S. Somani

发表

Comparing National Inpatient Sample and National Surgical Quality Improvement Program: An Independent Risk Factor Analysis for Risk Stratification in Anterior Cervical Discectomy and Fusion

Jun S. Kim, Samuel K. Cho, Nathan J. Lee, 2017, Spine.

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

Riccardo Miotto, Kipp W. Johnson, Fayzan F. Chaudhry, 2020, Journal of cardiovascular pharmacology and therapeutics.

Drug response consistency in CCLE and CGP

Marc R. Birtwistle, Mehdi Bouhaddou, Alan D. Stern, 2016, Nature.

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

Riccardo Miotto, Tingyi Wanyan, Kipp W. Johnson, 2020, medRxiv.

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

Kipp W. Johnson, Fayzan F. Chaudhry, Jessica K De Freitas, 2020, Journal of the American College of Cardiology.

Covid-19 and People with HIV Infection: Outcomes for Hospitalized Patients in New York City.

Jessica K De Freitas, Benjamin S. Glicksberg, P. Polak, 2020, Clinical infectious diseases : an official publication of the Infectious Diseases Society of America.

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

Kipp W. Johnson, Fayzan F. Chaudhry, Jessica K De Freitas, 2020, Journal of Medical Internet Research.

Diabetes Mellitus as a Risk Factor for Acute Postoperative Complications Following Elective Adult Spinal Deformity Surgery

Jun S. Kim, Samuel K. Cho, K. Phan, 2018, Global spine journal.

Characterization of Patients Who Return to Hospital Following Discharge from Hospitalization For COVID-19

Jessica K De Freitas, A. Just, V. Fuster, 2020, medRxiv.

Characterization of Patients Who Return to Hospital Following Discharge from Hospitalization for COVID-19

Jessica K De Freitas, Benjamin S. Glicksberg, A. Just, 2020, Journal of General Internal Medicine.

Frailty is associated with morbidity in adults undergoing elective anterior lumbar interbody fusion (ALIF) surgery.

Jun S. Kim, Samuel K. Cho, K. Phan, 2017, The spine journal : official journal of the North American Spine Society.

IM Nail Fixation of Atypical Femur Fractures with Bone Marrow Aspirate Concentrate Leads to Faster Union: A Case Control Study.

A. Lovy, R. Ghillani, D. Joseph, 2017, Journal of orthopaedic trauma.

AKI in Hospitalized Patients with COVID-19.

Benjamin S. Glicksberg, A. Just, V. Fuster, 2020, Journal of the American Society of Nephrology : JASN.

Preoperative Nutritional Status as a Risk Factor for Major Postoperative Complications Following Anterior Lumbar Interbody Fusion

Jun S. Kim, Samuel K. Cho, C. Ukogu, 2018, Global spine journal.

Predictors for Non-Home Patient Discharge Following Elective Adult Spinal Deformity Surgery

Jun S. Kim, Samuel K. Cho, K. Phan, 2017, Global spine journal.

Analysis of Risk Factors for Major Complications Following Elective Posterior Lumbar Fusion

Jun S. Kim, Samuel K. Cho, K. Phan, 2017, Spine.

Elderly Age as a Risk Factor for 30-Day Postoperative Outcomes Following Elective Anterior Cervical Discectomy and Fusion

Jun S. Kim, Samuel K. Cho, K. Phan, 2017, Global spine journal.

High-Risk Subgroup Membership Is a Predictor of 30-Day Morbidity Following Anterior Lumbar Fusion

Jun S. Kim, Samuel K. Cho, K. Phan, 2017, Global spine journal.

Thirty-Day Morbidity Associated with Pelvic Fixation in Adult Patients Undergoing Fusion for Spinal Deformity

Jun S. Kim, Samuel K. Cho, B. Skovrlj, 2017, Global spine journal.

Coronavirus 2019 and People Living With Human Immunodeficiency Virus: Outcomes for Hospitalized Patients in New York City

Jessica K De Freitas, Benjamin S. Glicksberg, P. Polak, 2020, Clinical Infectious Diseases: An Official Publication of the Infectious Diseases Society of America.

Enhancing convolutional neural network predictions of electrocardiograms with left ventricular dysfunction using a novel sub-waveform representation

Benjamin S. Glicksberg, M. Zitnik, R. Miotto, 2022, Cardiovascular digital health journal.

Health Equity in Artificial Intelligence and Primary Care Research: Protocol for a Scoping Review

Sara G. Murray, Jonathan H. Chen, U. Sarkar, 2021, JMIR research protocols.

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

Kipp W. Johnson, Jessica K De Freitas, Benjamin S. Glicksberg, 2020, BMJ Open.

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

Kipp W. Johnson, Jessica K De Freitas, A. Just, 2020, medRxiv.

ASA Classification as a Risk Stratification Tool in Adult Spinal Deformity Surgery: A Study of 5805 Patients

Jun S. Kim, Samuel K. Cho, K. Phan, 2017, Global spine journal.

Contrastive Learning Improves Critical Event Prediction in COVID-19 Patients

Marinka Zitnik, Riccardo Miotto, Tingyi Wanyan, 2021, Patterns.

Contrastive learning improves critical event prediction in COVID-19 patients

Jessica K De Freitas, Zhangyang Wang, M. Zitnik, 2021, Patterns.

Relational Learning Improves Prediction of Mortality in COVID-19 in the Intensive Care Unit

Riccardo Miotto, Tingyi Wanyan, Akhil Vaid, 2020, IEEE Transactions on Big Data.

Federated Learning of Electronic Health Records to Improve Mortality Prediction in Hospitalized Patients With COVID-19: Machine Learning Approach

Kipp W. Johnson, Jessica K De Freitas, Benjamin S. Glicksberg, 2020, JMIR medical informatics.

Federated Learning of Electronic Health Records to Improve Mortality Prediction in Hospitalized Patients With COVID-19: Machine Learning Approach (Preprint)

Kipp W. Johnson, Jessica K De Freitas, E. Klang, 2020 .

Impact of Preoperative Anemia on Outcomes in Adults Undergoing Elective Posterior Cervical Fusion

Jun S. Kim, Samuel K. Cho, K. Phan, 2017, Global spine journal.

Hospital-Acquired Conditions in Adult Spinal Deformity Surgery: Predictors for Hospital-Acquired Conditions and Other 30-Day Postoperative Outcomes

Jun S. Kim, Samuel K. Cho, Nathan J. Lee, 2016, Spine.

Impact of Age on 30-day Complications After Adult Deformity Surgery

Jun S. Kim, Samuel K. Cho, K. Phan, 2018, Spine.

Early Complications and Outcomes in Adult Spinal Deformity Surgery: An NSQIP Study Based on 5803 Patients

Jun S. Kim, Samuel K. Cho, K. Phan, 2017, Global spine journal.

Anesthesia Duration as an Independent Risk Factor for Early Postoperative Complications in Adults Undergoing Elective ACDF

Jun S. Kim, Sulaiman Somani, Samuel K. Cho, 2017, Global spine journal.

Outcomes of Short Fusion versus Long Fusion for Adult Degenerative Scoliosis: A Systematic Review and Meta‐analysis

Jun S. Kim, Samuel K. Cho, R. Mobbs, 2017, Orthopaedic surgery.

Predictors for Patient Discharge Destination After Elective Anterior Cervical Discectomy and Fusion

Jun S. Kim, Sulaiman Somani, Samuel K. Cho, 2017, Spine.

Machine Learning to Predict Mortality and Critical Events in COVID-19 Positive New York City Patients

Riccardo Miotto, Kipp W. Johnson, Fayzan F. Chaudhry, 2020, medRxiv.

Deep learning and the electrocardiogram: review of the current state-of-the-art

Fayzan F. Chaudhry, Jessica K De Freitas, Benjamin S. Glicksberg, 2021, Europace : European pacing, arrhythmias, and cardiac electrophysiology : journal of the working groups on cardiac pacing, arrhythmias, and cardiac cellular electrophysiology of the European Society of Cardiology.

Development of a machine learning model using electrocardiogram signals to improve acute pulmonary embolism screening

Jessica K De Freitas, E. Argulian, B. Glicksberg, 2021, European heart journal. Digital health.

Using deep learning algorithms to simultaneously identify right and left ventricular dysfunction from the electrocardiogram.

Marcus A. Badgeley, Kipp W. Johnson, Benjamin S. Glicksberg, 2021, medRxiv.

Bone morphogenetic protein use in spine surgery in the United States: how have we responded to the warnings?

Jun S. Kim, Samuel K. Cho, A. Hecht, 2017, The spine journal : official journal of the North American Spine Society.

Acute Kidney Injury in Hospitalized Patients with COVID-19

Benjamin S. Glicksberg, A. Just, M. Danieletto, 2020, medRxiv.

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

Kipp W. Johnson, Jessica K De Freitas, Benjamin S. Glicksberg, 2020, JMIR medical informatics.

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

Joseph Finkelstein, Riccardo Miotto, Kipp W. Johnson, 2020, Journal of medical Internet research.

IM Nail Fixation of Atypical Femur Fractures with Bone Marrow Aspirate Concentrate Leads to Faster Union: A Case Control Study.

A. Lovy, R. Ghillani, D. Joseph, 2017, Journal of orthopaedic trauma.

Development and validation of techniques for phenotyping ST-elevation myocardial infarction encounters from electronic health records

Benjamin S. Glicksberg, G. Nadkarni, Shan Zhao, 2021, JAMIA open.

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

Kipp W. Johnson, Judy H. Cho, A. Just, 2020 .

Outcomes of Patients on Maintenance Dialysis Hospitalized with COVID-19.

Benjamin S. Glicksberg, Z. Fayad, E. Bottinger, 2020, Clinical journal of the American Society of Nephrology : CJASN.

Hypoalbuminemia as a Risk Factor following Anterior Cervical Discectomy and Fusion (ACDF)

Jun S. Kim, Samuel K. Cho, Nathan J. Lee, 2016 .

Diabetes is a Risk Factor for Postoperative Complications in Patients Undergoing Anterior Cervical Discectomy and Fusion: An Analysis of 8720 Patients

Jun S. Kim, Samuel K. Cho, S. Somani, 2016 .