Deep learning for healthcare: review, opportunities and challenges
Miotto, Riccardo, Wang, Fei, Wang, Shuang, Jiang, Xiaoqian, Dudley, Joel T
Published in Briefings in bioinformatics (27.11.2018)
Published in Briefings in bioinformatics (27.11.2018)
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Journal Article
Deep Patient: An Unsupervised Representation to Predict the Future of Patients from the Electronic Health Records
Miotto, Riccardo, Li, Li, Kidd, Brian A., Dudley, Joel T.
Published in Scientific reports (17.05.2016)
Published in Scientific reports (17.05.2016)
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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
Deep representation learning of electronic health records to unlock patient stratification at scale
Landi, Isotta, Glicksberg, Benjamin S., Lee, Hao-Chih, Cherng, Sarah, Landi, Giulia, Danieletto, Matteo, Dudley, Joel T., Furlanello, Cesare, Miotto, Riccardo
Published in NPJ digital medicine (17.07.2020)
Published in NPJ digital medicine (17.07.2020)
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Journal Article
A functional genomics predictive network model identifies regulators of inflammatory bowel disease
Peters, Lauren A, Perrigoue, Jacqueline, Mortha, Arthur, Iuga, Alina, Song, Won-min, Neiman, Eric M, Llewellyn, Sean R, Di Narzo, Antonio, Kidd, Brian A, Telesco, Shannon E, Zhao, Yongzhong, Stojmirovic, Aleksandar, Sendecki, Jocelyn, Shameer, Khader, Miotto, Riccardo, Losic, Bojan, Shah, Hardik, Lee, Eunjee, Wang, Minghui, Faith, Jeremiah J, Kasarskis, Andrew, Brodmerkel, Carrie, Curran, Mark, Das, Anuk, Friedman, Joshua R, Fukui, Yoshinori, Humphrey, Mary Beth, Iritani, Brian M, Sibinga, Nicholas, Tarrant, Teresa K, Argmann, Carmen, Hao, Ke, Roussos, Panos, Zhu, Jun, Zhang, Bin, Dobrin, Radu, Mayer, Lloyd F, Schadt, Eric E
Published in Nature genetics (01.10.2017)
Published in Nature genetics (01.10.2017)
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Journal Article
Use of Physiological Data From a Wearable Device to Identify SARS-CoV-2 Infection and Symptoms and Predict COVID-19 Diagnosis: Observational Study
Hirten, Robert P, Danieletto, Matteo, Tomalin, Lewis, Choi, Katie Hyewon, Zweig, Micol, Golden, Eddye, Kaur, Sparshdeep, Helmus, Drew, Biello, Anthony, Pyzik, Renata, Charney, Alexander, Miotto, Riccardo, Glicksberg, Benjamin S, Levin, Matthew, Nabeel, Ismail, Aberg, Judith, Reich, David, Charney, Dennis, Bottinger, Erwin P, Keefer, Laurie, Suarez-Farinas, Mayte, Nadkarni, Girish N, Fayad, Zahi A
Published in Journal of medical Internet research (22.02.2021)
Published in Journal of medical Internet research (22.02.2021)
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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
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
Reflecting health: smart mirrors for personalized medicine
Miotto, Riccardo, Danieletto, Matteo, Scelza, Jerome R., Kidd, Brian A., Dudley, Joel T.
Published in NPJ digital medicine (08.11.2018)
Published in NPJ digital medicine (08.11.2018)
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Journal Article
Enhancing convolutional neural network predictions of electrocardiograms with left ventricular dysfunction using a novel sub-waveform representation
Honarvar, Hossein, Agarwal, Chirag, Somani, Sulaiman, Vaid, Akhil, Lampert, Joshua, Wanyan, Tingyi, Reddy, Vivek Y., Nadkarni, Girish N., Miotto, Riccardo, Zitnik, Marinka, Wang, Fei, Glicksberg, Benjamin S.
Published in Cardiovascular digital health journal (01.10.2022)
Published in Cardiovascular digital health journal (01.10.2022)
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Journal Article
Artificial Intelligence in Cardiology
Johnson, Kipp W., Torres Soto, Jessica, Glicksberg, Benjamin S., Shameer, Khader, Miotto, Riccardo, Ali, Mohsin, Ashley, Euan, Dudley, Joel T.
Published in Journal of the American College of Cardiology (12.06.2018)
Published in Journal of the American College of Cardiology (12.06.2018)
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Journal Article
Deep Learning in Medicine
Heilbroner, Samuel P, Miotto, Riccardo
Published in Clinical journal of the American Society of Nephrology (01.03.2023)
Published in Clinical journal of the American Society of Nephrology (01.03.2023)
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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
AKI in Hospitalized Patients with COVID-19
Chan, Lili, Chaudhary, Kumardeep, Saha, Aparna, Chauhan, Kinsuk, Vaid, Akhil, Zhao, Shan, Paranjpe, Ishan, Somani, Sulaiman, Richter, Felix, Miotto, Riccardo, Lala, Anuradha, Kia, Arash, Timsina, Prem, Li, Li, Freeman, Robert, Chen, Rong, Narula, Jagat, Just, Allan C, Horowitz, Carol, Fayad, Zahi, Cordon-Cardo, Carlos, Schadt, Eric, Levin, Matthew A, Reich, David L, Fuster, Valentin, Murphy, Barbara, He, John C, Charney, Alexander W, Böttinger, Erwin P, Glicksberg, Benjamin S, Coca, Steven G, Nadkarni, Girish N
Published in Journal of the American Society of Nephrology (01.01.2021)
Published in Journal of the American Society of Nephrology (01.01.2021)
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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