プロフィール詳細

プロジェクトを作成

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Dr. Jacob V.に依頼

United States

Physician and Medical Scientist | Expert in Biomedical Informatics, Biostatistics, & Public Health

プロフィール概要

MD, Board Certified in Public Health & General Preventive Medicine, and Clinical Informatics PhD in Biomedical Informatics MS in Biostatistics MPH Previous projects have included developing education and technology solutions for barriers to timely discharge, analysis of real-time prescription benefit impact, analysis of inequities exacerbated by SARS-CoV-2, development of educational materials for board preparation, and general statistical analysis not limited to the medical field. I look forward to hearing about and helping with your projects!

専門分野

• ★ Applied Statistics
• ★ Medicine
• ★ Health Informatics
• ☆ Biostatistics
• ☆ Data Analysis
• ☆ Computer Simulation/Computational Modeling
• ☆ Predictive Modeling & Analytics
• ☆ Data Processing
• ☆ Data Exploration
• ☆ Big Data Analytics
• ☆ Data Manipulation
• ☆ Machine Learning
• ☆ Data Mining
• ☆ Data Cleaning
• ☆ Artificial Intelligence
• ☆ Statistics
• ☆ Regression Analysis
• ☆ Multivariate Analysis
• ☆ Nonlinear Regression
• ☆ Correlation Analysis
• ☆ Study Design
• ☆ Statistical Review
• ☆ Medical Statistics
• ☆ Health Data Analysis
• ☆ Knowledge Management
• ☆ Decision Science
• ☆ Information Retrieval
• ☆ Information & Knowledge Management
• ☆ R
• ☆ Clinical Trials
• ☆ IRB Applications
• ☆ Clinical Trial Design
• ☆ Clinical Data Management
• ☆ Clinical Trials Data Analysis
• ☆ Primary Care/Family Medicine
• ☆ Human Biology
• ☆ Preventive Medicine
• ☆ Public Health
• ☆ Internal Medicine
• ☆ Medical Sciences

サービス

• Writing
• Research
• Consulting
• Data & AI

Writing Technical Writing, Copywriting, Newswriting

Research Fact Checking, Gray Literature Search, Scientific and Technical Research, Systematic Literature Review, Secondary Data Collection

Consulting Healthcare Consulting, Scientific and Technical Consulting

Data & AI Predictive Modeling, Statistical Analysis, Algorithm Design-ML, Data Visualization, Big Data Analytics, Text Mining & Analytics, Data Mining, Data Cleaning, Data Processing, Data Insights

職務経験

Physician

ArchWell Health

1月 2023 - 現在

Resident Physician

Griffin Hospital

7月 2018 - 7月 2022

学歴

Master of Public Health

Yale University

7月 2020 - 5月 2021

Doctor of Medicine

Vanderbilt University

7月 2008 - 5月 2018

Doctor of Philosphy, Biomedical Informatics

Vanderbilt University

7月 2010 - 6月 2016

Master of Science, Biostatistics

Vanderbilt University

7月 2010 - 6月 2016

Bachelor of Arts, University Scholars, Honors Program, Magna cum laude, Phi Beta Kappa

Baylor Unversity

7月 2010 - 6月 2016

認定資格

• Certification in Clinical Informatics Subspecialty

  American Board of Preventive Medicine

  1月 2024 - 現在

• Certification in Public Health and General Preventive Medicine

  American Board of Preventive Medicine

  1月 2023 - 現在

出版物

JOURNAL ARTICLE

(2020). Artificial Intelligence for Diagnosis of Acute Coronary Syndromes: A Meta-analysis of Machine Learning Approaches . Canadian Journal of Cardiology.

VanHouten JP, Rudd RA, Ballesteros MF, Mack KA(2019). Drug Overdose Deaths Among Women Aged 30-64 Years - United States, 1999-2017 . MMWR. Morbidity and mortality weekly report.

VanHouten J, Fricker G, Collins B, Bhatia R, Ellis C, Schrag M(2018). Circulating Troponin I Level in Patients with Acute Ischemic Stroke . Current neurology and neuroscience reports.

Wilson RJ, Sulieman LM, VanHouten JP, Halpern JL, Schwartz HS, Devin CJ, Holt GE(2017). Cost-utility of osteoarticular allograft versus endoprosthetic reconstruction for primary bone sarcoma of the knee: A markov analysis . Journal of surgical oncology.

Lakomkin N, Kothari P, Dodd AC, VanHouten JP, Yarlagadda M, Collinge CA, Obremskey WT, Sethi MK(2017). Higher Charlson Comorbidity Index Scores Are Associated With Increased Hospital Length of Stay After Lower Extremity Orthopaedic Trauma . Journal of orthopaedic trauma.

Wiley LK, Vanhouten JP, Samuels DC, Aldrich MC, Roden DM, Peterson JF, Denny JC(2017). STRATEGIES FOR EQUITABLE PHARMACOGENOMIC-GUIDED WARFARIN DOSING AMONG EUROPEAN AND AFRICAN AMERICAN INDIVIDUALS IN A CLINICAL POPULATION . Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing.

Teixeira PL, Wei WQ, Cronin RM, Mo H, VanHouten JP, Carroll RJ, LaRose E, Bastarache LA, Rosenbloom ST, Edwards TL, et al.(2016). Evaluating electronic health record data sources and algorithmic approaches to identify hypertensive individuals . Journal of the American Medical Informatics Association : JAMIA.

Greenberg SE, Lakomkin N, VanHouten JP, Sethi MK(2016). In response . Journal of orthopaedic trauma.

Greenberg SE, VanHouten JP, Lakomkin N, Ehrenfeld J, Jahangir AA, Boyce RH, Obremksey WT, Sethi MK(2016). Does Admission to Medicine or Orthopaedics Impact a Geriatric Hip Patient's Hospital Length of Stay? . Journal of orthopaedic trauma.

Whiting PS, White-Dzuro GA, Greenberg SE, VanHouten JP, Avilucea FR, Obremskey WT, Sethi MK(2016). Risk Factors for Deep Venous Thrombosis Following Orthopaedic Trauma Surgery: An Analysis of 56,000 patients . Archives of trauma research.

Cronin RM, VanHouten JP, Siew ED, Eden SK, Fihn SD, Nielson CD, Peterson JF, Baker CR, Ikizler TA, Speroff T, et al.(2015). National Veterans Health Administration inpatient risk stratification models for hospital-acquired acute kidney injury . Journal of the American Medical Informatics Association : JAMIA.

Bills JL, VanHouten J, Grundy MM, Chalkley R, Dermody TS(2015). Validity of the Medical College Admission Test for predicting MD-PhD student outcomes . Advances in health sciences education : theory and practice.

VanHouten JP, Starmer JM, Lorenzi NM, Maron DJ, Lasko TA(2014). Machine learning for risk prediction of acute coronary syndrome . AMIA ... Annual Symposium proceedings. AMIA Symposium.

Parikh R, Shah RJ, VanHouten JP, Cherney EF(2014). Ocular findings at initial pan retinal photocoagulation for proliferative diabetic retinopathy predict the need for future pars plana vitrectomy . Retina (Philadelphia, Pa.).

VanHouten JP, White RR, Jackson GP(2011). A decision model of therapy for potentially resectable pancreatic cancer . The Journal of surgical research.