripcsak , Marc A Suchard , Dani Prieto-Alhambra , Peter R Rijnbeek , Martijn J Schuemie , Patrick B Ryan

A metadata framework for computational phenotypes.

JAMIA open
Avec: Matthew Spotnitz , Nripendra Acharya , James J Cimino , Shawn Murphy , Bahram Namjou , Nancy Crimmins , Theresa Walunas , Cong Liu , David Crosslin , Barbara Benoit , Elisabeth Rosenthal , Jennifer A Pacheco , Harry Reyes Nieva , Jason S Patterson , Lauren R Richter , Tiffany J Callahan , Ahmed Elhussein , Chao Pang , Krzysztof Kiryluk , Jordan Nestor , Atlas Khan , Sumit Mohan , Evan Minty , Wendy Chung , Wei-Qi Wei , Karthik Natarajan , Chunhua Weng

Evaluating the impact of alternative phenotype definitions on incidence rates across a global data network.

JAMIA open
Avec: Rupa Makadia , Azza Shoaibi , Gowtham A Rao , Peter R Rijnbeek , Erica A Voss , Talita Duarte-Salles , Juan Manuel Ramírez-Anguita , Miguel A Mayer , Filip Maljković , Spiros Denaxas , Fredrik Nyberg , Vaclav Papez , Anthony G Sena , Thamir M Alshammari , Lana Y H Lai , Kevin Haynes , Marc A Suchard , George Hripcsak , Patrick B Ryan

Use of Recommended Neurodiagnostic Evaluation Among Patients With Drug-Resistant Epilepsy.

JAMA neurology
Avec: Matthew Spotnitz , Cameron D Ekanayake , Guy M McKhann , Hyunmi Choi , Ruth Ottman , Alfred I Neugut , George Hripcsak , Karthik Natarajan , Brett E Youngerman

Réseau de co-auteurs

George Hripcsak 40 collaborations
Patrick B Ryan 21 collaborations
Talita Duarte-Salles 20 collaborations
Marc A Suchard 19 collaborations
Anthony G Sena 15 collaborations
Michael E Matheny 14 collaborations
Seng Chan You 14 collaborations
Daniel Prieto-Alhambra 14 collaborations
Daniel R Morales 14 collaborations
Fredrik Nyberg 13 collaborations
Thamir M Alshammari 13 collaborations
Clair Blacketer 13 collaborations
Karthik Natarajan 13 collaborations
Matthew Spotnitz 13 collaborations
Thomas Falconer 12 collaborations
Kristin Kostka 12 collaborations
Kristine E Lynch 12 collaborations
Christian Reich 12 collaborations
Patrick Ryan 12 collaborations
Scott L DuVall 11 collaborations
Azza Shoaibi 11 collaborations
Carlos Areia 11 collaborations
Albert Prats-Uribe 10 collaborations
Osaid Alser 10 collaborations
Asieh Golozar 10 collaborations
Lin Zhang 9 collaborations
Paula Casajust 9 collaborations
Evan Minty 9 collaborations
Rupa Makadia 9 collaborations
Heba Alghoul 9 collaborations
Jose D Posada 9 collaborations
Rae Woong Park 8 collaborations
Peter R Rijnbeek 8 collaborations
Peter Rijnbeek 8 collaborations
Martijn J Schuemie 7 collaborations
David Vizcaya 7 collaborations
Nigam H Shah 7 collaborations
Juan M Banda 7 collaborations
Andrea Pistillo 7 collaborations
Jitendra Jonnagaddala 6 collaborations
Gowtham Rao 6 collaborations
Chunhua Weng 6 collaborations
Linying Zhang 6 collaborations
Jennifer C E Lane 6 collaborations
Vignesh Subbian 6 collaborations
Lisa M Schilling 6 collaborations
Sergio Fernández-Bertolín 5 collaborations
Benjamin Skov Kaas-Hansen 5 collaborations
Christian G Reich 5 collaborations
Gowtham A Rao 5 collaborations
Frank DeFalco 5 collaborations
Faaizah Arshad 5 collaborations
Eng Hooi Tan 5 collaborations
Nicole Pratt 5 collaborations
Waheed-Ul-Rahman Ahmed 5 collaborations
Karishma Shah 5 collaborations
Mengchun Gong 5 collaborations
Martina Recalde 5 collaborations
Lana Y H Lai 5 collaborations
Edward Burn 5 collaborations
Elena Roel 5 collaborations
Fan Bu 5 collaborations
Andrew Williams 4 collaborations
Erica A Voss 4 collaborations
Lauren R Richter 4 collaborations
Martijn Schuemie 4 collaborations
Alexander Davydov 4 collaborations
Evan P Minty 4 collaborations
Marc Suchard 4 collaborations
Hamed Abedtash 4 collaborations
Aedin C Culhane 4 collaborations
Jill Hardin 4 collaborations
Vojtech Huser 4 collaborations
Hokyun Jeon 4 collaborations
Spyros Kolovos 4 collaborations
Jimyung Park 4 collaborations
Haini Wen 4 collaborations
Carlen Reyes 4 collaborations
David A Dorr 4 collaborations
Akihiko Nishimura 4 collaborations
Paul Nagy 4 collaborations
Michael Cook 4 collaborations
Rohan Khera 4 collaborations
Yuan Lu 4 collaborations
Hao Liu 3 collaborations
Juan Manuel Ramírez-Anguita 3 collaborations
Filip Maljković 3 collaborations
Scott Horban 3 collaborations
Spiros Denaxas 3 collaborations
Vaclav Papez 3 collaborations
Dmitry Dymshyts 3 collaborations
Xintong Li 3 collaborations
Lana Yh Lai 3 collaborations
Scott L Duvall 3 collaborations
Dalia M Dawoud 3 collaborations
Jaehyeong Cho 3 collaborations
Sergio Fernandez-Bertolin 3 collaborations
Chi Young Jung 3 collaborations
Seamus Kent 3 collaborations
Yeunsook Rho 3 collaborations
Seokyoung Song 3 collaborations
Andrew E Williams 3 collaborations
Oleg Zhuk 3 collaborations
Nigam Shah 3 collaborations
Maria Tereza F Abrahao 3 collaborations
James Weaver 3 collaborations
Laura Hester 3 collaborations
Marcel de Wilde 3 collaborations
Sarah Seager 3 collaborations
Stephen Fortin 3 collaborations
Jody-Ann McLeggon 3 collaborations
Ruth Ottman 3 collaborations
Hyunmi Choi 3 collaborations
Brett E Youngerman 3 collaborations
Lovedeep Singh Dhingra 3 collaborations
Arya Aminorroaya 3 collaborations
Kelly Li 3 collaborations
Jin J Zhou 3 collaborations
Tina E French 3 collaborations
Elizabeth E Hanchrow 3 collaborations
Jing Li 3 collaborations
Yuntian Liu 3 collaborations
Nestoras Mathioudakis 3 collaborations
Michael F McLemore 3 collaborations
Jianxiao Yang 3 collaborations
Can Yin 3 collaborations
Harlan M Krumholz 3 collaborations
Chungsoo Kim 2 collaborations
Matthew E Spotnitz 2 collaborations
Siaw-Teng Liaw 2 collaborations
Maria Tereza Fernandes Abrahão 2 collaborations
Cong Liu 2 collaborations
Clement Fraboulet 2 collaborations
Tanguy Le Carrour 2 collaborations
Luis H John 2 collaborations
Chao Pang 2 collaborations
Sergio Fernandez Bertolin 2 collaborations
Yue Yang 2 collaborations
Arani Vivekanantham 2 collaborations
Aaron Abend 2 collaborations
Amanda Alberga 2 collaborations
Maria Aragon 2 collaborations
Frank J DeFalco 2 collaborations
Weihua Gao 2 collaborations
Yonghua Jing 2 collaborations
Denys Kaduk 2 collaborations
Yeesuk Kim 2 collaborations
Hyejin Lee 2 collaborations
Paras P Mehta 2 collaborations
Joel N Swerdel 2 collaborations
Salvatore Volpe 2 collaborations
Belay B Yimer 2 collaborations
Diana Puente 2 collaborations
Dalia Dawoud 2 collaborations
Neus Valveny 2 collaborations
Gabriel de Maeztu 2 collaborations
Paras Mehta 2 collaborations
Joel Swerdel 2 collaborations
Patricia Biedermann 2 collaborations
Sajan Khosla 2 collaborations
Henry Morgan-Stewart 2 collaborations
Mees Mosseveld 2 collaborations
Danielle Newby 2 collaborations
Junqing Xie 2 collaborations
None None 2 collaborations
Alex Butler 2 collaborations
William Carter 2 collaborations
Ying Zhang 2 collaborations
Adam B Wilcox 2 collaborations
Alan Andryc 2 collaborations
Jason A Thomas 2 collaborations
Jordi Martínez Roldán 2 collaborations
Yin Guan 2 collaborations
Ahmed Elhussein 2 collaborations
William A Baumgartner 2 collaborations
Katherine Simon 2 collaborations
Tiffany J Callahan 2 collaborations
Michael G Kahn 2 collaborations
Mary G Bowring 2 collaborations
Jenna Reps 2 collaborations
Eugenia Martinez-Hernandez 2 collaborations
Antonella Delmestri 2 collaborations
Katia Verhamme 2 collaborations
Victor G Castano 2 collaborations
Genna J Waldman 2 collaborations
Wallis Cy Lau 2 collaborations
Kenneth Kc Man 2 collaborations
Joseph S Ross 2 collaborations
Phyllis M Thangaraj 2 collaborations
Aline Pedroso Camargos 2 collaborations
Xiyu Ding 2 collaborations
Tara V Anand 2 collaborations
Yi Chai 2 collaborations
Shounak Chattopadhyay 2 collaborations
Guneet Kaur 2 collaborations
Thanh-Phuc Phan 2 collaborations
Lauren Richter 2 collaborations
Elise Ruan 2 collaborations
Sarah L Seager 2 collaborations
Katherine R Simon 2 collaborations
Benjamin Viernes 2 collaborations
Noémie Elhadad 2 collaborations
RuiJun Chen 2 collaborations
Guy M McKhann 2 collaborations
Alfred I Neugut 2 collaborations
Kevin Haynes 2 collaborations
Miguel A Mayer 2 collaborations
Jenna M Reps 1 collaboration
Ross D Williams 1 collaboration
Aniek F Markus 1 collaboration
Cynthia Yang 1 collaboration
Ewout W Steyerberg 1 collaboration
Young Hwa Choi 1 collaboration
Daniel Morales 1 collaboration
María Aragón 1 collaboration
Jae Hyun Kim 1 collaboration
Casey N Ta 1 collaboration
Cynthia Sung 1 collaboration
Alex M Butler 1 collaboration
Latoya A Stewart 1 collaboration
Lyudmila Ena 1 collaboration
James R Rogers 1 collaboration
Junghwan Lee 1 collaboration
Shing M Lee 1 collaboration
Mitchell S V Elkind 1 collaboration
Miguel Angel Mayer 1 collaboration
Biljana Carević 1 collaboration
Peter R Rijneek 1 collaboration
Benjamin I Albert 1 collaboration
Jeffrey L Zitsman 1 collaboration
Ilene Fennoy 1 collaboration
David J Albers 1 collaboration
J Weston Hughes 1 collaboration
James Tooley 1 collaboration
Jessica Torres Soto 1 collaboration
Tim Poterucha 1 collaboration
Matthew Kai Christensen 1 collaboration
Neal Yuan 1 collaboration
Ben Ehlert 1 collaboration
Dhamanpreet Kaur 1 collaboration
Guson Kang 1 collaboration
Albert Rogers 1 collaboration
Sanjiv Narayan 1 collaboration
Pierre Elias 1 collaboration
David Ouyang 1 collaboration
Euan Ashley 1 collaboration
James Zou 1 collaboration
Marco V Perez 1 collaboration
Ning Shang 1 collaboration
Victor A Rodriguez 1 collaboration
Sun Tony 1 collaboration
Phyllis Thangaraj 1 collaboration
Krishna S Kalluri 1 collaboration
Xinzhuo Jiang 1 collaboration
Chen RuiJun 1 collaboration
Natarajan Karthik 1 collaboration
Martina Relcade 1 collaboration
Pierre A Elias 1 collaboration
Michael V Reyes 1 collaboration
Elain Y Wan 1 collaboration
Utpal B Pajvani 1 collaboration
John P Morrow 1 collaboration
Maria Tereza F Abrahão 1 collaboration
Scott DuVall 1 collaboration
Lana Lai 1 collaboration
Waheed-Ui-Rahman Ahmed 1 collaboration
Luisa Sorlí Redó 1 collaboration
Jordi Martinez Roldan 1 collaboration
Inmaculada Lopez Montesinos 1 collaboration
Anthony Sena 1 collaboration
Jennifer Lane 1 collaboration
Kristina Fister 1 collaboration
Simon Lovestone 1 collaboration
Yeonchan Seong 1 collaboration
Yunjung Heo 1 collaboration
Zhehuan Chen 1 collaboration
Maria Aragón 1 collaboration
José D Posada 1 collaboration
Donna R Rivera 1 collaboration
Isabelle Soerjomataram 1 collaboration
Yang Shen 1 collaboration
Matthew Spotniz 1 collaboration
Annalisa Trama 1 collaboration
Sara Khalid 1 collaboration
Christopher A Harle 1 collaboration
Gigi Lipori 1 collaboration
Hiba Alghoul 1 collaboration
Hong Zhu 1 collaboration
Jiang Bian 1 collaboration
Juan P Horcajada 1 collaboration
Julianna Kohler 1 collaboration
Li Liu 1 collaboration
Nicole G Weiskopf 1 collaboration
Robert Schuff 1 collaboration
Tanja Magoc 1 collaboration
Yankuic Galvan 1 collaboration
Xing He 1 collaboration
Polina Talapova 1 collaboration
Marcel De Wilde 1 collaboration
Syed A Husain 1 collaboration
Yasser Albogami 1 collaboration
Mitchell Conover 1 collaboration
Priyamvada Desai 1 collaboration
James P Gilbert 1 collaboration
Joshua Ide 1 collaboration
Andrew S Kanter 1 collaboration
David M Kern 1 collaboration
Chenyu Li 1 collaboration
Feifan Liu 1 collaboration
Maria Inês Neves 1 collaboration
Ding Quan Ng 1 collaboration
Tontel Obene 1 collaboration
Victor Pera 1 collaboration
Nadav Rappoport 1 collaboration
Ines Reinecke 1 collaboration
Paola Saroufim 1 collaboration
Adrianne L Stefanski 1 collaboration
Jordan M Wyrwa 1 collaboration
Chenjie Zeng 1 collaboration
Richard D Boyce 1 collaboration
Elena Casiraghi 1 collaboration
Ben D Coleman 1 collaboration
Janine H Collins 1 collaboration
Sara J Deakyne Davies 1 collaboration
James A Feinstein 1 collaboration
Asiyah Y Lin 1 collaboration
Blake Martin 1 collaboration
Nicolas A Matentzoglu 1 collaboration
Daniella Meeker 1 collaboration
Justin Reese 1 collaboration
Jessica Sinclair 1 collaboration
Sanya B Taneja 1 collaboration
Katy E Trinkley 1 collaboration
Nicole A Vasilevsky 1 collaboration
Xingmin A Zhang 1 collaboration
Joshua C Denny 1 collaboration
Tellen D Bennett 1 collaboration
Melissa A Haendel 1 collaboration
Peter N Robinson 1 collaboration
Lawrence E Hunter 1 collaboration
Cindy X Cai 1 collaboration
Erik Westlund 1 collaboration
Diep Tran 1 collaboration
Jia H Ng 1 collaboration
Priya Desai 1 collaboration
Brian Toy 1 collaboration
Michelle Hribar 1 collaboration
Laurence Lawrence-Archer 1 collaboration
Michael V Boland 1 collaboration
Kerry Goetz 1 collaboration
Nathan Hall 1 collaboration
Kenar D Jhaveri 1 collaboration
Edward Lee 1 collaboration
Zachary Gilbert 1 collaboration
Scott L Zeger 1 collaboration
Deidra C Crews 1 collaboration
Azza Shaoibi 1 collaboration
Anthony Molinaro 1 collaboration
George Argyriou 1 collaboration
Robert Miller 1 collaboration
Jose Posada 1 collaboration
Mitchell M Conover 1 collaboration
Kristina Fišter 1 collaboration
Christophe G Lambert 1 collaboration
Johan van der Lei 1 collaboration
Andrea V Margulis 1 collaboration
Selva Muthu Kumaran Sathappan 1 collaboration
Carmen O Torre 1 collaboration
Michael Argenziano 1 collaboration
Linda Shoener Dunham 1 collaboration
Kelly D Johnson 1 collaboration
Junqing Liu 1 collaboration
Eric Yf Wan 1 collaboration
Harlan Krumholz 1 collaboration
Joseph Ross 1 collaboration
Yixin Wang 1 collaboration
David M Blei 1 collaboration
Griffin Adams 1 collaboration
Bichlien H Nguyen 1 collaboration
Jake Smith 1 collaboration
Yingce Xia 1 collaboration
Shufang Xie 1 collaboration
Budhaditya Deb 1 collaboration
Yuan-Jyue Chen 1 collaboration
Tristan Naumann 1 collaboration
Philip Zachariah 1 collaboration
Ruijun Chen 1 collaboration
Xinhang Li 1 collaboration
Fabrício Kury 1 collaboration
Chi Yuan 1 collaboration
Yingcheng Sun 1 collaboration
Hua Xu 1 collaboration
Wallis C Y Lau 1 collaboration
Kenneth K C Man 1 collaboration
Evan F Joiner 1 collaboration
Lana Yin Hui Lai 1 collaboration
Thamir Alshammari 1 collaboration
Sebastiaan van Sandijk 1 collaboration
Laurent Boyer 1 collaboration
Raivo Kolde 1 collaboration
Alex Secora 1 collaboration
Maria Teresa Garcia Morales 1 collaboration
Diego Bosca 1 collaboration
Honorio Cadenas Juanino 1 collaboration
Antonio Diaz Holgado 1 collaboration
Miguel Pedrera Jiménez 1 collaboration
Pablo Serrano Balazote 1 collaboration
Noelia García Barrio 1 collaboration
Selçuk Şen 1 collaboration
Ali Yağız Üresin 1 collaboration
Baris Erdogan 1 collaboration
Luc Belmans 1 collaboration
Geert Byttebier 1 collaboration
Manu L N G Malbrain 1 collaboration
Daniel J Dedman 1 collaboration
Zara Cuccu 1 collaboration
Rohit Vashisht 1 collaboration
Atul J Butte 1 collaboration
Ayan Patel 1 collaboration
Lisa Dahm 1 collaboration
Cora Han 1 collaboration
Dani Prieto-Alhambra 1 collaboration
Nripendra Acharya 1 collaboration
James J Cimino 1 collaboration
Shawn Murphy 1 collaboration
Bahram Namjou 1 collaboration
Nancy Crimmins 1 collaboration
Theresa Walunas 1 collaboration
David Crosslin 1 collaboration
Barbara Benoit 1 collaboration
Elisabeth Rosenthal 1 collaboration
Jennifer A Pacheco 1 collaboration
Harry Reyes Nieva 1 collaboration
Jason S Patterson 1 collaboration
Krzysztof Kiryluk 1 collaboration
Jordan Nestor 1 collaboration
Atlas Khan 1 collaboration
Sumit Mohan 1 collaboration
Wendy Chung 1 collaboration
Wei-Qi Wei 1 collaboration
Cameron D Ekanayake 1 collaboration