STONY BROOK MEDICINE

Department of Biomedical Informatics

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Janos Hajagos

Department of Biomedical Informatics

Publications

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Use of Large Language Models for the Detection and Management of Incidental Lung Nodules

K. S. S. Bharadwaj, J. Ambut, Janos Hajagos, A.V. Sinhasane, M. Eckhardt, Rochelle Wong, Mary Saltz, Sahar Ahmad

ORCID match American Journal of Respiratory and Critical Care Medicine · 2025 · Found in OpenAlex

DOI: 10.1164/ajrccm.2025.211.abstracts.a5225

Choose for “Use of Large Language Models for the Detection and Management of Incidental Lung Nodules”

Natural language processing for kidney ultrasound analysis: correlating imaging reports with chronic kidney disease diagnosis

Chenlu Wang, Ritwik Banerjee, Harry Kuperstein, Hamza Malick, Ruqiyya Bano, Robin L. Cunningham, Hira Tahir, Priyal Sakhuja, Janos Hajagos, Farrukh M. Koraishy

ORCID match Renal Failure · 2025 · Found in OpenAlex, PubMed

DOI: 10.1080/0886022x.2025.2539938

Choose for “Natural language processing for kidney ultrasound analysis: correlating imaging reports with chronic kidney disease diagnosis”

Enhancing Aortic Aneurysm Surveillance: Transformer Natural Language Processing for Flagging and Measuring in Radiology Reports.

William Kartsonis, Paola Pastena, Janos Hajagos, Kelly Hirsch, Kevin Gilotra, Shamanth Murundi, Ashna Raiker, Chris de la Bastide, Camilo Martinez, Apostolos Tassiopoulos

Name match · unconfirmed Annals of vascular surgery · 2025 · Found in PubMed

DOI: 10.1016/j.avsg.2024.09.059

Choose for “Enhancing Aortic Aneurysm Surveillance: Transformer Natural Language Processing for Flagging and Measuring in Radiology Reports.”

Clinical encounter heterogeneity and methods for resolving in networked EHR data: a study from N3C and RECOVER programs.

Adit Anand, Emily Pfaff, Saaya Patel, Amin Manna, Janos Hajagos, Rachel Wong, Tellen D. Bennett, Christopher G. Chute, Peter Leese, Andrew T. Girvin, Richard A. Moffitt, Melissa Haendel, Yun Jae Yoo

ORCID match Carolina Digital Repository (University of North Carolina at Chapel Hill) · 2025 · Found in OpenAlex

DOI: 10.17615/ypfm-9b47

Choose for “Clinical encounter heterogeneity and methods for resolving in networked EHR data: a study from N3C and RECOVER programs.”

Clinical Characterization and Prediction of Clinical Severity of SARS-CoV-2 Infection Among US Adults Using Data From the US National COVID Cohort Collaborative

Andrew E. Williams, Katie R. Bradwell, Andrew T. Girvin, Kenneth Gersing, Yun Jae Yoo, Sandeep K. Mallipattu, Alina Denham, John Muschelli, Kristin Kostka, Stephanie Hong, National COVID Cohort Collaborative Consortium, Melissa Haendel, Mark M. Bissell, Julie A. McMurry, Andrew J. Neumann, Heidi Spratt, Xiaohan Tanner Zhang, Christopher P. Austin, Emily Pfaff, Richard A. Moffitt, Harold P. Lehmann, Carolyn Bremer, Hunter Jimenez, Matvey B. Palchuk, Elaine Hill, Justin Guinney, Adit Anand, Brian T. Garibaldi, Seth Russell, Tellen D. Bennett, Davera Gabriel, Zhenglong Qian, Michele Morris, James Brian Byrd, Jacob T. Wooldridge, Anita Walden, Benjamin Amor, Joel Saltz, Janos Hajagos, Richard L. Zhu, Amin Manna, Peter E. DeWitt, Nabeel Qureshi, Eli Levitt, Ramakanth Kavuluru, Christopher G. Chute

ORCID match Carolina Digital Repository (University of North Carolina at Chapel Hill) · 2025 · Found in OpenAlex

DOI: 10.17615/722t-5273

Choose for “Clinical Characterization and Prediction of Clinical Severity of SARS-CoV-2 Infection Among US Adults Using Data From the US National COVID Cohort Collaborative”

Use of Natural Language Processing and Deep Learning to Analyze Kidney Ultrasound Reports and Their Correlation with CKD Diagnosis

Farrukh M. Koraishy, Chenlu Wang, Ritwik Banerjee, Harry Kuperstein, Hamza Malick, Hira Tahir, Ruqiyya Bano, Priyal Sakhuja, Janos Hajagos

ORCID match Journal of the American Society of Nephrology · 2024 · Found in OpenAlex

DOI: 10.1681/asn.20245jpx18zf

Choose for “Use of Natural Language Processing and Deep Learning to Analyze Kidney Ultrasound Reports and Their Correlation with CKD Diagnosis”

Linking The Cancer Imaging Archive and GenBank to the National Clinical Cohort Collaborative

Ahmad Baghal, Joel Saltz, Tahsin Kurç, Prateek Prasanna, Samantha Baghal, Janos Hajagos, Erich Bremer, Shaymaa Al‐Shukri, Joshua L. Kennedy, Michael Rutherford, Tracy S. Nolan, Kirk Smith, Christopher G. Chute, Fred Prior

ORCID match Learning Health Systems · 2024 · Found in OpenAlex, PubMed

DOI: 10.1002/lrh2.10457

Choose for “Linking The Cancer Imaging Archive and GenBank to the National Clinical Cohort Collaborative”

A Case Demonstration of the Open Health Natural Language Processing Toolkit From the National COVID-19 Cohort Collaborative and the Researching COVID to Enhance Recovery Programs for a Natural Language Processing System for COVID-19 or Postacute Sequelae of SARS CoV-2 Infection: Algorithm Development and Validation

Andrew Wen, Liwei Wang, Huan He, Sunyang Fu, Sijia Liu, David A. Hanauer, Daniel R. Harris, Ramakanth Kavuluru, Rui Zhang, Karthik Natarajan, Nishanth Parameshwar Pavinkurve, Janos Hajagos, Sritha Rajupet, Veena Lingam, Mary Saltz, Corey Elowsky, Richard A. Moffitt, Farrukh M. Koraishy, Matvey B. Palchuk, Jordan Donovan, Lora Lingrey, Garo Stone-DerHagopian, Robert Miller, Andrew E. Williams, Peter Leese, Paul I Kovach, Emily Pfaff, Mikhail Zemmel, Robert D Pates, Nick Güthe, Melissa Haendel, Christopher G. Chute, Hongfang Liu, National COVID Cohort Collaborative, The RECOVER Initiative

ORCID match JMIR Medical Informatics · 2024 · Found in OpenAlex, PubMed

DOI: 10.2196/49997

Choose for “A Case Demonstration of the Open Health Natural Language Processing Toolkit From the National COVID-19 Cohort Collaborative and the Researching COVID to Enhance Recovery Programs for a Natural Language Processing System for COVID-19 or Postacute Sequelae of SARS CoV-2 Infection: Algorithm Development and Validation”

Underdiagnosis of Depression in Hemodialysis Patients

Raeesa Soomar, Reena Jose, Anuj Gupta, Morgan E. Davis, Janos Hajagos, Farrukh M. Koraishy

ORCID match Journal of the American Society of Nephrology · 2023 · Found in OpenAlex

DOI: 10.1681/asn.20233411s1525b

Choose for “Underdiagnosis of Depression in Hemodialysis Patients”

Investigation of commonly used aortic aneurysm growth rate metrics: Comparing their suitability for clinical and research applications

Kayley Abell-Hart, Janos Hajagos, Víctor García, James Kaan, Wei Zhu, Mary Saltz, Joel Saltz, Apostolos K. Tassiopoulos

ORCID match PLoS ONE · 2023 · Found in ORCID, OpenAlex, PubMed

DOI: 10.1371/journal.pone.0289078

Choose for “Investigation of commonly used aortic aneurysm growth rate metrics: Comparing their suitability for clinical and research applications”

Decision Tree Analysis to Study the Short- and Long-Term Renal Outcomes in Patients Hospitalized During the First Year of the COVID-19 Pandemic

Weihao Wang, Janos Hajagos, Laura J. Fochtmann, Wei Zhu, Farrukh M. Koraishy

ORCID match Journal of the American Society of Nephrology · 2023 · Found in OpenAlex

DOI: 10.1681/asn.20233411s1720b

Choose for “Decision Tree Analysis to Study the Short- and Long-Term Renal Outcomes in Patients Hospitalized During the First Year of the COVID-19 Pandemic”

Clinical encounter heterogeneity and methods for resolving in networked EHR data: a study from N3C and RECOVER programs

Peter Leese, Adit Anand, Andrew T. Girvin, Amin Manna, Saaya Patel, Yun Jae Yoo, Rachel Wong, Melissa Haendel, Christopher G. Chute, Tellen D. Bennett, Janos Hajagos, Emily Pfaff, Richard A. Moffitt

ORCID match Journal of the American Medical Informatics Association · 2023 · Found in OpenAlex, PubMed

DOI: 10.1093/jamia/ocad057

Choose for “Clinical encounter heterogeneity and methods for resolving in networked EHR data: a study from N3C and RECOVER programs”

An integrated LSTM-HeteroRGNN model for interpretable opioid overdose risk prediction

Xinyu Dong, Rachel Wong, Weimin Lyu, Kayley Abell-Hart, Jianyuan Deng, Yinan Liu, Janos Hajagos, Richard N. Rosenthal, Chao Chen, Fusheng Wang

ORCID match Artificial Intelligence in Medicine · 2023 · Found in OpenAlex, PubMed

DOI: 10.1016/j.artmed.2022.102439

Choose for “An integrated LSTM-HeteroRGNN model for interpretable opioid overdose risk prediction”

A Case Demonstration of the Open Health Natural Language Processing Toolkit From the National COVID-19 Cohort Collaborative and the Researching COVID to Enhance Recovery Programs for a Natural Language Processing System for COVID-19 or Postacute Sequelae of SARS CoV-2 Infection: Algorithm Development and Validation (Preprint)

Andrew Wen, Liwei Wang, Huan He, Sunyang Fu, Sijia Liu, David A. Hanauer, Daniel R. Harris, Ramakanth Kavuluru, Rui Zhang, Karthik Natarajan, Nishanth Parameshwar Pavinkurve, Janos Hajagos, Sritha Rajupet, Veena Lingam, Mary Saltz, Corey Elowsky, Richard A. Moffitt, Farrukh M. Koraishy, Matvey B. Palchuk, Jordan Donovan, Lora Lingrey, Garo Stone-DerHagopian, Robert Miller, Andrew E. Williams, Peter Leese, Paul I Kovach, Emily Pfaff, Mikhail Zemmel, Robert D Pates, Nick Güthe, Melissa Haendel, Christopher G. Chute, Hongfang Liu, National COVID Cohort Collaborative, The RECOVER Initiative

ORCID match · 2023 · Found in OpenAlex

DOI: 10.2196/preprints.49997

Choose for “A Case Demonstration of the Open Health Natural Language Processing Toolkit From the National COVID-19 Cohort Collaborative and the Researching COVID to Enhance Recovery Programs for a Natural Language Processing System for COVID-19 or Postacute Sequelae of SARS CoV-2 Infection: Algorithm Development and Validation (Preprint)”

Glycemic Control and Clinical Outcomes in U.S. Patients With COVID-19: Data From the National COVID Cohort Collaborative (N3C) Database

Rachel Wong, Margaret Hall, Rohith Vaddavalli, Adit Anand, Neha Arora, Carolyn T. Bramante, Víctor García, Steve Johnson, Mary Saltz, Jena Shaw Tronieri, Yun Jae Yoo, John B. Buse, Joel Saltz, Joshua D. Miller, Richard A. Moffitt, Tellen D. Bennett, Elena Casiraghi, Christopher G. Chute, Peter E. DeWitt, Michael D. Evans, Kenneth Gersing, Andrew T. Girvin, Melissa Haendel, Jeremy Harper, Janos Hajagos, Stephanie Hong, Jared D. Huling, Emily Pfaff, Jane E.B. Reusch, Til Stürmer‎, Kenneth J. Wilkins, Jacob T. Wooldridge

ORCID match Diabetes Care · 2022 · Found in OpenAlex

DOI: 10.2337/dc21-2186

Choose for “Glycemic Control and Clinical Outcomes in U.S. Patients With COVID-19: Data From the National COVID Cohort Collaborative (N3C) Database”

Effect of SARS-CoV-2 Infection and Infection Severity on Longer-Term Glycemic Control and Weight in People With Type 2 Diabetes

Rachel Wong, Rohith Vaddavalli, Margaret A. Hall, Monil V. Patel, Carolyn T. Bramante, Elena Casarighi, Steve Johnson, Veena Lingam, Joshua D. Miller, Jane E.B. Reusch, Mary Saltz, Til Stürmer‎, Jena Shaw Tronieri, Kenneth J. Wilkins, John B. Buse, Joel Saltz, Jared D. Huling, Richard A. Moffitt, Adit Anand, Tellen D. Bennett, Christopher G. Chute, Peter E. DeWitt, Michael D. Evans, Víctor García, Kenneth Gersing, Andrew T. Girvin, Melissa Haendel, Jeremy Harper, Janos Hajagos, Stephanie Hong, Emily Pfaff, Jacob T. Wooldridge, Yun Jae Yoo

ORCID match Diabetes Care · 2022 · Found in OpenAlex

DOI: 10.2337/dc22-0730

Choose for “Effect of SARS-CoV-2 Infection and Infection Severity on Longer-Term Glycemic Control and Weight in People With Type 2 Diabetes”

Clinical encounter heterogeneity and methods for resolving in networked EHR data: A study from N3C and RECOVER programs

Peter Leese, Adit Anand, Andrew T. Girvin, Amin Manna, Saaya Patel, Yun Jae Yoo, Rachel Wong, Melissa Haendel, Christopher G. Chute, Tellen D. Bennett, Janos Hajagos, Emily Pfaff, Richard A. Moffitt

ORCID match medRxiv · 2022 · Found in ORCID, OpenAlex

DOI: 10.1101/2022.10.14.22281106

Choose for “Clinical encounter heterogeneity and methods for resolving in networked EHR data: A study from N3C and RECOVER programs”

Characteristics, Outcomes, and Severity Risk Factors Associated With SARS-CoV-2 Infection Among Children in the US National COVID Cohort Collaborative

Blake Martin, Peter E. DeWitt, Seth Russell, Adit Anand, Katie R. Bradwell, Carolyn Bremer, Davera Gabriel, Andrew T. Girvin, Janos Hajagos, Julie A. McMurry, Andrew J. Neumann, Emily Pfaff, Anita Walden, Jacob T. Wooldridge, Yun Jae Yoo, Joel Saltz, Kenneth Gersing, Christopher G. Chute, Melissa Haendel, Richard A. Moffitt, Tellen D. Bennett

ORCID match JAMA Network Open · 2022 · Found in OpenAlex, PubMed

DOI: 10.1001/jamanetworkopen.2021.43151

Choose for “Characteristics, Outcomes, and Severity Risk Factors Associated With SARS-CoV-2 Infection Among Children in the US National COVID Cohort Collaborative”

An Integrated LSTM-HeteroRGNN Model for Interpretable Opioid Overdose Risk Prediction

Xinyu Dong, Rachel Wong, Weimin Lyu, Kayley Abell-Hart, Jianyuan Deng, Yinan Liu, Janos Hajagos, Richard N. Rosenthal, Chao Chen, Fusheng Wang

ORCID match SSRN Electronic Journal · 2022 · Found in OpenAlex

DOI: 10.2139/ssrn.4007155

Choose for “An Integrated LSTM-HeteroRGNN Model for Interpretable Opioid Overdose Risk Prediction”

A method for comparing multiple imputation techniques: a case study on the U.S. National COVID Cohort Collaborative

Elena Casiraghi, Rachel Wong, Margaret Hall, Ben Coleman, Marco Notaro, Michael D. Evans, Jena Shaw Tronieri, Hannah Blau, Bryan Laraway, Tiffany J. Callahan, Lauren Chan, Carolyn T. Bramante, John B. Buse, Richard A. Moffitt, Til Stürmer‎, Steve Johnson, Yu Raymond Shao, Justin Reese, Peter N. Robinson, Alberto Paccanaro, Giorgio Valentini, Jared D. Huling, Kenneth J. Wilkins, :, Tell Bennet, Christopher G. Chute, Peter E. DeWitt, Kenneth Gersing, Andrew T. Girvin, Melissa Haendel, Jeremy Harper, Janos Hajagos, Stephanie Hong, Emily Pfaff, Jane E.B. Reusch, Corneliu Antoniescu, Kimberly Robaski

ORCID match arXiv (Cornell University) · 2022 · Found in OpenAlex

DOI: 10.48550/arxiv.2206.06444

Choose for “A method for comparing multiple imputation techniques: a case study on the U.S. National COVID Cohort Collaborative”

The National COVID Cohort Collaborative: Clinical Characterization and Early Severity Prediction

Tellen D. Bennett, Richard A. Moffitt, Janos Hajagos, Benjamin Amor, Adit Anand, Mark M. Bissell, Katie R. Bradwell, Carolyn Bremer, James Brian Byrd, Alina Denham, Peter E. DeWitt, Davera Gabriel, Brian T. Garibaldi, Andrew T. Girvin, Justin Guinney, Elaine Hill, Stephanie Hong, Hunter Jimenez, Ramakanth Kavuluru, Kristin Kostka, Harold P. Lehmann, Eli Levitt, Sandeep K. Mallipattu, Amin Manna, Julie A. McMurry, Michele Morris, John Muschelli, Andrew J. Neumann, Matvey B. Palchuk, Emily Pfaff, Zhenglong Qian, Nabeel Qureshi, Seth Russell, Heidi Spratt, Anita Walden, Andrew E. Williams, Jacob T. Wooldridge, Yun Jae Yoo, Xiaohan Tanner Zhang, Richard L. Zhu, Christopher P. Austin, Joel Saltz, Kenneth Gersing, Melissa Haendel, Christopher G. Chute

ORCID match medRxiv · 2021 · Found in ORCID, OpenAlex, PubMed

DOI: 10.1101/2021.01.12.21249511

Choose for “The National COVID Cohort Collaborative: Clinical Characterization and Early Severity Prediction”

Synergies between centralized and federated approaches to data quality: a report from the national COVID cohort collaborative

Emily Pfaff, Andrew T. Girvin, Davera Gabriel, Kristin Kostka, Michele Morris, Matvey B. Palchuk, Harold P. Lehmann, Benjamin Amor, Mark M. Bissell, Katie R. Bradwell, Sigfried Gold, Stephanie Hong, Johanna Loomba, Amin Manna, Julie A. McMurry, Emily Niehaus, Nabeel Qureshi, Anita Walden, Xiaohan Tanner Zhang, Richard L. Zhu, Richard A. Moffitt, Melissa Haendel, Christopher G. Chute, William G. Adams, Shaymaa Al‐Shukri, Alfred Anzalone, Ahmad Baghal, Tellen D. Bennett, Elmer V. Bernstam, Elmer V. Bernstam, Mark M. Bissell, Brian Bush, Thomas R. Campion, Víctor M. Castro, Jack Chang, Deepa D Chaudhari, Wenjin Chen, San Chu, James J. Cimino, Keith A. Crandall, Mark Crooks, Sara J. Deakyne Davies, John DiPalazzo, David A. Dorr, Daniel Eckrich, Sarah E Eltinge, Daniel Fort, George Golovko, Snehil Gupta, Melissa Haendel, Janos Hajagos, David A. Hanauer, Brett Harnett, Ronald Horswell, Nancy Huang, Steve Johnson, Michael G. Kahn, Kamil Khanipov, Curtis Kieler, Katherine Ruiz De Luzuriaga, Sarah E. Maidlow, A. Pérez Martínez, Jomol Mathew, James C. McClay, Gabriel McMahan, Brian Melancon, Stephane Meystre, Lucio Miele, Hiroki Morizono, Ray Pablo, Lav P. Patel, Jimmy Phuong, Daniel J Popham, Claudia Pulgarin, Carlos Antônio do Nascimento Santos, Indra Neil Sarkar, Nancy Sazo, Soko Setoguchi, Selvin Soby, Sirisha Surampalli, Christine Suver, Uma Maheswara Reddy Vangala, Shyam Visweswaran, James von Oehsen, Kellie M Walters, Laura K. Wiley, David A. Williams, Adrian Zai

ORCID match Journal of the American Medical Informatics Association · 2021 · Found in OpenAlex

DOI: 10.1093/jamia/ocab217

Choose for “Synergies between centralized and federated approaches to data quality: a report from the national COVID cohort collaborative”

Clinical Characterization and Prediction of Clinical Severity of SARS-CoV-2 Infection Among US Adults Using Data From the US National COVID Cohort Collaborative

Tellen D. Bennett, Richard A. Moffitt, Janos Hajagos, Benjamin Amor, Adit Anand, Mark M. Bissell, Katie R. Bradwell, Carolyn Bremer, James Brian Byrd, Alina Denham, Peter E. DeWitt, Davera Gabriel, Brian T. Garibaldi, Andrew T. Girvin, Justin Guinney, Elaine Hill, Stephanie Hong, Hunter Jimenez, Ramakanth Kavuluru, Kristin Kostka, Harold P. Lehmann, Eli Levitt, Sandeep K. Mallipattu, Amin Manna, Julie A. McMurry, Michele Morris, John Muschelli, Andrew J. Neumann, Matvey B. Palchuk, Emily Pfaff, Zhenglong Qian, Nabeel Qureshi, Seth Russell, Heidi Spratt, Anita Walden, Andrew E. Williams, Jacob T. Wooldridge, Yun Jae Yoo, Xiaohan Tanner Zhang, Richard L. Zhu, Christopher P. Austin, Joel Saltz, Kenneth Gersing, Melissa Haendel, Christopher G. Chute, Joel Gagnier, Siqing Hu, Kanchan Lota, Sarah E. Maidlow, David A. Hanauer, Kevin J. Weatherwax, Nikhila Gandrakota, Rishikesan Kamaleswaran, Greg S. Martin, Jingjing Qian, Jason E. Farley, Patricia A. Francis, Dazhi Jiao, Hadi Kharrazi, Justin Reese, Mariam Deacy, Usman Ullah Sheikh, Jake Y. Chen, Michael Quinn Patton, T. Bennett Ramsey, Jasvinder A. Singh, James J. Cimino, Jing Su, William G. Adams, Timothy Q. Duong, John B. Buse, Jessica Y. Islam, Jihad S. Obeid, Stephane Meystre, Steve Patterson, Misha Zemmel, Ron Grider, A. Pérez Martínez, Carlos Antônio do Nascimento Santos, Julian Solway, Ryan G. Chiu, Gerald B. Brown, Jia-Feng Cui, Sharon X. Liang, Kamil Khanipov, Jeremy Harper, Peter J. Embí, David Eichmann, Boyd M. Knosp, William B. Hillegass, Chunlei Wu, James R. Aaron, Darren W. Henderson, Muhammad Gul, Tamela Harper, Daniel R. Harris, Jeffery Talbert, Neil Bahroos, Steven M. Dubinett, Jomol Mathew

ORCID match JAMA Network Open · 2021 · Found in OpenAlex, PubMed

DOI: 10.1001/jamanetworkopen.2021.16901

Choose for “Clinical Characterization and Prediction of Clinical Severity of SARS-CoV-2 Infection Among US Adults Using Data From the US National COVID Cohort Collaborative”

Children with SARS-CoV-2 in the National COVID Cohort Collaborative (N3C)

Blake Martin, Peter E. DeWitt, Seth Russell, Adit Anand, Katie R. Bradwell, Carolyn Bremer, Davera Gabriel, Andrew T. Girvin, Janos Hajagos, Julie A. McMurry, Andrew J. Neumann, Emily Pfaff, Anita Walden, Jacob T. Wooldridge, Yun Jae Yoo, Joel Saltz, Kenneth Gersing, Christopher G. Chute, Melissa Haendel, Richard A. Moffitt, Tellen D. Bennett

ORCID match medRxiv · 2021 · Found in ORCID, OpenAlex, PubMed

DOI: 10.1101/2021.07.19.21260767

Choose for “Children with SARS-CoV-2 in the National COVID Cohort Collaborative (N3C)”

Supplementary Material for: Association of Proteinuria and Hematuria with Acute Kidney Injury and Mortality in Hospitalized Patients with COVID-19

Imran Chaudhri, Richard A. Moffitt, Erin Taub, Raji R. Annadi, Minh Hoai, Olena Bolotova, Jeanwoo Yoo, Simrat Dhaliwal, Haseena Sahib, Farah Daccueil, Janos Hajagos, Mary Saltz, Joel Saltz, Sandeep K. Mallipattu, Farrukh M. Koraishy

ORCID match Figshare · 2020 · Found in OpenAlex

DOI: 10.6084/m9.figshare.13213565

Choose for “Supplementary Material for: Association of Proteinuria and Hematuria with Acute Kidney Injury and Mortality in Hospitalized Patients with COVID-19”

SMOOTH-GAN: Towards Sharp and Smooth Synthetic EHR Data Generation

Sina Rashidian, Fusheng Wang, Richard A. Moffitt, Víctor García, Anurag Dutt, Wei Chang, Vishwam Pandya, Janos Hajagos, Mary Saltz, Joel Saltz

ORCID match Lecture notes in computer science · 2020 · Found in OpenAlex

DOI: 10.1007/978-3-030-59137-3_4

Choose for “SMOOTH-GAN: Towards Sharp and Smooth Synthetic EHR Data Generation”

Geospatial Distribution and Predictors of Mortality in Hospitalized Patients With COVID-19: A Cohort Study

Sandeep K. Mallipattu, Randeep S. Jawa, Richard A. Moffitt, Janos Hajagos, Bettina C. Fries, Sharon Nachman, Tong J. Gan, Mary Saltz, Joel Saltz, Kenneth Kaushansky, Hal A. Skopicki, Kayley Abell-Hart, Irtaza Chaudhri, Juan Deng, Víctor García, Sujoy Gayen, Tahsin Kurç, Olena Bolotova, Jeanwoo Yoo, Simrat Dhaliwal, Nisha Nataraj, Siao Sun, C Tsai, Y Wang, Sadia Abbasi, Rang Abdullah, Sahar Ahmad, K Bai, Elliott Bennett‐Guerrero, Alicia S. Chua, Carol A. Gomes, Martin I. Griffel, Andreas P. Kalogeropoulos, D Kiamanesh, N Kim, Farrukh M. Koraishy, V Lingham, Mohamed G. Mansour, Luis A. Marcos, Joshua D. Miller, S Poovathor, Jerry A. Rubano, Daniel N. Rutigliano, M Sands, Carolyn Santora, Jonathon Schwartz, Kenneth R. Shroyer, Sonja Spitzer, Alison Stopeck, Mark A. Talamini, Mathew Tharakan, James A. Vosswinkel, William A. Wertheim, Sandeep K. Mallipattu, Randeep S. Jawa, Richard A. Moffitt, Janos Hajagos, Bettina C. Fries, Sharon Nachman, Tong J. Gan, Mary Saltz, Joel Saltz, Kenneth Kaushansky, Hal A. Skopicki, Kayley Abell-Hart, Irtaza Chaudhri, Juan Deng, Víctor García, Sujoy Gayen, Tahsin Kurç, Olena Bolotova, Jeanwoo Yoo, Simrat Dhaliwal, Nisha Nataraj, Siao Sun, C Tsai, Y Wang, Sadia Abbasi, Rang Abdullah, Sahar Ahmad, K Bai, Elliott Bennett‐Guerrero, Alicia S. Chua, Carol A. Gomes, Martin I. Griffel, Andreas P. Kalogeropoulos, D Kiamanesh, N Kim, Farrukh M. Koraishy, V Lingham, Mohamed G. Mansour, Luis A. Marcos, Joshua D. Miller, S Poovathor, Jerry A. Rubano, Daniel N. Rutigliano, M Sands, Carolyn Santora, Jonathon Schwartz, Kenneth R. Shroyer

ORCID match Open Forum Infectious Diseases · 2020 · Found in ORCID, OpenAlex

DOI: 10.1093/ofid/ofaa436

Choose for “Geospatial Distribution and Predictors of Mortality in Hospitalized Patients With COVID-19: A Cohort Study”

Detecting Miscoded Diabetes Diagnosis Codes in Electronic Health Records for Quality Improvement: Temporal Deep Learning Approach (Preprint)

Sina Rashidian, Kayley Abell-Hart, Janos Hajagos, Richard A. Moffitt, Veena Lingam, Víctor García, Chao-Wei Tsai, Fusheng Wang, Xinyu Dong, Siao Sun, Jianyuan Deng, Rajarsi Gupta, Joshua D. Miller, Joel Saltz, Mary Saltz

ORCID match · 2020 · Found in OpenAlex

DOI: 10.2196/preprints.22649

Choose for “Detecting Miscoded Diabetes Diagnosis Codes in Electronic Health Records for Quality Improvement: Temporal Deep Learning Approach (Preprint)”

Detecting Miscoded Diabetes Diagnosis Codes in Electronic Health Records for Quality Improvement: Temporal Deep Learning Approach

Sina Rashidian, Kayley Abell-Hart, Janos Hajagos, Richard A. Moffitt, Veena Lingam, Víctor García, Chao-Wei Tsai, Fusheng Wang, Xinyu Dong, Siao Sun, Jianyuan Deng, Rajarsi Gupta, Joshua D. Miller, Joel Saltz, Mary Saltz

ORCID match JMIR Medical Informatics · 2020 · Found in ORCID, OpenAlex, PubMed

DOI: 10.2196/22649

Choose for “Detecting Miscoded Diabetes Diagnosis Codes in Electronic Health Records for Quality Improvement: Temporal Deep Learning Approach”

Association of Proteinuria and Hematuria with Acute Kidney Injury and Mortality in Hospitalized Patients with COVID-19

Imran Chaudhri, Richard A. Moffitt, Erin Taub, Raji R. Annadi, Minh Hoai, Olena Bolotova, Jeanwoo Yoo, Simrat Dhaliwal, Haseena Sahib, Farah Daccueil, Janos Hajagos, Mary Saltz, Joel Saltz, Sandeep K. Mallipattu, Farrukh M. Koraishy

ORCID match Kidney & Blood Pressure Research · 2020 · Found in ORCID, OpenAlex, PubMed

DOI: 10.1159/000511946

Choose for “Association of Proteinuria and Hematuria with Acute Kidney Injury and Mortality in Hospitalized Patients with COVID-19”

Evaluation of VTE prophylaxis and the impact of alternate regimens on post-operative bleeding and thrombotic complications following bariatric procedures.

Maria S. Altieri, Jie Yang, Janos Hajagos, Konstantinos Spaniolas, Jihye Park, Antonios Gasparis, Andrew Bates, Salvatore Docimo, Mark A. Talamini, A. Laurie Shroyer, Aurora D. Pryor

ORCID match Surgical endoscopy · 2018 · Found in ORCID, OpenAlex, PubMed

DOI: 10.1007/s00464-018-6231-z

Choose for “Evaluation of VTE prophylaxis and the impact of alternate regimens on post-operative bleeding and thrombotic complications following bariatric procedures.”

Disease phenotyping using deep learning: A diabetes case study

Sina Rashidian, Janos Hajagos, Richard A. Moffitt, Fusheng Wang, Xinyu Dong, Kayley Abell-Hart, Kimberly Noel, Rajarsi Gupta, Mathew Tharakan, Veena Lingam, Joel Saltz, Mary Saltz

ORCID match arXiv (Cornell University) · 2018 · Found in OpenAlex

DOI: 10.48550/arxiv.1811.11818

Choose for “Disease phenotyping using deep learning: A diabetes case study”

DocGraph subsets for StrataRX tutorial

Janos Hajagos

ORCID match Figshare · 2013 · Found in OpenAlex

DOI: 10.6084/m9.figshare.818983

Choose for “DocGraph subsets for StrataRX tutorial”

DocGraph subsets for StrataRX tutorial

Janos Hajagos

ORCID match Figshare · 2013 · Found in OpenAlex

DOI: 10.6084/m9.figshare.818983.v1

Choose for “DocGraph subsets for StrataRX tutorial”

Emerging practices for mapping and linking life sciences data using RDF - A case series

Michael S. Marshall, Richard D. Boyce, Helena Deus, Jun Zhao, Egon Willighagen, Matthias Samwald, Elgar Pichler, Janos Hajagos, Eric Prud’hommeaux, Susie Stephens

ORCID match Journal of Web Semantics · 2012 · Found in ORCID, OpenAlex

DOI: 10.1016/j.websem.2012.02.003

Choose for “Emerging practices for mapping and linking life sciences data using RDF - A case series”

Emerging Practices for Mapping and Linking Life Sciences Data Using RDF - A Case Series

Michael S. Marshall, Richard D. Boyce, Helena Deus, Jun Zhao, Egon Willighagen, Matthias Samwald, Elgar Pichler, Janos Hajagos, Eric Pruddhommeaux, Susie Stephens

ORCID match SSRN Electronic Journal · 2012 · Found in OpenAlex

DOI: 10.2139/ssrn.3198960

Choose for “Emerging Practices for Mapping and Linking Life Sciences Data Using RDF - A Case Series”

Linked open drug data for pharmaceutical research and development

Matthias Samwald, Anja Jentzsch, Christopher M. L. S. Bouton, Claus Stie Kallesøe, Egon Willighagen, Janos Hajagos, Michael S. Marshall, Eric Prud’hommeaux, Oktie Hassanzadeh, Elgar Pichler, Susie Stephens

ORCID match Journal of Cheminformatics · 2011 · Found in ORCID, OpenAlex, PubMed

DOI: 10.1186/1758-2946-3-19

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Interval versions of statistical techniques with applications to environmental analysis, bioinformatics, and privacy in statistical databases

Владик Крейнович, Luc Longpré, Scott A. Starks, Gang Xiang, Jan Beck, Raj Kandathi, Asis Nayak, Scott Ferson, Janos Hajagos

ORCID match Journal of Computational and Applied Mathematics · 2007 · Found in ORCID, OpenAlex

DOI: 10.1016/j.cam.2005.07.041

Choose for “Interval versions of statistical techniques with applications to environmental analysis, bioinformatics, and privacy in statistical databases”

Towards Combining Probabilistic and Interval Uncertainty in Engineering Calculations: Algorithms for Computing Statistics under Interval Uncertainty, and Their Computational Complexity

Владик Крейнович, Gang Xiang, Scott A. Starks, Luc Longpré, Martine Ceberio, Roberto Araiza, Jan Beck, Raj Kandathi, Asis Nayak, Roberto Torres, Janos Hajagos

ORCID match Reliable Computing · 2006 · Found in ORCID, OpenAlex

DOI: 10.1007/s11155-006-9015-4

Choose for “Towards Combining Probabilistic and Interval Uncertainty in Engineering Calculations: Algorithms for Computing Statistics under Interval Uncertainty, and Their Computational Complexity”

Growth Rates under Interval Uncertainty

Janos Hajagos, Владик Крейнович

ORCID match scholarworks - UTEP (The University of Texas at El Paso) · 2006 · Found in OpenAlex

Choose for “Growth Rates under Interval Uncertainty”
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