Immune complement and coagulation dysfunction in adverse outcomes of SARS-CoV-2 infection
Ramlall, Vijendra, Thangaraj, Phyllis M., Meydan, Cem, Foox, Jonathan, Butler, Daniel, Kim, Jacob, May, Ben, De Freitas, Jessica K., Glicksberg, Benjamin S., Mason, Christopher E., Tatonetti, Nicholas P., Shapira, Sagi D.
Published in Nature medicine (01.10.2020)
Published in Nature medicine (01.10.2020)
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Journal Article
Deep learning and the electrocardiogram: review of the current state-of-the-art
Somani, Sulaiman, Russak, Adam J, Richter, Felix, Zhao, Shan, Vaid, Akhil, Chaudhry, Fayzan, De Freitas, Jessica K, Naik, Nidhi, Miotto, Riccardo, Nadkarni, Girish N, Narula, Jagat, Argulian, Edgar, Glicksberg, Benjamin S
Published in Europace (London, England) (10.02.2021)
Published in Europace (London, England) (10.02.2021)
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Journal Article
Characterization of Patients Who Return to Hospital Following Discharge from Hospitalization for COVID-19
Somani, Sulaiman S., Richter, Felix, Fuster, Valentin, De Freitas, Jessica K., Naik, Nidhi, Sigel, Keith, Bottinger, Erwin P, Levin, Matthew A., Fayad, Zahi, Just, Allan C., Charney, Alexander W., Zhao, Shan, Glicksberg, Benjamin S., Lala, Anuradha, Nadkarni, Girish N.
Published in Journal of general internal medicine : JGIM (01.10.2020)
Published in Journal of general internal medicine : JGIM (01.10.2020)
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Journal Article
Cell cycle-dependent phosphorylation regulates RECQL4 pathway choice and ubiquitination in DNA double-strand break repair
Lu, Huiming, Shamanna, Raghavendra A., de Freitas, Jessica K., Okur, Mustafa, Khadka, Prabhat, Kulikowicz, Tomasz, Holland, Priscella P., Tian, Jane, Croteau, Deborah L., Davis, Anthony J., Bohr, Vilhelm A.
Published in Nature communications (11.12.2017)
Published in Nature communications (11.12.2017)
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Journal Article
Association of SARS-CoV-2 viral load at admission with in-hospital acute kidney injury: A retrospective cohort study
Paranjpe, Ishan, Chaudhary, Kumardeep, Johnson, Kipp W, Jaladanki, Suraj K, Zhao, Shan, De Freitas, Jessica K, Pujdas, Elisabet, Chaudhry, Fayzan, Bottinger, Erwin P, Levin, Matthew A, Fayad, Zahi A, Charney, Alexander W, Houldsworth, Jane, Cordon-Cardo, Carlos, Glicksberg, Benjamin S, Nadkarni, Girish N
Published in PloS one (24.02.2021)
Published in PloS one (24.02.2021)
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Journal Article
Sleep in the Natural Environment: A Pilot Study
Chaudhry, Fayzan F, Danieletto, Matteo, Golden, Eddye, Scelza, Jerome, Botwin, Greg, Shervey, Mark, De Freitas, Jessica K, Paranjpe, Ishan, Nadkarni, Girish N, Miotto, Riccardo, Glowe, Patricia, Stock, Greg, Percha, Bethany, Zimmerman, Noah, Dudley, Joel T, Glicksberg, Benjamin S
Published in Sensors (Basel, Switzerland) (03.03.2020)
Published in Sensors (Basel, Switzerland) (03.03.2020)
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Journal Article
Derivation and Validation of Genome-Wide Polygenic Score for Ischemic Heart Failure
Paranjpe, Ishan, Tsao, Noah L, De Freitas, Jessica K, Judy, Renae, Chaudhary, Kumardeep, Forrest, Iain S, Jaladanki, Suraj K, Paranjpe, Manish, Sharma, Pranav, Glicksberg, Benjamin S, Narula, Jagat, Do, Ron, Damrauer, Scott M, Nadkarni, Girish N
Published in Journal of the American Heart Association (16.11.2021)
Published in Journal of the American Heart Association (16.11.2021)
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Journal Article
Prevalence and Impact of Myocardial Injury in Patients Hospitalized With COVID-19 Infection
Lala, Anuradha, Johnson, Kipp W., Januzzi, James L., Russak, Adam J., Paranjpe, Ishan, Richter, Felix, Zhao, Shan, Somani, Sulaiman, Van Vleck, Tielman, Vaid, Akhil, Chaudhry, Fayzan, De Freitas, Jessica K., Fayad, Zahi A., Pinney, Sean P., Levin, Matthew, Charney, Alexander, Bagiella, Emilia, Narula, Jagat, Glicksberg, Benjamin S., Nadkarni, Girish, Mancini, Donna M., Fuster, Valentin
Published in Journal of the American College of Cardiology (04.08.2020)
Published in Journal of the American College of Cardiology (04.08.2020)
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Journal Article
Coronavirus 2019 and People Living With Human Immunodeficiency Virus: Outcomes for Hospitalized Patients in New York City
Sigel, Keith, Swartz, Talia, Golden, Eddye, Paranjpe, Ishan, Somani, Sulaiman, Richter, Felix, De Freitas, Jessica K, Miotto, Riccardo, Zhao, Shan, Polak, Paz, Mutetwa, Tinaye, Factor, Stephanie, Mehandru, Saurabh, Mullen, Michael, Cossarini, Francesca, Bottinger, Erwin, Fayad, Zahi, Merad, Miriam, Gnjatic, Sacha, Aberg, Judith, Charney, Alexander, Nadkarni, Girish, Glicksberg, Benjamin S
Published in Clinical infectious diseases (31.12.2020)
Published in Clinical infectious diseases (31.12.2020)
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Journal Article
Machine Learning to Predict Mortality and Critical Events in a Cohort of Patients With COVID-19 in New York City: Model Development and Validation
Vaid, Akhil, Somani, Sulaiman, Russak, Adam J, De Freitas, Jessica K, Chaudhry, Fayzan F, Paranjpe, Ishan, Johnson, Kipp W, Lee, Samuel J, Miotto, Riccardo, Richter, Felix, Zhao, Shan, Beckmann, Noam D, Naik, Nidhi, Kia, Arash, Timsina, Prem, Lala, Anuradha, Paranjpe, Manish, Golden, Eddye, Danieletto, Matteo, Singh, Manbir, Meyer, Dara, O'Reilly, Paul F, Huckins, Laura, Kovatch, Patricia, Finkelstein, Joseph, Freeman, Robert M, Argulian, Edgar, Kasarskis, Andrew, Percha, Bethany, Aberg, Judith A, Bagiella, Emilia, Horowitz, Carol R, Murphy, Barbara, Nestler, Eric J, Schadt, Eric E, Cho, Judy H, Cordon-Cardo, Carlos, Fuster, Valentin, Charney, Dennis S, Reich, David L, Bottinger, Erwin P, Levin, Matthew A, Narula, Jagat, Fayad, Zahi A, Just, Allan C, Charney, Alexander W, Nadkarni, Girish N, Glicksberg, Benjamin S
Published in Journal of medical Internet research (06.11.2020)
Published in Journal of medical Internet research (06.11.2020)
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Journal Article
Federated Learning of Electronic Health Records to Improve Mortality Prediction in Hospitalized Patients With COVID-19: Machine Learning Approach
Vaid, Akhil, Jaladanki, Suraj K, Xu, Jie, Teng, Shelly, Kumar, Arvind, Lee, Samuel, Somani, Sulaiman, Paranjpe, Ishan, De Freitas, Jessica K, Wanyan, Tingyi, Johnson, Kipp W, Bicak, Mesude, Klang, Eyal, Kwon, Young Joon, Costa, Anthony, Zhao, Shan, Miotto, Riccardo, Charney, Alexander W, Böttinger, Erwin, Fayad, Zahi A, Nadkarni, Girish N, Wang, Fei, Glicksberg, Benjamin S
Published in JMIR medical informatics (27.01.2021)
Published in JMIR medical informatics (27.01.2021)
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Journal Article
Hospitalised COVID-19 patients of the Mount Sinai Health System: a retrospective observational study using the electronic medical records
Wang, Zichen, Zheutlin, Amanda, Kao, Yu-Han, Ayers, Kristin, Gross, Susan, Kovatch, Patricia, Nirenberg, Sharon, Charney, Alexander, Nadkarni, Girish, De Freitas, Jessica K, O’Reilly, Paul, Just, Allan, Horowitz, Carol, Martin, Glenn, Branch, Andrea, Glicksberg, Benjamin S, Charney, Dennis, Reich, David, Oh, William K, Schadt, Eric, Chen, Rong, Li, Li
Published in BMJ open (26.10.2020)
Published in BMJ open (26.10.2020)
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Journal Article
Machine Learning in Cardiology—Ensuring Clinical Impact Lives Up to the Hype
Russak, Adam J., Chaudhry, Farhan, De Freitas, Jessica K., Baron, Garrett, Chaudhry, Fayzan F., Bienstock, Solomon, Paranjpe, Ishan, Vaid, Akhil, Ali, Mohsin, Zhao, Shan, Somani, Sulaiman, Richter, Felix, Bawa, Tejeshwar, Levy, Phillip D., Miotto, Riccardo, Nadkarni, Girish N., Johnson, Kipp W., Glicksberg, Benjamin S.
Published in Journal of Cardiovascular Pharmacology and Therapeutics (01.09.2020)
Published in Journal of Cardiovascular Pharmacology and Therapeutics (01.09.2020)
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Book Review
Journal Article
Retrospective cohort study of clinical characteristics of 2199 hospitalised patients with COVID-19 in New York City
Paranjpe, Ishan, Russak, Adam J, De Freitas, Jessica K, Lala, Anuradha, Miotto, Riccardo, Vaid, Akhil, Johnson, Kipp W, Danieletto, Matteo, Golden, Eddye, Meyer, Dara, Singh, Manbir, Somani, Sulaiman, Kapoor, Arjun, O'Hagan, Ross, Manna, Sayan, Nangia, Udit, Jaladanki, Suraj K, O’Reilly, Paul, Huckins, Laura M, Glowe, Patricia, Kia, Arash, Timsina, Prem, Freeman, Robert M, Levin, Matthew A, Jhang, Jeffrey, Firpo, Adolfo, Kovatch, Patricia, Finkelstein, Joseph, Aberg, Judith A, Bagiella, Emilia, Horowitz, Carol R, Murphy, Barbara, Fayad, Zahi A, Narula, Jagat, Nestler, Eric J, Fuster, V, Cordon-Cardo, Carlos, Charney, Dennis, Reich, David L, Just, Allan, Bottinger, Erwin P, Charney, Alexander W, Glicksberg, Benjamin S, Nadkarni, Girish N
Published in BMJ open (27.11.2020)
Published in BMJ open (27.11.2020)
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Journal Article
Contrastive learning improves critical event prediction in COVID-19 patients
Wanyan, Tingyi, Honarvar, Hossein, Jaladanki, Suraj K., Zang, Chengxi, Naik, Nidhi, Somani, Sulaiman, De Freitas, Jessica K., Paranjpe, Ishan, Vaid, Akhil, Zhang, Jing, Miotto, Riccardo, Wang, Zhangyang, Nadkarni, Girish N., Zitnik, Marinka, Azad, Ariful, Wang, Fei, Ding, Ying, Glicksberg, Benjamin S.
Published in Patterns (New York, N.Y.) (10.12.2021)
Published in Patterns (New York, N.Y.) (10.12.2021)
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Journal Article
Phe2vec: Automated disease phenotyping based on unsupervised embeddings from electronic health records
De Freitas, Jessica K., Johnson, Kipp W., Golden, Eddye, Nadkarni, Girish N., Dudley, Joel T., Bottinger, Erwin P., Glicksberg, Benjamin S., Miotto, Riccardo
Published in Patterns (New York, N.Y.) (10.09.2021)
Published in Patterns (New York, N.Y.) (10.09.2021)
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Journal Article
Relational Learning Improves Prediction of Mortality in COVID-19 in the Intensive Care Unit
Wanyan, Tingyi, Vaid, Akhil, De Freitas, Jessica K, Somani, Sulaiman, Miotto, Riccardo, Nadkarni, Girish N., Azad, Ariful, Ding, Ying, Glicksberg, Benjamin S.
Published in IEEE transactions on big data (01.03.2021)
Published in IEEE transactions on big data (01.03.2021)
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Journal Article
Development of a machine learning model using electrocardiogram signals to improve acute pulmonary embolism screening
Somani, Sulaiman S, Honarvar, Hossein, Narula, Sukrit, Landi, Isotta, Lee, Shawn, Khachatoorian, Yeraz, Rehmani, Arsalan, Kim, Andrew, De Freitas, Jessica K, Teng, Shelly, Jaladanki, Suraj, Kumar, Arvind, Russak, Adam, Zhao, Shan P, Freeman, Robert, Levin, Matthew A, Nadkarni, Girish N, Kagen, Alexander C, Argulian, Edgar, Glicksberg, Benjamin S
Published in European heart journal. Digital health (01.03.2022)
Published in European heart journal. Digital health (01.03.2022)
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Journal Article