Michael W Sjoding

Publications (48)

Accounting for Label Uncertainty in Machine Learning for Detection of Acute Respiratory Distress Syndrome.

IEEE journal of biomedical and health informatics

Avec: Narathip Reamaroon , Michael W Sjoding , Kaiwen Lin , Theodore J Iwashyna , Kayvan Najarian

Democratizing EHR analyses with FIDDLE: a flexible data-driven preprocessing pipeline for structured clinical data.

Journal of the American Medical Informatics Association : JAMIA

Avec: Shengpu Tang , Parmida Davarmanesh , Yanmeng Song , Danai Koutra , Michael W Sjoding , Jenna Wiens

Collaborative strategies for deploying artificial intelligence to complement physician diagnoses of acute respiratory distress syndrome.

NPJ digital medicine

Avec: Negar Farzaneh , Sardar Ansari , Elizabeth Lee , Kevin R Ward , Michael W Sjoding

External Validation and Comparison of a General Ward Deterioration Index Between Diversely Different Health Systems.

Critical care medicine

Avec: Brandon C Cummings , Joseph M Blackmer , Jonathan R Motyka , Negar Farzaneh , Loc Cao , Erin L Bisco , James D Glassbrook , Michael D Roebuck , Christopher E Gillies , Andrew J Admon , Richard P Medlin , Karandeep Singh , Michael W Sjoding , Kevin R Ward , Sardar Ansari

Understanding How Clinicians Personalize Fluid and Vasopressor Decisions in Early Sepsis Management.

JAMA network open

Avec: Elizabeth S Munroe , Julien Weinstein , Hayley B Gershengorn , Kevin J Karlic , Sarah Seelye , Michael W Sjoding , Thomas S Valley , Hallie C Prescott

Evidence-Based Practices for Acute Respiratory Failure and Acute Respiratory Distress Syndrome: A Systematic Review of Reviews.

Chest

Avec: Jennifer N Ervin , Victor C Rentes , Emily R Dibble , Michael W Sjoding , Theodore J Iwashyna , Catherine L Hough , Michelle Ng Gong , Anne E Sales

Lung and gut microbiota are altered by hyperoxia and contribute to oxygen-induced lung injury in mice.

Science translational medicine

Avec: Shanna L Ashley , Michael W Sjoding , Antonia P Popova , Tracy X Cui , Matthew J Hoostal , Thomas M Schmidt , William R Branton , Michael G Dieterle , Nicole R Falkowski , Jennifer M Baker , Kevin J Hinkle , Kristine E Konopka , John R Erb-Downward , Gary B Huffnagle , Robert P Dickson

Racial Bias in Pulse Oximetry Measurement Among Patients About to Undergo Extracorporeal Membrane Oxygenation in 2019-2020: A Retrospective Cohort Study.

Chest

Avec: Valeria S M Valbuena , Ryan P Barbaro , Dru Claar , Thomas S Valley , Robert P Dickson , Steven E Gay , Michael W Sjoding , Theodore J Iwashyna

Predicting Intensive Care Transfers and Other Unforeseen Events: Analytic Model Validation Study and Comparison to Existing Methods.

JMIR medical informatics

Avec: Brandon C Cummings , Sardar Ansari , Jonathan R Motyka , Guan Wang , Richard P Medlin , Steven L Kronick , Karandeep Singh , Pauline K Park , Lena M Napolitano , Robert P Dickson , Michael R Mathis , Michael W Sjoding , Andrew J Admon , Ross Blank , Jakob I McSparron , Kevin R Ward , Christopher E Gillies

Automated detection of acute respiratory distress syndrome from chest X-Rays using Directionality Measure and deep learning features.

Computers in biology and medicine

Avec: Narathip Reamaroon , Michael W Sjoding , Jonathan Gryak , Brian D Athey , Kayvan Najarian , Harm Derksen

Augmenting existing deterioration indices with chest radiographs to predict clinical deterioration.

PloS one

Avec: Emily Mu , Sarah Jabbour , Adrian V Dalca , John Guttag , Jenna Wiens , Michael W Sjoding

Early identification of patients admitted to hospital for covid-19 at risk of clinical deterioration: model development and multisite external validation study.

BMJ (Clinical research ed.)

Avec: Fahad Kamran , Shengpu Tang , Erkin Otles , Dustin S McEvoy , Sameh N Saleh , Jen Gong , Benjamin Y Li , Sayon Dutta , Xinran Liu , Richard J Medford , Thomas S Valley , Lauren R West , Karandeep Singh , Seth Blumberg , John P Donnelly , Erica S Shenoy , John Z Ayanian , Brahmajee K Nallamothu , Michael W Sjoding , Jenna Wiens

Differences between Patients in Whom Physicians Agree and Disagree about the Diagnosis of Acute Respiratory Distress Syndrome.

Annals of the American Thoracic Society

Avec: Michael W Sjoding , Timothy P Hofer , Ivan Co , Jakob I McSparron , Theodore J Iwashyna

Comprehensive evaluation of COVID-19 patient short- and long-term outcomes: Disparities in healthcare utilization and post-hospitalization outcomes.

PloS one

Avec: Stephen Salerno , Yuming Sun , Emily L Morris , Xinwei He , Yajing Li , Ziyang Pan , Peisong Han , Jian Kang , Michael W Sjoding , Yi Li

Tracheostomy for COVID-19 respiratory failure: timing, ventilatory characteristics, and outcomes.

Journal of thoracic disease

Avec: Janice L Farlow , Pauline K Park , Michael W Sjoding , Stephen G Kay , Ross Blank , Kelly M Malloy , Laraine Washer , Lena M Napolitano , Venkatakrishna Rajajee , Michael J Brenner , Steven B Chinn , Jose De Cardenas

Breath analysis for detection and trajectory monitoring of acute respiratory distress syndrome in swine.

ERJ open research

Avec: Ruchi Sharma , Menglian Zhou , Mohamad Hakam Tiba , Brendan M McCracken , Robert P Dickson , Christopher E Gillies , Michael W Sjoding , Jean A Nemzek , Kevin R Ward , Kathleen A Stringer , Xudong Fan

Prioritizing evidence-based practices for acute respiratory distress syndrome using digital data: an iterative multi-stakeholder process.

Implementation science : IS

Avec: Jennifer N Ervin , Millie R Dibble , Victor C Rentes , Michael W Sjoding , Michelle N Gong , Catherine L Hough , Theodore J Iwashyna , Anne E Sales

Disparate Censorship & Undertesting: A Source of Label Bias in Clinical Machine Learning.

Proceedings of machine learning research

Avec: Trenton Chang , Michael W Sjoding , Jenna Wiens

Use of machine learning to assess the prognostic utility of radiomic features for in-hospital COVID-19 mortality.

Scientific reports

Avec: Yuming Sun , Stephen Salerno , Xinwei He , Ziyang Pan , Eileen Yang , Chinakorn Sujimongkol , Jiyeon Song , Xinan Wang , Peisong Han , Jian Kang , Michael W Sjoding , Shruti Jolly , David C Christiani , Yi Li

Differences between patients in whom physicians agree versus disagree about the preoperative diagnosis of heart failure.

Journal of clinical anesthesia

Avec: Reed W Kamyszek , Noah Newman , Jacqueline W Ragheb , Michael W Sjoding , Hyeon Joo , Michael D Maile , Ruth B Cassidy , Jessica R Golbus , Auteur inconnu , Milo C Engoren , Michael R Mathis

Prediction of episode of hemodynamic instability using an electrocardiogram based analytic: a retrospective cohort study.

BMC anesthesiology

Avec: Bryce Benson , Ashwin Belle , Sooin Lee , Benjamin S Bassin , Richard P Medlin , Michael W Sjoding , Kevin R Ward

Measuring the Impact of AI in the Diagnosis of Hospitalized Patients: A Randomized Clinical Vignette Survey Study.

JAMA

Avec: Sarah Jabbour , David Fouhey , Stephanie Shepard , Thomas S Valley , Ella A Kazerooni , Nikola Banovic , Jenna Wiens , Michael W Sjoding

Early Detection of Heart Failure With Reduced Ejection Fraction Using Perioperative Data Among Noncardiac Surgical Patients: A Machine-Learning Approach.

Anesthesia and analgesia

Avec: Michael R Mathis , Milo C Engoren , Hyeon Joo , Michael D Maile , Keith D Aaronson , Michael L Burns , Michael W Sjoding , Nicholas J Douville , Allison M Janda , Yaokun Hu , Kayvan Najarian , Sachin Kheterpal

Evaluating a Widely Implemented Proprietary Deterioration Index Model Among Hospitalized COVID-19 Patients.

medRxiv : the preprint server for health sciences

Avec: Karandeep Singh , Thomas S Valley , Shengpu Tang , Benjamin Y Li , Fahad Kamran , Michael W Sjoding , Jenna Wiens , Erkin Otles , John P Donnelly , Melissa Y Wei , Jonathon P McBride , Jie Cao , Carleen Penoza , John Z Ayanian , Brahmajee K Nallamothu

Learning Using Partially Available Privileged Information and Label Uncertainty: Application in Detection of Acute Respiratory Distress Syndrome.

IEEE journal of biomedical and health informatics

Avec: Elyas Sabeti , Joshua Drews , Narathip Reamaroon , Elisa Warner , Michael W Sjoding , Jonathan Gryak , Kayvan Najarian

Machine learning for patient risk stratification for acute respiratory distress syndrome.

PloS one

Avec: Daniel Zeiberg , Tejas Prahlad , Brahmajee K Nallamothu , Theodore J Iwashyna , Jenna Wiens , Michael W Sjoding

Electronic "Sniffer" Systems to Identify the Acute Respiratory Distress Syndrome.

Annals of the American Thoracic Society

Avec: Max T Wayne , Thomas S Valley , Colin R Cooke , Michael W Sjoding

Robust segmentation of lung in chest x-ray: applications in analysis of acute respiratory distress syndrome.

BMC medical imaging

Avec: Narathip Reamaroon , Michael W Sjoding , Harm Derksen , Elyas Sabeti , Jonathan Gryak , Ryan P Barbaro , Brian D Athey , Kayvan Najarian

Combining chest X-rays and electronic health record (EHR) data using machine learning to diagnose acute respiratory failure.

Journal of the American Medical Informatics Association : JAMIA

Avec: Sarah Jabbour , David Fouhey , Ella Kazerooni , Jenna Wiens , Michael W Sjoding

Asthma and coronavirus disease 2019-related outcomes in hospitalized patients: A single-center experience.

Annals of allergy, asthma & immunology : official publication of the American College of Allergy, Asthma, & Immunology

Avec: Amy Ludwig , Caryn Elizabeth Brehm , Christopher Fung , Shijing Jia , Jonathan P Troost , Laura Leuenberger , Rayan Kaakati , Catherine Tarantine , Ella Christoph , Michael W Sjoding , Njira Lugogo

Variation in Early Management Practices in Moderate-to-Severe ARDS in the United States: The Severe ARDS: Generating Evidence Study.

Chest

Avec: Nida Qadir , Raquel R Bartz , Mary L Cooter , Catherine L Hough , Michael J Lanspa , Valerie M Banner-Goodspeed , Jen-Ting Chen , Shewit Giovanni , Dina Gomaa , Michael W Sjoding , Negin Hajizadeh , Jordan Komisarow , Abhijit Duggal , Ashish K Khanna , Rahul Kashyap , Akram Khan , Steven Y Chang , Joseph E Tonna , Harry L Anderson , Janice M Liebler , Jarrod M Mosier , Peter E Morris , Alissa Genthon , Irene K Louh , Mark Tidswell , R Scott Stephens , Annette M Esper , David J Dries , Anthony Martinez , Kraftin E Schreyer , William Bender , Anupama Tiwari , Pramod K Guru , Sinan Hanna , Michelle N Gong , Pauline K Park , Auteur inconnu , Auteur inconnu

Mortality of Patients With Sepsis Administered Piperacillin-Tazobactam vs Cefepime.

JAMA internal medicine

Avec: Rishi Chanderraj , Andrew J Admon , Ying He , Mark Nuppnau , Owen R Albin , Hallie C Prescott , Robert P Dickson , Michael W Sjoding

Portable Breath-Based Volatile Organic Compound Monitoring for the Detection of COVID-19 During the Circulation of the SARS-CoV-2 Delta Variant and the Transition to the SARS-CoV-2 Omicron Variant.

JAMA network open

Avec: Ruchi Sharma , Wenzhe Zang , Ali Tabartehfarahani , Andres Lam , Xiaheng Huang , Anjali Devi Sivakumar , Chandrakalavathi Thota , Shuo Yang , Robert P Dickson , Michael W Sjoding , Erin Bisco , Carmen Colmenero Mahmood , Kristen Machado Diaz , Nicholas Sautter , Sardar Ansari , Kevin R Ward , Xudong Fan

The Lung Microbiome Predicts Mortality and Response to Azithromycin in Lung Transplant Patients with Chronic Rejection.

American journal of respiratory and critical care medicine

Avec: Michael P Combs , Jenna E Luth , Nicole R Falkowski , David S Wheeler , Natalie M Walker , John R Erb-Downward , Elliot Wakeam , Michael W Sjoding , Daniel G Dunlap , Andrew J Admon , Robert P Dickson , Vibha N Lama

Rural-Urban Differences in Mortality among Mechanically Ventilated Patients in Intensive and Intermediate Care.

Annals of the American Thoracic Society

Avec: Emily A Harlan , Shrathinth Venkatesh , Jean Morrison , Colin R Cooke , Theodore J Iwashyna , Dee W Ford , Ira S Moscovice , Michael W Sjoding , Thomas S Valley

Racial differences in laboratory testing as a potential mechanism for bias in AI: A matched cohort analysis in emergency department visits.

PLOS global public health

Avec: Trenton Chang , Mark Nuppnau , Ying He , Keith E Kocher , Thomas S Valley , Michael W Sjoding , Jenna Wiens

Causes and characteristics of death in patients with acute hypoxemic respiratory failure and acute respiratory distress syndrome: a retrospective cohort study.

Critical care (London, England)

Avec: Scott W Ketcham , Yub Raj Sedhai , H Catherine Miller , Thomas C Bolig , Amy Ludwig , Ivan Co , Dru Claar , Jakob I McSparron , Hallie C Prescott , Michael W Sjoding

Performance Measure Development, Use, and Measurement of Effectiveness Using the Guideline on Mechanical Ventilation in Acute Respiratory Distress Syndrome. An Official American Thoracic Society Workshop Report.

Annals of the American Thoracic Society

Avec: Kathryn A Artis , Raed A Dweik , Bela Patel , Curtis H Weiss , Kevin C Wilson , Anna R Gagliardi , Sue Huckson , Monika Nothacker , Neill K J Adhikari , Andre Carlos Kajdacsy-Balla Amaral , Ian J Barbash , W Graham Carlos , Deena Kelly Costa , Mark L Metersky , Richard A Mularski , Michael W Sjoding , Carey C Thomson , Robert C Hyzy

Evaluating Delivery of Low Tidal Volume Ventilation in Six ICUs Using Electronic Health Record Data.

Critical care medicine

Avec: Michael W Sjoding , Michelle N Gong , Carl F Haas , Theodore J Iwashyna

Deep learning to detect acute respiratory distress syndrome on chest radiographs: a retrospective study with external validation.

The Lancet. Digital health

Avec: Michael W Sjoding , Daniel Taylor , Jonathan Motyka , Elizabeth Lee , Ivan Co , Dru Claar , Jakob I McSparron , Sardar Ansari , Meeta Prasad Kerlin , John P Reilly , Michael G S Shashaty , Brian J Anderson , Tiffanie K Jones , Harrison M Drebin , Caroline A G Ittner , Nuala J Meyer , Theodore J Iwashyna , Kevin R Ward , Christopher E Gillies

A novel swine model of the acute respiratory distress syndrome using clinically relevant injury exposures.

Physiological reports

Avec: Mohamad H Tiba , Brendan M McCracken , Danielle C Leander , Carmen I Colmenero , Jean A Nemzek , Michael W Sjoding , Kristine E Konopka , Thomas L Flott , J Scott VanEpps , Rodney C Daniels , Kevin R Ward , Kathleen A Stringer , Robert P Dickson

Racial bias and reproducibility in pulse oximetry among medical and surgical inpatients in general care in the Veterans Health Administration 2013-19: multicenter, retrospective cohort study.

BMJ (Clinical research ed.)

Avec: Valeria S M Valbuena , Sarah Seelye , Michael W Sjoding , Thomas S Valley , Robert P Dickson , Steven E Gay , Dru Claar , Hallie C Prescott , Theodore J Iwashyna

COVID-19 Transmission to Health Care Personnel During Tracheostomy Under a Multidisciplinary Safety Protocol.

American journal of critical care : an official publication, American Association of Critical-Care Nurses

Avec: Taylor C Standiford , Janice L Farlow , Michael J Brenner , Ross Blank , Venkatakrishna Rajajee , Noel R Baldwin , Steven B Chinn , Jessica A Cusac , Jose De Cardenas , Kelly M Malloy , Kelli L McDonough , Lena M Napolitano , Michael W Sjoding , Emily K Stoneman , Laraine L Washer , Pauline K Park

Origins of Racial and Ethnic Bias in Pulmonary Technologies.

Annual review of medicine

Avec: Michael W Sjoding , Sardar Ansari , Thomas S Valley

In critically ill patients, anti-anaerobic antibiotics increase risk of adverse clinical outcomes.

The European respiratory journal

Avec: Rishi Chanderraj , Jennifer M Baker , Stephen G Kay , Christopher A Brown , Kevin J Hinkle , Daniel J Fergle , Roderick A McDonald , Nicole R Falkowski , Joseph D Metcalf , Keith S Kaye , Robert J Woods , Hallie C Prescott , Michael W Sjoding , Robert P Dickson

Higher versus lower oxygenation targets in adult ICU patients: A rapid practice guideline.

Acta anaesthesiologica Scandinavica

Avec: Morten Hylander Møller , Anders Granholm , Zainab Al Duhailib , Waleed Alhazzani , Emilie Belley-Cote , Simon Oczkowski , Bharath Kumar Tirupakuzhi Vijayaraghavan , Fredrik Sjövall , Ethan Butler , Fernando G Zampieri , Rob Mac Sweeney , Lennie P G Derde , Ally Ruzycki-Chadwick , Mervyn Mer , Karen E A Burns , Begüm Ergan , Abdulrahman Al-Fares , Michael W Sjoding , Thomas S Valley , Bodil S Rasmussen , Olav L Schjørring , Hallie C Prescott

Early Deep Sedation Practices Worsened During the Pandemic Among Adult Patients Without COVID-19: A Retrospective Cohort Study.

Chest

Avec: Anna K Barker , Thomas S Valley , Michael T Kenes , Michael W Sjoding

Acute Respiratory Distress Syndrome: Definition, Diagnosis, and Routine Management.

Critical care clinics

Avec: Philip Yang , Michael W Sjoding

Réseau de co-auteurs

Thomas S Valley 12 collaborations

Theodore J Iwashyna 10 collaborations

Robert P Dickson 10 collaborations

Jenna Wiens 9 collaborations

Kevin R Ward 8 collaborations

Sardar Ansari 6 collaborations

Hallie C Prescott 6 collaborations

Kayvan Najarian 5 collaborations

Narathip Reamaroon 4 collaborations

Christopher E Gillies 4 collaborations

Andrew J Admon 4 collaborations

Karandeep Singh 4 collaborations

Dru Claar 4 collaborations

Pauline K Park 4 collaborations

Jakob I McSparron 4 collaborations

Shengpu Tang 3 collaborations

Richard P Medlin 3 collaborations

Catherine L Hough 3 collaborations

Nicole R Falkowski 3 collaborations

Lena M Napolitano 3 collaborations

Michael R Mathis 3 collaborations

Ross Blank 3 collaborations

Jonathan Gryak 3 collaborations

Sarah Jabbour 3 collaborations

Brahmajee K Nallamothu 3 collaborations

Ivan Co 3 collaborations

Michelle N Gong 3 collaborations

None None 3 collaborations

Negar Farzaneh 2 collaborations

Elizabeth Lee 2 collaborations

Brandon C Cummings 2 collaborations

Jonathan R Motyka 2 collaborations

Sarah Seelye 2 collaborations

Jennifer N Ervin 2 collaborations

Victor C Rentes 2 collaborations

Anne E Sales 2 collaborations

Jennifer M Baker 2 collaborations

Kevin J Hinkle 2 collaborations

Kristine E Konopka 2 collaborations

John R Erb-Downward 2 collaborations

Valeria S M Valbuena 2 collaborations

Ryan P Barbaro 2 collaborations

Steven E Gay 2 collaborations

Brian D Athey 2 collaborations

Harm Derksen 2 collaborations

Fahad Kamran 2 collaborations

Erkin Otles 2 collaborations

Benjamin Y Li 2 collaborations

John P Donnelly 2 collaborations

John Z Ayanian 2 collaborations

Stephen Salerno 2 collaborations

Yuming Sun 2 collaborations

Xinwei He 2 collaborations

Ziyang Pan 2 collaborations

Peisong Han 2 collaborations

Jian Kang 2 collaborations

Yi Li 2 collaborations

Janice L Farlow 2 collaborations

Stephen G Kay 2 collaborations

Kelly M Malloy 2 collaborations

Venkatakrishna Rajajee 2 collaborations

Michael J Brenner 2 collaborations

Steven B Chinn 2 collaborations

Jose De Cardenas 2 collaborations

Ruchi Sharma 2 collaborations

Brendan M McCracken 2 collaborations

Jean A Nemzek 2 collaborations

Kathleen A Stringer 2 collaborations

Xudong Fan 2 collaborations

Trenton Chang 2 collaborations

Hyeon Joo 2 collaborations

Michael D Maile 2 collaborations

Milo C Engoren 2 collaborations

David Fouhey 2 collaborations

Elyas Sabeti 2 collaborations

Colin R Cooke 2 collaborations

Amy Ludwig 2 collaborations

Rishi Chanderraj 2 collaborations

Ying He 2 collaborations

Mark Nuppnau 2 collaborations

Kaiwen Lin 1 collaboration

Parmida Davarmanesh 1 collaboration

Yanmeng Song 1 collaboration

Danai Koutra 1 collaboration

Joseph M Blackmer 1 collaboration

Loc Cao 1 collaboration

Erin L Bisco 1 collaboration

James D Glassbrook 1 collaboration

Michael D Roebuck 1 collaboration

Elizabeth S Munroe 1 collaboration

Julien Weinstein 1 collaboration

Hayley B Gershengorn 1 collaboration

Kevin J Karlic 1 collaboration

Emily R Dibble 1 collaboration

Michelle Ng Gong 1 collaboration

Shanna L Ashley 1 collaboration

Antonia P Popova 1 collaboration

Tracy X Cui 1 collaboration

Matthew J Hoostal 1 collaboration

Thomas M Schmidt 1 collaboration

William R Branton 1 collaboration

Michael G Dieterle 1 collaboration

Gary B Huffnagle 1 collaboration

Guan Wang 1 collaboration

Steven L Kronick 1 collaboration

Emily Mu 1 collaboration

Adrian V Dalca 1 collaboration

John Guttag 1 collaboration

Dustin S McEvoy 1 collaboration

Sameh N Saleh 1 collaboration

Jen Gong 1 collaboration

Sayon Dutta 1 collaboration

Xinran Liu 1 collaboration

Richard J Medford 1 collaboration

Lauren R West 1 collaboration

Seth Blumberg 1 collaboration

Erica S Shenoy 1 collaboration

Timothy P Hofer 1 collaboration

Emily L Morris 1 collaboration

Yajing Li 1 collaboration

Laraine Washer 1 collaboration

Menglian Zhou 1 collaboration

Mohamad Hakam Tiba 1 collaboration

Millie R Dibble 1 collaboration

Eileen Yang 1 collaboration

Chinakorn Sujimongkol 1 collaboration

Jiyeon Song 1 collaboration

Xinan Wang 1 collaboration

Shruti Jolly 1 collaboration

David C Christiani 1 collaboration

Reed W Kamyszek 1 collaboration

Noah Newman 1 collaboration

Jacqueline W Ragheb 1 collaboration

Ruth B Cassidy 1 collaboration

Jessica R Golbus 1 collaboration

Bryce Benson 1 collaboration

Ashwin Belle 1 collaboration

Sooin Lee 1 collaboration

Benjamin S Bassin 1 collaboration

Stephanie Shepard 1 collaboration

Ella A Kazerooni 1 collaboration

Nikola Banovic 1 collaboration

Keith D Aaronson 1 collaboration

Michael L Burns 1 collaboration

Nicholas J Douville 1 collaboration

Allison M Janda 1 collaboration

Yaokun Hu 1 collaboration

Sachin Kheterpal 1 collaboration

Melissa Y Wei 1 collaboration

Jonathon P McBride 1 collaboration

Jie Cao 1 collaboration

Carleen Penoza 1 collaboration

Joshua Drews 1 collaboration

Elisa Warner 1 collaboration

Daniel Zeiberg 1 collaboration

Tejas Prahlad 1 collaboration

Max T Wayne 1 collaboration

Ella Kazerooni 1 collaboration

Caryn Elizabeth Brehm 1 collaboration

Christopher Fung 1 collaboration

Shijing Jia 1 collaboration

Jonathan P Troost 1 collaboration

Laura Leuenberger 1 collaboration

Rayan Kaakati 1 collaboration

Catherine Tarantine 1 collaboration

Ella Christoph 1 collaboration

Njira Lugogo 1 collaboration

Nida Qadir 1 collaboration

Raquel R Bartz 1 collaboration

Mary L Cooter 1 collaboration

Michael J Lanspa 1 collaboration

Valerie M Banner-Goodspeed 1 collaboration

Jen-Ting Chen 1 collaboration

Shewit Giovanni 1 collaboration

Dina Gomaa 1 collaboration

Negin Hajizadeh 1 collaboration

Jordan Komisarow 1 collaboration

Abhijit Duggal 1 collaboration

Ashish K Khanna 1 collaboration

Rahul Kashyap 1 collaboration

Akram Khan 1 collaboration

Steven Y Chang 1 collaboration

Joseph E Tonna 1 collaboration

Harry L Anderson 1 collaboration

Janice M Liebler 1 collaboration

Jarrod M Mosier 1 collaboration

Peter E Morris 1 collaboration

Alissa Genthon 1 collaboration

Irene K Louh 1 collaboration

Mark Tidswell 1 collaboration

R Scott Stephens 1 collaboration

Annette M Esper 1 collaboration

David J Dries 1 collaboration

Anthony Martinez 1 collaboration

Kraftin E Schreyer 1 collaboration

William Bender 1 collaboration

Anupama Tiwari 1 collaboration

Pramod K Guru 1 collaboration

Sinan Hanna 1 collaboration

Owen R Albin 1 collaboration

Wenzhe Zang 1 collaboration

Ali Tabartehfarahani 1 collaboration

Andres Lam 1 collaboration

Xiaheng Huang 1 collaboration

Anjali Devi Sivakumar 1 collaboration

Chandrakalavathi Thota 1 collaboration

Shuo Yang 1 collaboration

Erin Bisco 1 collaboration

Carmen Colmenero Mahmood 1 collaboration

Kristen Machado Diaz 1 collaboration

Nicholas Sautter 1 collaboration

Michael P Combs 1 collaboration

Jenna E Luth 1 collaboration

David S Wheeler 1 collaboration

Natalie M Walker 1 collaboration

Elliot Wakeam 1 collaboration

Daniel G Dunlap 1 collaboration

Vibha N Lama 1 collaboration

Emily A Harlan 1 collaboration

Shrathinth Venkatesh 1 collaboration

Jean Morrison 1 collaboration

Dee W Ford 1 collaboration

Ira S Moscovice 1 collaboration

Keith E Kocher 1 collaboration

Scott W Ketcham 1 collaboration

Yub Raj Sedhai 1 collaboration

H Catherine Miller 1 collaboration

Thomas C Bolig 1 collaboration

Kathryn A Artis 1 collaboration

Raed A Dweik 1 collaboration

Bela Patel 1 collaboration

Curtis H Weiss 1 collaboration

Kevin C Wilson 1 collaboration

Anna R Gagliardi 1 collaboration

Sue Huckson 1 collaboration

Monika Nothacker 1 collaboration

Neill K J Adhikari 1 collaboration

Andre Carlos Kajdacsy-Balla Amaral 1 collaboration

Ian J Barbash 1 collaboration

W Graham Carlos 1 collaboration

Deena Kelly Costa 1 collaboration

Mark L Metersky 1 collaboration

Richard A Mularski 1 collaboration

Carey C Thomson 1 collaboration

Robert C Hyzy 1 collaboration

Carl F Haas 1 collaboration

Daniel Taylor 1 collaboration

Jonathan Motyka 1 collaboration

Meeta Prasad Kerlin 1 collaboration

John P Reilly 1 collaboration

Michael G S Shashaty 1 collaboration

Brian J Anderson 1 collaboration

Tiffanie K Jones 1 collaboration

Harrison M Drebin 1 collaboration

Caroline A G Ittner 1 collaboration

Nuala J Meyer 1 collaboration

Mohamad H Tiba 1 collaboration

Danielle C Leander 1 collaboration

Carmen I Colmenero 1 collaboration

Thomas L Flott 1 collaboration

J Scott VanEpps 1 collaboration

Rodney C Daniels 1 collaboration

Taylor C Standiford 1 collaboration

Noel R Baldwin 1 collaboration

Jessica A Cusac 1 collaboration

Kelli L McDonough 1 collaboration

Emily K Stoneman 1 collaboration

Laraine L Washer 1 collaboration

Christopher A Brown 1 collaboration

Daniel J Fergle 1 collaboration

Roderick A McDonald 1 collaboration

Joseph D Metcalf 1 collaboration

Keith S Kaye 1 collaboration

Robert J Woods 1 collaboration

Morten Hylander Møller 1 collaboration

Anders Granholm 1 collaboration

Zainab Al Duhailib 1 collaboration

Waleed Alhazzani 1 collaboration

Emilie Belley-Cote 1 collaboration

Simon Oczkowski 1 collaboration

Bharath Kumar Tirupakuzhi Vijayaraghavan 1 collaboration

Fredrik Sjövall 1 collaboration

Ethan Butler 1 collaboration

Fernando G Zampieri 1 collaboration

Rob Mac Sweeney 1 collaboration

Lennie P G Derde 1 collaboration

Ally Ruzycki-Chadwick 1 collaboration

Mervyn Mer 1 collaboration

Karen E A Burns 1 collaboration

Begüm Ergan 1 collaboration

Abdulrahman Al-Fares 1 collaboration

Bodil S Rasmussen 1 collaboration

Olav L Schjørring 1 collaboration

Anna K Barker 1 collaboration

Michael T Kenes 1 collaboration

Philip Yang 1 collaboration