Matteo Danieletto

Research Staff

Associate Director, Digital Health Initiatives

Bio

Matteo Danieletto, Ph.D., is the technical leader at HPI·MS for the Digital Discovery Program . Dr. Danieletto's biomedical engineering and telecommunication engineering expertise allows him to lead in the development of a platform that collects multimodal, longitudinal data to better understand complex disease. Danieletto supports the information system's design through databases -SQL, NoSQL-, data exchange, and hosting PHI respecting HIPAA normative.

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Bio

Publications

February, 2021

Use of Physiological Data From a Wearable Device to Identify SARS-CoV-2 Infection and Symptoms and Predict COVID-19 Diagnosis: Observational Study

Journal | Journal of Medical Internet Research

HPI·MS Authors

Robert Hirten

Matteo Danieletto

Micol Zweig

Sparshdeep (Shelly) Kaur

Alex Charney

Erwin Bottinger

Girish Nadkarni

Zahi Fayad

8 HPI•MS authors

Full list of authors

Robert P Hirten; Matteo Danieletto; Lewis Tomalin; Katie Hyewon Choi; Micol Zweig; Eddye Golden; Sparshdeep Kaur; Drew Helmus; Anthony Biello; Renata Pyzik; Alexander Charney; Riccardo Miotto; Benjamin S Glicksberg; Matthew Levin; Ismail Nabeel; Judith Aberg; David Reich; Dennis Charney; Erwin P Bottinger; Laurie Keefer; Mayte Suarez-Farinas; Girish N Nadkarni; Zahi A Fayad

Journal

Journal of Medical Internet Research

Open Publication

November, 2020

Retrospective cohort study of clinical characteristics of 2199 hospitalised patients with COVID-19 in New York City

Journal | BMJ Open

HPI·MS Authors

Matteo Danieletto

Manbir Singh

Zahi Fayad

Erwin Bottinger

Alex Charney

Girish Nadkarni

6 HPI•MS authors

Full list of authors

Ishan Paranjpe, Adam J Russak, Jessica K De Freitas, Anuradha Lala, Riccardo Miotto, Akhil Vaid, Kipp W Johnson, Matteo Danieletto, Eddye Golden, Dara Meyer, Manbir Singh, Sulaiman Somani, Arjun Kapoor, Ross O'Hagan, Sayan Manna, Udit Nangia, Suraj K Jaladanki, Paul O’Reilly, Laura M Huckins, Patricia Glowe, Arash Kia, Prem Timsina, Robert M Freeman, Matthew A Levin, Jeffrey Jhang, Adolfo Firpo, Patricia Kovatch, Joseph Finkelstein, Judith A Aberg, Emilia Bagiella, Carol R Horowitz, Barbara Murphy, Zahi A Fayad, Jagat Narula, Eric J Nestler, V Fuster, Carlos Cordon-Cardo, Dennis Charney, David L Reich, Allan Just, Erwin P Bottinger, Alexander W Charney, Benjamin S Glicksberg, Girish N Nadkarni

Journal

BMJ Open

Open Publication

November, 2020

Machine Learning to Predict Mortality and Critical Events in a Cohort of Patients With COVID-19 in New York City: Model Development and Validation

Journal | JMIR Medical Informatics

HPI·MS Authors

Matteo Danieletto

Manbir Singh

Erwin Bottinger

Zahi Fayad

Alex Charney

Girish Nadkarni

6 HPI•MS authors

Full list of authors

Akhil Vaid, Sulaiman Somani, Adam J Russak, Jessica K De Freitas, Fayzan F Chaudhry, Ishan Paranjpe, Kipp W Johnson, Samuel J Lee, Riccardo Miotto, Shan Zhao, Noam Beckmann, Nidhi Naik, Kodi Arfer, Arash Kia, Prem Timsina, Anuradha Lala, Manish Paranjpe, Patricia Glowe, Eddye Golden, Matteo Danieletto, Manbir Singh, Dara Meyer, Paul F O'Reilly, Laura H Huckins, Patricia Kovatch, Joseph Finkelstein, Robert M Freeman, Edgar Argulian, Andrew Kasarskis, Bethany Percha, Judith A Aberg, Emilia Bagiella, Carol R Horowitz, Barbara Murphy, Eric J Nestler, Eric E Schadt, Judy H Cho, Carlos Cordon-Cardo, Valentin Fuster, Dennis S Charney, David L Reich, Erwin P Bottinger, Matthew A Levin, Jagat Narula, Zahi A Fayad, Allan Just, Alexander W Charney, Girish N Nadkarni, Benjamin S Glicksberg

Journal

JMIR Medical Informatics

Open Publication

July, 2020

Wearable Devices Are Well Accepted by Patients in the Study and Management of Inflammatory Bowel Disease: A Survey Study

Journal | Digestive Diseases and Sciences

HPI·MS Authors

Robert Hirten

Matteo Danieletto

Erwin Bottinger

3 HPI•MS authors

Full list of authors

Robert P Hirten, Stephanie Stanley, Matteo Danieletto, Zachary Borman, Ari Grinspan, Prameela Rao, Jenny Sauk, Lin Chang, Bert Arnrich, Erwin Bӧttinger, Laurie Keefer, Bruce E Sands

Journal

Digestive Diseases and Sciences

Open Publication

July, 2020

Deep Representation Learning of Electronic Health Record to Unlock Patient Stratification at Scale

Journal | npj Digital Medicine volume

HPI·MS Authors

Matteo Danieletto

1 HPI•MS authors

Full list of authors

Isotta Landi, Benjamin S. Glicksberg, Hao-Chih Lee, Sarah Cherng, Giulia Landi, Matteo Danieletto, Joel T Dudley, Ceseare Furlanello, Riccardo Miotto

Journal

npj Digital Medicine volume

Open Publication

April, 2020

Clinical Characteristics of Hospitalized COVID-19 Patients in New York City

Journal | medRxiv

HPI·MS Authors

Matteo Danieletto

Manbir Singh

Zahi Fayad

Erwin Bottinger

Alex Charney

Girish Nadkarni

6 HPI•MS authors

Full list of authors

Ishan Paranjpe, Adam Russak, Jessica K De Freitas, Anuradha Lala, Riccardo Miotto, Akhil Vaid, Kipp W Johnson, Matteo Danieletto, Eddye Golden, Dara Meyer, Manbir Singh, Sulaiman Somani, Sayan Manna, Udit Nangia, Arjun Kapoor, Ross O'Hagan, Paul F O'Reilly, Laura M Huckins, Patricia Glowe, Arash Kia, Prem Timsina, Robert M Freeman, Matthew A Levin, Jeffrey Jhang, Adolfo Firpo, Patricia Kovatch, Joseph Finkelstein, Judith A Aberg, Emilia Bagiella, Carol R Horowitz, Barbara Murphy, Zahi A Fayad, Jagat Narula, Eric J Nestler, Valentin Fuster, Carlos Cordon-Cardo, Dennis S Charney, David L Reich, Allan C Just, Erwin P Bottinger, Alexander W Charney, Benjamin S Glicksberg, Girish Nadkarni, Mount Sinai Covid Informatics Center

Journal

medRxiv

Open Publication

February, 2020

Sleep In The Natural Environment: A Pilot Study

Journal | Sensors

HPI·MS Authors

Matteo Danieletto

Girish Nadkarni

2 HPI•MS authors

Full list of authors

Fayzan F Chaudhry, Matteo Danieletto, Eddye Golden, Jerome Scelza, Greg Botwin, Mark Shervey, Jessica K. De Freitas, Ishan Paranjpe, Girish N. Nadkarni, Riccardo Miotto, Patricia Glowe, Greg Stock, Bethany Percha, Noah Zimmerman, Joel T. Dudley, Benjamin S. Glicksberg

Journal

Sensors

Open Publication

January, 2020

Scaling structural learning with NO-BEARS to infer causal transcriptome networks

Journal | Pacific Symposium on Biocomputing (PSB)

HPI·MS Authors

Matteo Danieletto

1 HPI•MS authors

Full list of authors

Hao-Chih Lee, Matteo Danieletto, Riccardo Miotto, Sarah T Cherng, Joel T Dudley

Conference

Pacific Symposium on Biocomputing (PSB)

Open Publication