Desman, Jacob M.; Hong, Zhang-Wei; Sabounchi, Moein; Sawant, Ashwin S.; Gill, Jaskirat; Costa, Ana C.; Kumar, Gagan; Sharma, Rajeev; Gupta, Arpeta; Mccarthy, Paul; Nandwani, Veena; Powell, Doug; Carideo, Alexandra; Goodwin, Donnie; Ahmed, Sanam; Gidwani, Umesh; Levin, Matthew A.; Varghese, Robin; Filsoufi, Farzan; Freeman, Robert; Shetreat-Klein, Avniel; Charney, Alexander W.; Hofer, Ira; Chan, Lili; Reich, David; Kovatch, Patricia; Kohli-Seth, Roopa; Kraft, Monica; Agrawal, Pulkit; Kellum, John A.; Nadkarni, Girish N.

A foundational transformer leveraging full night, multichannel sleep study data accurately classifies sleep stages

一种基础性Transformer模型，利用全夜多通道睡眠研究数据准确地对睡眠阶段进行分类

SLEEP

IF4.9

2025-03-130

Derivation, external and clinical validation of a deep learning approach for detecting intracranial hypertension

NPJ DIGITAL MEDICINE

IF15.1

2024-09-050

OAAI

Multimodal fusion learning for long QT syndrome pathogenic genotypes in a racially diverse population

NPJ DIGITAL MEDICINE

IF15.1

2024-08-240

OAAI

A novel method leveraging time series data to improve subphenotyping and application in critically ill patients with COVID-19

ARTIFICIAL INTELLIGENCE IN MEDICINE

IF6.2

2024-02-010

PRE

Implications of the Use of Artificial Intelligence Predictive Models in Health Care Settings A Simulation Study

ANNALS OF INTERNAL MEDICINE

IF15.2

2023-10-0115

PRE

Autoencoders for sample size estimation for fully connected neural network classifiers

用于全连接神经网络分类器的样本大小估计的自编码器

NPJ DIGITAL MEDICINE

IF15.1

2022-12-134

OAAI

Quantitative chest computed tomography combined with plasma cytokines predict outcomes in COVID-19 patients

HELIYON

IF3.6

2022-08-011

OAAI

Automated Determination of Left Ventricular Function Using Electrocardiogram Data in Patients on Maintenance Hemodialysis

使用心电图数据自动确定维持性血液透析患者的左心室功能

CLINICAL JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY

IF7.1

2022-07-015

Functional Effects of Cardiomyocyte Injury in COVID-19

JOURNAL OF VIROLOGY

IF3.8

2022-01-2613

OAAI

Siddiq, Mustafa M.; Chan, Angel T.; Miorin, Lisa; Yadaw, Arjun S.; Beaumont, Kristin G.; Kehrer, Thomas; Cupic, Anastasija; White, Kris M.; Tolentino, Rosa E.; Hu, Bin; Stern, Alan D.; Tavassoly, Iman; Hansen, Jens; Sebra, Robert; Martinez, Pedro; Prabha, Som; Dubois, Nicole; Schaniel, Christoph; Iyengar-Kapuganti, Rupa; Kukar, Nina; Giustino, Gennaro; Sud, Karan; Nirenberg, Sharon; Kovatch, Patricia; Albrecht, Randy A.; Goldfarb, Joseph; Croft, Lori; McLaughlin, Maryann A.; Argulian, Edgar; Lerakis, Stamatios; Narula, Jagat; Garcia-Sastre, Adolfo; Iyengar, Ravi

Prediction of individual COVID-19 diagnosis using baseline demographics and lab data

SCIENTIFIC REPORTS

IF3.9

2021-07-065

OAAI

Analysis of sex-specific risk factors and clinical outcomes in COVID-19

COMMUNICATIONS MEDICINE

IF6.3

2021-06-3027

OAAI

GUiA: a digital platform to facilitate result disclosure in genetic counseling

GENETICS IN MEDICINE

IF6.2

2021-05-0120

OAAI

Suckiel, Sabrina A.; Odgis, Jaqueline A.; Gallagher, Katie M.; Rodriguez, Jessica E.; Watnick, Dana; Bertier, Gabrielle; Sebastin, Monisha; Yelton, Nicole; Maria, Estefany; Lopez, Jessenia; Ramos, Michelle; Kelly, Nicole; Teitelman, Nehama; Beren, Faygel; Kaszemacher, Tom; Davis, Kojo; Laguerre, Irma; Richardson, Lynne D.; Diaz, George A.; Pearson, Nathaniel M.; Ellis, Stephen B.; Stolte, Christian; Robinson, Mimsie; Kovatch, Patricia; Horowitz, Carol R.; Gelb, Bruce D.; Greally, John M.; Bauman, Laurie J.; Zinberg, Randi E.; Abul-Husn, Noura S.; Wasserstein, Melissa P.; Kenny, Eimear E.

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

机器学习预测纽约市新型冠状病毒肺炎患者队列的死亡率和关键事件: 模型开发和验证

JOURNAL OF MEDICAL INTERNET RESEARCH

IF6

2020-11-06137

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.

An inflammatory cytokine signature predicts COVID-19 severity and survival

炎性细胞因子特征预测新型冠状病毒肺炎严重程度和生存率

NATURE MEDICINE

IF50

2020-08-241.6K

OAAI

Del Valle, Diane Marie; Kim-Schulze, Seunghee; Huang, Hsin-Hui; Beckmann, Noam D.; Nirenberg, Sharon; Wang, Bo; Lavin, Yonit; Swartz, Talia H.; Madduri, Deepu; Stock, Aryeh; Marron, Thomas U.; Xie, Hui; Patel, Manishkumar; Tuballes, Kevin; Van Oekelen, Oliver; Rahman, Adeeb; Kovatch, Patricia; Aberg, Judith A.; Schadt, Eric; Jagannath, Sundar; Mazumdar, Madhu; Charney, Alexander W.; Firpo-Betancourt, Adolfo; Mendu, Damodara Rao; Jhang, Jeffrey; Reich, David; Sigel, Keith; Cordon-Cardo, Carlos; Feldmann, Marc; Parekh, Samir; Merad, Miriam; Gnjatic, Sacha

Patricia Kovatch

个人简介

教育背景

工作经历

荣誉奖项

研究方向