Research Staff

Akhil Vaid

Postdoctoral Fellow

Bio

Akhil Vaid, MD is a physician with several years of clinical and programming experience. He is a post-doctoral scholar in the Ben Glicksberg Lab and Girish Nadkarni Lab at the Icahn School of Medicine at Mount Sinai. He's very interested in data science as one of the many ways in which medicine and technology are becoming increasingly confluent. As such, his research deals primarily with machine learning. He finds himself fascinated by the discipline of Cardiology and intends to transition to a residency in Internal Medicine soon.

Bio

Akhil Vaid, MD is a physician with several years of clinical and programming experience. He is a post-doctoral scholar in the Ben Glicksberg Lab and Girish Nadkarni Lab at the Icahn School of Medicine at Mount Sinai. He's very interested in data science as one of the many ways in which medicine and technology are becoming increasingly confluent. As such, his research deals primarily with machine learning. He finds himself fascinated by the discipline of Cardiology and intends to transition to a residency in Internal Medicine soon.

Publications

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

Akhil Vaid

Sulaiman Somani

Adam Russak

Jessica De Freitas

Ishan Paranjpe

Kipp Johnson

Riccardo Miotto

Shan Zhao

Nidhi Naik

Patricia (Savi) Glowe

Eddye Golden

Matteo Danieletto

Manbir Singh

Erwin Bottinger

Jagat Narula

Zahi Fayad

Alex Charney

Benjamin Glicksberg

Girish Nadkarni

19 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

October, 2020

Utilization of Deep Learning for Subphenotype Identification in Sepsis-Associated Acute Kidney Injury

Journal | Clinical Journal of the American Society of Nephrology

HPI·MS Authors

Kumardeep Chaudhary

Akhil Vaid

Ishan Paranjpe

Suraj Jaladanki

Kipp Johnson

Pattharanitima Pattharawin

Ross O’Hagan

Benjamin Glicksberg

Erwin Bottinger

Lili Chan

Girish Nadkarni

11 HPI•MS authors

Full list of authors

Kumardeep Chaudhary, Akhil Vaid, Áine Duffy, Ishan Paranjpe, Suraj Jaladanki, Manish Paranjpe, Kipp Johnson, Avantee Gokhale, Pattharawin Pattharanitima, Kinsuk Chauhan, Ross O’Hagan, Tielman Van Vleck, Steven G. Coca, Richard Cooper, Benjamin Glicksberg, Erwin P. Bottinger, Lili Chan and Girish N. Nadkarni

Clinical Journal of the American Society of Nephrology

Open Publication

September, 2020

AKI in Hospitalized Patients with COVID-19

Journal | Journal of the American Society of Nephrology

HPI·MS Authors

Lili Chan

Kumardeep Chaudhary

Aparna Saha

Akhil Vaid

Kumardeep Chaudhary

Shan Zhao

Ishan Paranjpe

Sulaiman Somani

Riccardo Miotto

Jagat Narula

Zahi Fayad

Alex Charney

Erwin Bottinger

Benjamin Glicksberg

Girish Nadkarni

15 HPI•MS authors

Full list of authors

Lili Chan, Kumardeep Chaudhary, Aparna Saha, Kinsuk Chauhan, Akhil Vaid, Shan Zhao, Ishan Paranjpe, Sulaiman Somani, Felix Richter, Riccardo Miotto, Anuradha Lala, Arash Kia, Prem Timsina, Li Li, Robert Freeman, Rong Chen, Jagat Narula, Allan C. Just, Carol Horowitz, Zahi Fayad, Carlos Cordon-Cardo, Eric Schadt, Matthew A. Levin, David L. Reich, Valentin Fuster, Barbara Murphy, John C. He, Alexander W. Charney, Erwin P. Böttinger, Benjamin S. Glicksberg, Steven G. Coca, Girish N. Nadkarni and on behalf of the Mount Sinai COVID Informatics Center (MSCIC)

Journal

Journal of the American Society of Nephrology

Open Publication

August, 2020

Federated Learning of Electronic Health Records Improves Mortality Prediction in Patients Hospitalized with COVID-19

Journal | medRxiv

HPI·MS Authors

Akhil Vaid

Suraj Jaladanki

Shelly Teng

Arvind Kumar

Samuel Lee

Sulaiman Somani

Ishan Paranjpe

Jessica De Freitas

Tingyi Wanyan

Kipp Johnson

Mesude Bicak

Shan Zhao

Riccardo Miotto

Alex Charney

Erwin Bottinger

Zahi Fayad

Girish Nadkarni

Benjamin Glicksberg

18 HPI•MS authors

Full list of authors

Akhil Vaid, Suraj K Jaladanki, Jie Xu, Shelly Teng, Arvind Kumar, Samuel Lee, Sulaiman Somani, Ishan Paranjpe, Jessica K De Freitas, Tingyi Wanyan, Kipp W Johnson, Mesude Bicak, Eyal Klang, Young Joon Kwon, Anthony Costa, Shan Zhao, Riccardo Miotto, Alexander W Charney, Erwin Böttinger, Zahi A Fayad, Girish N Nadkarni, Fei Wang, Benjamin S Glicksberg

Journal

medRxiv

Open Publication

August, 2020

Prevalence and Impact of Myocardial Injury in Patients Hospitalized With COVID-19 Infection

Journal | Journal of the American College of Cardiology

HPI·MS Authors

Kipp Johnson

Adam Russak

Ishan Paranjpe

Shan Zhao

Sulaiman Somani

Akhil Vaid

Jessica De Freitas

Zahi Fayad

Alex Charney

Jagat Narula

Benjamin Glicksberg

Girish Nadkarni

12 HPI•MS authors

Full list of authors

Anuradha Lala, Kipp W Johnson, James L Januzzi, Adam J Russak, Ishan Paranjpe, Felix Richter, Shan Zhao, Sulaiman Somani, Tielman Van Vleck, Akhil Vaid, Fayzan Chaudhry, Jessica K De Freitas, Zahi A Fayad, Sean P Pinney, Matthew Levin, Alexander Charney, Emilia Bagiella, Jagat Narula, Benjamin S Glicksberg, Girish Nadkarni, Donna M Mancini, Valentin Fuster, Mount Sinai Covid Informatics Center

Journal

Journal of the American College of Cardiology

Open Publication

July, 2020

Sampling the Host Response to SARS-CoV-2 in Hospitals Under Siege

Journal | Nature Medicine

HPI·MS Authors

Alex Charney

Akhil Vaid

Benjamin Glicksberg

Girish Nadkarni

4 HPI•MS authors

Full list of authors

Alexander W. Charney, Nicole W. Simons, Konstantinos Mouskas, Lauren Lepow, Esther Cheng, Jessica Le Berichel, Christie Chang, Robert Marvin, Diane Marie Del Valle, Sharlene Calorossi, Alona Lansky, Laura Walker, Manishkumar Patel, Hui Xie, Nancy Yi, Alex Yu, Gurpawan Kang, Lora E. Liharska, Emily Moya, Matthew Hartnett, Sandra Hatem, Lillian Wilkins, Melody Eaton, Hajra Jamal, Kevin Tuballes, Steven T. Chen, Jonathan Chung, Jocelyn Harris, Craig Batchelor, Jose Lacunza, Mahlet Yishak, Kimberly Argueta, Neha Karekar, Brian Lee, Geoffrey Kelly, Daniel Geanon, Diana Handler, John Leech, Hiyab Stefanos, Travis Dawson, Ieisha Scott, Nancy Francoeur, Jessica S. Johnson, Akhil Vaid, Benjamin S. Glicksberg, Girish N. Nadkarni, Eric E. Schadt, Bruce D. Gelb, Adeeb Rahman, Robert Sebra, Glenn Martin, The Mount Sinai COVID-19 Biobank Team, Thomas Marron, Noam Beckmann, Seunghee Kim-Schulze, Sacha Gnjatic & Miriam Merad

Journal

Nature Medicine

Open Publication

June, 2020

Derivation and Validation of Genome Wide Polygenic Score for Urinary Tract Stone Diagnosis

Journal | Kidney International

HPI·MS Authors

Girish Nadkarni

Benjamin Glicksberg

Ishan Paranjpe

Kumardeep Chaudhary

Ross O’Hagan

Arjun Kapoor

Suraj Jaladanki

Akhil Vaid

8 HPI•MS authors

Full list of authors

Ishan Paranjpe, Noah Tsao, Renae Judy, Manish Paranjpe, Kumardeep Chaudhary, Iain Forrest, Ross O’Hagan, Arjun Kapoor, John Pfail, Suraj Jaladanki, Fayzan Chaudhry, Akhil Vaid, Phan Q. Duy, CBIPM Genomics Team, Regeneron Genomics Team, John Cijiang He, Benjamin S Glicksberg, Steven G Coca, Mantu Gupta, Ron Do, Scott M. Damrauer, Girish N. Nadkarni

Journal

Kidney International

Open Publication

June, 2020

Machine Learning in Cardiology- Ensuring Clinical Impact Lives Up to the Hype

Journal | Journal of Cardiovascular Pharmacology and Therapeutics

HPI·MS Authors

Adam Russak

Jessica De Freitas

Ishan Paranjpe

Akhil Vaid

Shan Zhao

Sulaiman Somani

Riccardo Miotto

Girish Nadkarni

Kipp Johnson

Benjamin Glicksberg

10 HPI•MS authors

Full list of authors

Adam J Russak, Farhan Chaudhry, Jessica K De Freitas, Garrett Baron, Fayzan F Chaudhry, Solomon Bienstock, Ishan Paranjpe, Akhil Vaid, Mohsin Ali, Shan Zhao, Sulaiman Somani, Felix Richter, Tejeshwar Bawa, Phillip D Levy, Riccardo Miotto, Girish N Nadkarni, Kipp W Johnson, Benjamin S Glicksberg

Journal

Journal of Cardiovascular Pharmacology and Therapeutics

Open Publication

May, 2020

Applications of machine learning methods in kidney disease: Hope or Hype?

Journal | Current Opinion in Nephrology and Hypertension

HPI·MS Authors

Lili Chan

Akhil Vaid

Girish Nadkarni

3 HPI•MS authors

Full list of authors

Lili Chan, Akhil Vaid, Girish Nadkarni

Journal

Current Opinion in Nephrology and Hypertension

Open Publication

April, 2020

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

Journal | medRxiv

HPI·MS Authors

Ishan Paranjpe

Adam Russak

Jessica De Freitas

Riccardo Miotto

Akhil Vaid

Kipp Johnson

Matteo Danieletto

Eddye Golden

Manbir Singh

Sulaiman Somani

Arjun Kapoor

Ross O’Hagan

Patricia (Savi) Glowe

Zahi Fayad

Jagat Narula

Erwin Bottinger

Alex Charney

Benjamin Glicksberg

Girish Nadkarni

19 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