JejoD.KoolaMDMS

PubMed

• A machine learning framework to adjust for learning effects in medical device safety evaluation.
  Jejo D Koola, Karthik Ramesh, Jialin Mao, Minyoung Ahn, Sharon E Davis
  Journal of the American Medical Informatics Association. 2025-01-01
• 10 citations
  Digital health and acute kidney injury: consensus report of the 27th Acute Disease Quality Initiative workgroup.
  Kianoush B Kashani, Linda Awdishu, Sean M Bagshaw, Erin F Barreto, Rolando Claure-Del Granado
  Nature Reviews. Nephrology. 2023-12-01
• Clinical Characteristics and Outcomes of Drug-Induced Acute Kidney Injury Cases.
  Zaid K Yousif, Jejo D Koola, Etienne Macedo, Jorge Cerda, Stuart L Goldstein
  Kidney International Reports. 2023-11-01

Journal Articles

• Motor threshold in transcranial magnetic stimulation: the impact of white matter fiber orientation and skull-to-cortex distance  
  Herbsman T, Forster L, Molnar C, Dougherty R, Christie D, Koola J, Ramsey D, Morgan PS, Bohning DE, George MS, Nahas Z, Human Brain Mapping, 1/1/2009
• Serial vagus nerve simulation functional MRI in treatment-resistant depression  
  Nahas Z, Teneback C, Chae JH, Mu Q, Molnar C, Kozel FA, Walker J, Anderson B, Koola J, Kose S, Lomarev M, Bohning DE, George MS, Neuropsychopharmacology, 1/1/2007
• Emotion facilitates action: a transcranial magnetic stimulation study of motor cortex excitability during picture viewing  
  Hajcak G, Molnar C, George MS, Bolger K, Koola J, Nahas Z, Psychophysiology, 1/1/2007
• Estimating resting motor thresholds in transcranial magnetic stimulation research and practice: a computer simulation evaluation of best methods  
  Borckardt J, Nahas Z, Koola J, George MS, Journal of ECT, 1/1/2006
• Decreased cortical response to verbal working memory following sleep deprivation  
  Mu Q, Nahas Z, Johnson KA, Yamanaka K, Mishory A, Koola J, Hill S, Horner MD, Bohning DE, George MS, Sleep, 1/1/2005
• The maximum-likelihood strategy (MLS) for determining TMS motor threshold, using parameter estimation by sequential testing (PEST) is faster than conventional methods,...  
  Mishory A, Molnar C, Koola J, Stroud Z, Li X, Kozel FA, Myrick H, Nahas Z, George MS, Journal of ECT, 1/1/2004
• The role of anisotropy in the initiation and propagation of action currents in cardiac tissue  
  Baudenbacher F, Peters NT, Koola J, Holzer JR, Fong LE, Trontelj Z, Wikswo JP, Bulletin of the American Physical Society, 1/1/2001
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Books/Book Chapters

• Transcranial Magnetic Stimulation in Clinical Psychiatry. 
  Chapter: Methods of administering transcranial magnetic stimulation. 
  Koola J ( With other authors)American Psychiatric Publishing, Inc., Arlington, VA2007
• Transcranial Magnetic Stimulation in Clinical Psychiatry. 
  Chapter: Transcranial magnetic stimulation and brain imaging. 
  Koola J ( With other authors)American Psychiatric Publishing, Inc., Arlington, VA2007

Abstracts/Posters

• A Machine Learning Model to Predict Readmission for Patients with Cirrhosis.
  Koola J, Cao A, Chen G, Ho SB, Matheny ME, AMIA Annual Symposium, Washington, DC, 1/1/2017
• Post-Discharge Mortality in a National Cohort of Veterans Affairs Patients with Cirrhosis.
  Koola J, Cao A, Perkins A, Chen G, Ho SB, Matheny ME, AASLD The Liver Meeting, Boston, MA, 1/1/2016
• An Electronic Health Record Phenotyping Algorithm for Identifying Patients with Hepatorenal Syndrome.
  Koola J, Ho SB, Matheny ME, AMIA Annual Symposium, Chicago, IL, 1/1/2016
• Workflow-guided Development of a Clinical Decision Support Tool for Patients with Advanced Liver Disease.
  Ho SB, Ducom JE, Miller A, Garvin J, Koola JD, et al, AMIA Annual Symposium, Chicago, IL, 1/1/2016
• Building a Phenotyping Model for Hepatorenal Syndrome.
  Koola J, Ho S, Matheny M, Vanderbilt DBMI Research Forums, Nashville, TN, 1/1/2016
• Using a Multilayer Self-Organizing Map for Risk Prediction in Hepatorenal Syndrome.
  Koola J, Davis S, Ho S, Matheny M, AMIA Joint Summits, San Francisco, CA, 1/1/2016
• Self-Organizing Maps to Improve Risk Prediction in Hepatorenal Syndrome.
  Koola J, Matheny M, AMIA Joint Summits, San Francisco, CA, 1/1/2015
• A Novel Visualization for Rapid Summarization of Patient History: Application to Cirrhosis.
  Koola J, Ho S, Matheny M, AMIA Annual Symposium, Washington, DC, 1/1/2015
• Development of an Automated Cirrhosis-Associated Symptom/Finding Detection Tool.
  Koola J, Cronin R, Reeves R, Denton J, Ho S, Matheny M, AMIA Annual Symposium, Washington, DC, 1/1/2014
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Other

• Parallel SPM 
  Koola J
  http://www.sourceforge.net/projects/parallelspm
• SPM Batch 
  Koola J
  http://www.sourceforge.net/projects/spm2batch