Works matching AU Levin, Matthew A.

Results: 47

Low intraoperative heart rate volatility is associated with early postoperative mortality in general surgical patients: a retrospective case-control study.

Published in:

2016

By:

Mandel-Portnoy, Yael;
Levin, Matthew;
Bansilal, Sameer;
Suprun, Maria;
Lin, Hung-Mo;
Richardson, Lynne;
Fischer, Gregory;
Halperin, Jonathan;
Levin, Matthew A;
Richardson, Lynne D;
Fischer, Gregory W;
Halperin, Jonathan L

Publication type:

journal article

Electronic-Medical-Record-Driven Machine Learning Predictive Model for Hospital-Acquired Pressure Injuries: Development and External Validation.

Published in:

Journal of Clinical Medicine, 2025, v. 14, n. 4, p. 1175, doi. 10.3390/jcm14041175

By:

Nguyen, Kim-Anh-Nhi;
Patel, Dhavalkumar;
Edalati, Masoud;
Sevillano, Maria;
Timsina, Prem;
Freeman, Robert;
Levin, Matthew A.;
Reich, David L.;
Kia, Arash

Publication type:

Article

Predicting Adult Hospital Admission from Emergency Department Using Machine Learning: An Inclusive Gradient Boosting Model.

Published in:

Journal of Clinical Medicine, 2022, v. 11, n. 23, p. 6888, doi. 10.3390/jcm11236888

By:

Patel, Dhavalkumar;
Cheetirala, Satya Narayan;
Raut, Ganesh;
Tamegue, Jules;
Kia, Arash;
Glicksberg, Benjamin;
Freeman, Robert;
Levin, Matthew A.;
Timsina, Prem;
Klang, Eyal

Publication type:

Article

Using Machine Learning to Predict ICU Transfer in Hospitalized COVID-19 Patients.

Published in:

Journal of Clinical Medicine, 2020, v. 9, n. 6, p. 1668, doi. 10.3390/jcm9061668

By:

Cheng, Fu-Yuan;
Joshi, Himanshu;
Tandon, Pranai;
Freeman, Robert;
Reich, David L;
Mazumdar, Madhu;
Kohli-Seth, Roopa;
Levin, Matthew A.;
Timsina, Prem;
Kia, Arash

Publication type:

Article

MEWS++: Enhancing the Prediction of Clinical Deterioration in Admitted Patients through a Machine Learning Model.

Published in:

Journal of Clinical Medicine, 2020, v. 9, n. 2, p. 343, doi. 10.3390/jcm9020343

By:

Kia, Arash;
Timsina, Prem;
Joshi, Himanshu N.;
Klang, Eyal;
Gupta, Rohit R.;
Freeman, Robert M.;
Reich, David L;
Tomlinson, Max S;
Dudley, Joel T;
Kohli-Seth, Roopa;
Mazumdar, Madhu;
Levin, Matthew A

Publication type:

Article

Managing COVID-19 from the epicenter: adaptations and suggestions based on experience.

Published in:

Journal of Anesthesia, 2021, v. 35, n. 3, p. 366, doi. 10.1007/s00540-020-02860-1

By:

Burnett, Garrett W.;
Katz, Daniel;
Park, Chang H.;
Hyman, Jaime B.;
Dickstein, Elisha;
Levin, Matthew A.;
Sim, Alan;
Salter, Benjamin;
Owen, Robert M.;
Leibowitz, Andrew B.;
Hamburger, Joshua

Publication type:

Article

Moderate or Severe Impairment in Pulmonary Function is Associated with Mortality in Sarcoidosis Patients Infected with SARS‑CoV‑2.

Published in:

Lung (0341-2040), 2020, v. 198, n. 5, p. 771, doi. 10.1007/s00408-020-00392-9

By:

Morgenthau, Adam S.;
Levin, Matthew A.;
Freeman, Robert;
Reich, David L.;
Klang, Eyal

Publication type:

Article

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

Published in:

Annals of Internal Medicine, 2023, v. 176, n. 10, p. 1358, doi. 10.7326/M23-0949

By:

Vaid, Akhil;
Sawant, Ashwin;
Suarez-Farinas, Mayte;
Lee, Juhee;
Kaul, Sanjeev;
Kovatch, Patricia;
Freeman, Robert;
Jiang, Joy;
Jayaraman, Pushkala;
Fayad, Zahi;
Argulian, Edgar;
Lerakis, Stamatios;
Charney, Alexander W.;
Wang, Fei;
Levin, Matthew;
Glicksberg, Benjamin;
Narula, Jagat;
Hofer, Ira;
Singh, Karandeep;
Nadkarni, Girish N.

Publication type:

Article

Low Frequency of Folate and Vitamin B12 Deficiency in Patients with Marked Macrocytic Anemia.

Published in:

2022

By:

Soffer, Shelly;
Efros, Orly;
Levin, Matthew A.;
Freeman, Robert;
Zimlichman, Eyal;
Reich, David L.;
Klang, Eyal

Publication type:

journal article

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

Published in:

JGIM: Journal of General Internal Medicine, 2020, v. 35, n. 10, p. 2838, doi. 10.1007/s11606-020-06120-6

By:

Somani, Sulaiman S.;
Richter, Felix;
Fuster, Valentin;
De Freitas, Jessica K.;
Naik, Nidhi;
Sigel, Keith;
Bottinger, Erwin P;
Levin, Matthew A.;
Fayad, Zahi;
Just, Allan C.;
Charney, Alexander W.;
Zhao, Shan;
Glicksberg, Benjamin S.;
Lala, Anuradha;
Nadkarni, Girish N.

Publication type:

Article

Intermittent upper and lower body perfusion during circulatory arrest is safe for aortic repair.

Published in:

Perfusion, 2019, v. 34, n. 3, p. 195, doi. 10.1177/0267659118798178

By:

Spindel, Stephen M.;
Yanagawa, Bobby;
Mejia, Javier;
Levin, Matthew A.;
Varghese, Robin;
Stelzer, Paul E.

Publication type:

Article

Automated electrocardiogram signal quality assessment based on Fourier analysis and template matching.

Published in:

Journal of Clinical Monitoring & Computing, 2023, v. 37, n. 3, p. 829, doi. 10.1007/s10877-022-00948-5

By:

Menon, Kartikeya M.;
Das, Subrat;
Shervey, Mark;
Johnson, Matthew;
Glicksberg, Benjamin S.;
Levin, Matthew A.

Publication type:

Article

Regional cerebral oximetry is consistent across self-reported racial groups and predicts 30-day mortality in cardiac surgery: a retrospective analysis.

Published in:

Journal of Clinical Monitoring & Computing, 2021, v. 35, n. 2, p. 413, doi. 10.1007/s10877-020-00487-x

By:

Stannard, Blaine;
Levin, Matthew A.;
Lin, Hung-mo;
Weiner, Menachem M.

Publication type:

Article

Sarah Eppler Janda. Prairie Power: Student Activism, Counterculture, and Backlash in Oklahoma, 1962–1972.

Published in:

2019

By:

Levin, Matthew

Publication type:

Book Review

A Web-Based Reporting System for Reviewing Local Practice Patterns of Anesthesiologists Derived from the Electronic Medical Record.

Published in:

Journal of Medical Systems, 2023, v. 47, n. 1, p. 1, doi. 10.1007/s10916-023-01921-8

By:

Wax, David B.;
Kahn, Ronald A.;
Levin, Matthew A.

Publication type:

Article

A distributional reinforcement learning model for optimal glucose control after cardiac surgery.

Published in:

NPJ Digital Medicine, 2025, v. 8, n. 1, p. 1, doi. 10.1038/s41746-025-01709-9

By:

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

Publication type:

Article

Development and Validation of a Deep Learning Classifier Using Chest Radiographs to Predict Extubation Success in Patients Undergoing Invasive Mechanical Ventilation.

Published in:

Bioengineering (Basel), 2024, v. 11, n. 6, p. 626, doi. 10.3390/bioengineering11060626

By:

Tandon, Pranai;
Nguyen, Kim-Anh-Nhi;
Edalati, Masoud;
Parchure, Prathamesh;
Raut, Ganesh;
Reich, David L.;
Freeman, Robert;
Levin, Matthew A.;
Timsina, Prem;
Powell, Charles A.;
Fayad, Zahi A.;
Kia, Arash

Publication type:

Article

The association between obesity and peak antibody titer response in COVID‐19 infection.

Published in:

Obesity (19307381), 2021, v. 29, n. 9, p. 1547, doi. 10.1002/oby.23208

By:

Soffer, Shelly;
Glicksberg, Benjamin S.;
Zimlichman, Eyal;
Efros, Orly;
Levin, Matthew A.;
Freeman, Robert;
Reich, David L.;
Klang, Eyal

Publication type:

Article

Severe Obesity as an Independent Risk Factor for COVID-19 Mortality in Hospitalized Patients Younger than 50.

Published in:

2020

By:

Klang, Eyal;
Kassim, Gassan;
Soffer, Shelly;
Freeman, Robert;
Levin, Matthew A.;
Reich, David L.

Publication type:

journal article

Informative Censoring—A Cause of Bias in Estimating COVID-19 Mortality Using Hospital Data.

Published in:

Life (2075-1729), 2023, v. 13, n. 1, p. 210, doi. 10.3390/life13010210

By:

Lin, Hung-Mo;
Liu, Sean T. H.;
Levin, Matthew A.;
Williamson, John;
Bouvier, Nicole M.;
Aberg, Judith A.;
Reich, David;
Egorova, Natalia

Publication type:

Article

Monitoring of COVID-19-Associated Coagulopathy and Anticoagulation with Thromboelastometry.

Published in:

Transfusion Medicine & Hemotherapy, 2021, v. 48, n. 3, p. 168, doi. 10.1159/000514486

By:

Katz, Daniel;
Maher, Patrick;
Getrajdman, Chloe;
Hamburger, Joshua;
Zhao, Shan;
Madek, Jonathan;
Bhatt, Himani;
Levin, Matthew;
Görlinger, Klaus

Publication type:

Article

Machine learning to predict in‐hospital mortality among patients with severe obesity: Proof of concept study.

Published in:

Obesity Science & Practice, 2022, v. 8, n. 4, p. 474, doi. 10.1002/osp4.571

By:

Soffer, Shelly;
Zimlichman, Eyal;
Levin, Matthew A.;
Zebrowski, Alexis M.;
Glicksberg, Benjamin S.;
Freeman, Robert;
Reich, David L.;
Klang, Eyal

Publication type:

Article

Finding a proper "Mate": Comparison of left ventricular assist devices using cerebral oximetry.

Published in:

2021

By:

Montgomery, Morgan L;
Stannard, Blaine;
Dzedzik, Siarhei;
Lin, Hung-Mo;
Anyanwu, Anelechi;
Levin, Matthew A;
Trinh, Muoi

Publication type:

journal article

Intraoperative hypotension and flap loss in free tissue transfer surgery of the head and neck.

Published in:

Head & Neck, 2018, v. 40, n. 11, p. 2334, doi. 10.1002/hed.25190

By:

Kass, Jason L.;
Lakha, Sameer;
Levin, Matthew A.;
Joseph, Thomas;
Lin, Hung‐Mo;
Genden, Eric M.;
Teng, Marita S.;
Miles, Brett A.;
DeMaria, Samuel

Publication type:

Article

A Simple Free-Text-like Method for Extracting Semi-Structured Data from Electronic Health Records: Exemplified in Prediction of In-Hospital Mortality.

Published in:

Big Data & Cognitive Computing, 2021, v. 5, n. 3, p. 1, doi. 10.3390/bdcc5030040

By:

Klang, Eyal;
Levin, Matthew A.;
Soffer, Shelly;
Zebrowski, Alexis;
Glicksberg, Benjamin S.;
Carr, Brendan G.;
Mcgreevy, Jolion;
Reich, David L.;
Freeman, Robert

Publication type:

Article

Using sequence clustering to identify clinically relevant subphenotypes in patients with COVID-19 admitted to the intensive care unit.

Published in:

Journal of the American Medical Informatics Association, 2022, v. 29, n. 3, p. 489, doi. 10.1093/jamia/ocab252

By:

Oh, Wonsuk;
Jayaraman, Pushkala;
Sawant, Ashwin S;
Chan, Lili;
Levin, Matthew A;
Charney, Alexander W;
Kovatch, Patricia;
Glicksberg, Benjamin S;
Nadkarni, Girish N

Publication type:

Article

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

Published in:

Journal of Medical Internet Research, 2021, v. 23, n. 2, p. N.PAG, doi. 10.2196/26107

By:

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

Publication type:

Article

Cultural Perceptions and Negotiations Surrounding Sexual and Reproductive Health Among Migrant and Non-migrant Indigenous Mexican Women from Yucatán, Mexico.

Published in:

2014

By:

Espinoza, Rebeca;
Martínez, Isela;
Levin, Matthew;
Rodriguez, Alicia;
Chan, Teresa;
Goldenberg, Shira;
Zúñiga, María

Publication type:

Journal Article

Cultural Perceptions and Negotiations Surrounding Sexual and Reproductive Health Among Migrant and Non-migrant Indigenous Mexican Women from Yucatán, Mexico.

Published in:

Journal of Immigrant & Minority Health, 2014, v. 16, n. 3, p. 356, doi. 10.1007/s10903-013-9904-7

By:

Espinoza, Rebeca;
Martínez, Isela;
Levin, Matthew;
Rodriguez, Alicia;
Chan, Teresa;
Goldenberg, Shira;
Zúñiga, María

Publication type:

Article

Perioperative risk and antiplatelet management in patients undergoing non-cardiac surgery within 1 year of PCI.

Published in:

Journal of Thrombosis & Thrombolysis, 2022, v. 53, n. 2, p. 380, doi. 10.1007/s11239-021-02539-8

By:

Cao, Davide;
Levin, Matthew A.;
Sartori, Samantha;
Claessen, Bimmer;
Roumeliotis, Anastasios;
Zhang, Zhongjie;
Nicolas, Johny;
Chandiramani, Rishi;
Bedekar, Rashi;
Waseem, Zaha;
Goel, Ridhima;
Chiarito, Mauro;
Lupo, Bonnie;
Jhang, Jeffrey;
Dangas, George D.;
Baber, Usman;
Bhatt, Deepak L.;
Sharma, Samin K.;
Kini, Annapoorna S.;
Mehran, Roxana

Publication type:

Article

A Hybrid Decision Tree and Deep Learning Approach Combining Medical Imaging and Electronic Medical Records to Predict Intubation Among Hospitalized Patients With COVID-19: Algorithm Development and Validation.

Published in:

JMIR Formative Research, 2023, v. 7, n. 1, p. 1, doi. 10.2196/46905

By:

Nguyen, Kim-Anh-Nhi;
Tandon, Pranai;
Ghanavati, Sahar;
Cheetirala, Satya Narayana;
Timsina, Prem;
Freeman, Robert;
Reich, David;
Levin, Matthew A;
Mazumdar, Madhu;
Fayad, Zahi A;
Kia, Arash

Publication type:

Article

Subversive Southerner: Anne Braden and the Struggles for Racial Justice in the Cold War South.

Published in:

2003

By:

Levin, Matthew

Publication type:

Book Review

Click for Help: An Anesthesiology Department Messaging System.

Published in:

Journal of Medical Systems, 2021, v. 45, n. 6, p. 1, doi. 10.1007/s10916-021-01744-5

By:

Wax, David B.;
Adeel, Abrar;
Huang, Jia;
Villar, Joshua;
Levin, Matthew A.

Publication type:

Article

Validation of the All Patient Refined Diagnosis Related Group (APR-DRG) Risk of Mortality and Severity of Illness Modifiers as a Measure of Perioperative Risk.

Published in:

Journal of Medical Systems, 2018, v. 42, n. 5, p. 1, doi. 10.1007/s10916-018-0936-3

By:

McCormick, Patrick J.;
Lin, Hung-mo;
Deiner, Stacie G.;
Levin, Matthew A.

Publication type:

Article

Ventilator Data Extraction with a Video Display Image Capture and Processing System.

Published in:

2017

By:

Wax, David;
Hill, Bryan;
Levin, Matthew

Publication type:

Report

Using a Scanner for Easier Forms Completion.

Published in:

Family Practice Management, 2001, v. 8, n. 6, p. 49

By:

Levin, Matthew W.

Publication type:

Article

How a Salaried FP Computerized His Practice -- on His Own.

Published in:

Family Practice Management, 2000, v. 7, n. 6, p. 43

By:

Levin, Matthew W.

Publication type:

Article

Receptor clustering as a cellular mechanism to control sensitivity.

Published in:

Nature, 1998, v. 393, n. 6680, p. 85, doi. 10.1038/30018

By:

Bray, Dennis;
Levin, Matthew D.;
Morton-Firth, Carl J.

Publication type:

Article

Assessing calibration and bias of a deployed machine learning malnutrition prediction model within a large healthcare system.

Published in:

NPJ Digital Medicine, 2024, v. 7, n. 1, p. 1, doi. 10.1038/s41746-024-01141-5

By:

Liou, Lathan;
Scott, Erick;
Parchure, Prathamesh;
Ouyang, Yuxia;
Egorova, Natalia;
Freeman, Robert;
Hofer, Ira S.;
Nadkarni, Girish N.;
Timsina, Prem;
Kia, Arash;
Levin, Matthew A.

Publication type:

Article

Predicting adult neuroscience intensive care unit admission from emergency department triage using a retrospective, tabular-free text machine learning approach.

Published in:

Scientific Reports, 2021, v. 10, n. 1, p. 1, doi. 10.1038/s41598-021-80985-3

By:

Klang, Eyal;
Kummer, Benjamin R.;
Dangayach, Neha S.;
Zhong, Amy;
Kia, M. Arash;
Timsina, Prem;
Cossentino, Ian;
Costa, Anthony B.;
Levin, Matthew A.;
Oermann, Eric K.

Publication type:

Article

Machine Learning Model for Outcome Prediction of Patients Suffering from Acute Diverticulitis Arriving at the Emergency Department—A Proof of Concept Study.

Published in:

Diagnostics (2075-4418), 2021, v. 11, n. 11, p. 2102, doi. 10.3390/diagnostics11112102

By:

Klang, Eyal;
Freeman, Robert;
Levin, Matthew A.;
Soffer, Shelly;
Barash, Yiftach;
Lahat, Adi

Publication type:

Article

Molecular model of a lattice of signalling proteins involved in bacterial chemotaxis.

Published in:

Nature Cell Biology, 2000, v. 2, n. 11, p. 792, doi. 10.1038/35041030

By:

Shimizu, Thomas S.;
Le Novère, Nicolas;
Levin, Matthew D.;
Beavil, Andrew J.;
Sutton, Brian J.;
Bray, Dennis

Publication type:

Article

The fourth wave: vaccination status and intensive care unit mortality at a large hospital system in New York City.

Published in:

Acute & Critical Care, 2022, v. 37, n. 3, p. 339, doi. 10.4266/acc.2022.00675

By:

Tandon, Pranai;
Leibner, Evan;
Hackett, Anna;
Maguire, Katherine;
Leonardi, Kayla;
Levin, Matthew A.;
Kohli-Seth, Roopa

Publication type:

Article

Association of SARS-CoV-2 viral load at admission with in-hospital acute kidney injury: A retrospective cohort study.

Published in:

PLoS ONE, 2021, v. 16, n. 2, p. 1, doi. 10.1371/journal.pone.0247366

By:

Paranjpe, Ishan;
Chaudhary, Kumardeep;
Johnson, Kipp W.;
Jaladanki, Suraj K.;
Zhao, Shan;
De Freitas, Jessica K.;
Pujdas, Elisabet;
Chaudhry, Fayzan;
Bottinger, Erwin P.;
Levin, Matthew A.;
Fayad, Zahi A.;
Charney, Alexander W.;
Houldsworth, Jane;
Cordon-Cardo, Carlos;
Glicksberg, Benjamin S.;
Nadkarni, Girish N.

Publication type:

Article

Obesity as a mortality risk factor in the medical ward: a case control study.

Published in:

BMC Endocrine Disorders, 2022, v. 22, n. 1, p. 1, doi. 10.1186/s12902-021-00912-5

By:

Soffer, Shelly;
Zimlichman, Eyal;
Glicksberg, Benjamin S.;
Efros, Orly;
Levin, Matthew A.;
Freeman, Robert;
Reich, David L.;
Klang, Eyal

Publication type:

Article

Alive or dead: Validity of the Social Security Administration Death Master File after 2011.

Published in:

2019

By:

Levin, Matthew A.;
Lin, Hung-Mo;
Prabakar, Gautham;
McCormick, Patrick J.;
Egorova, Natalia N.;
Prabhakar, Gautham

Publication type:

journal article

Renal cell carcinoma with inferior vena cava thrombus extending to the right atrium diagnosed during pregnancy.

Published in:

Therapeutic Advances in Urology, 2017, v. 9, n. 6, p. 155, doi. 10.1177/1756287217701378

By:

Ghanney, Efe C.;
Cavallo, Jaime A.;
Levin, Matthew A.;
Reddy, Ramachandra;
Bander, Jeffrey;
Mella, Maria;
Stone, Joanne;
Schwartz, Myron;
Haines, Kenneth;
Gidwani, Umesh;
Mehrazin, Reza

Publication type:

Article