OnetoMap Analytics
Research
Overview
The macro-environment of care delivery mechanism comprises of various elements, and these factors include genetics, patient health factors, temporal hospital resources, hospital IT, commercial quality awards and socio-economical/social determinants, among others. We at OnetoMap analytics strive to explore and discover the macro-care delivery mechanisms through tapping big data analytics and machine learning algorithms. We have a pool of various data sets containing information on patient health and socio-economic demographics, hospital profiles, and physician information. Looking at the big picture helps to approach a problem in different ways, and therefore better interventions can be developed. We are always willing to join hands and collaborate to expand the research endeavors.
Journal Articles, Published & Accepted
Janjua HM, Barry TM, Cousin-Peterson E, Kuo PC; Defining the Relative Contribution of Socioeconomic Characteristics to Patient Outcomes in The Model Of 30-day Readmissions After CABG. Accepted at Surg
Cobb AN, Janjua HM, Kuo PC. Big Data Solutions for Controversies in Breast Cancer Treatment. Clin Breast Cancer. 2020; S1526-8209(20)30208-1
Barry TM, Janjua HM, Cousin-Peterson E, Mooney A, Ottinger M, Kuo PC. Battle of the Sexes: The Effect of Surgeon Gender on Post-Operative in Hospital Mortality. Accepted at Surg
Janjua H, Cousin-Peterson E, Barry TM, Kuo MC, Baker MS, Kuo PC. The paradox of the robotic approach to inguinal hernia repair in the inpatient setting. Am J Surg. 2020;219(3):497-501.
Janjua H, Cousin-Peterson E, Barry TM, Kuo MC, Baker MS, Kuo PC. Robotic Approach to Outpatient Inguinal Hernia Repair. J Am Coll Surg. 2020;231(1):61-72.
Journal Articles, Submitted
Rogers M, DeSantis A, Janjua H, Barry T, Kuo PC. The Future Surgical Training Paradigm: Virtual Reality and Machine Learning in Surgical Education. Submitted to Surgery
Barry TM, Davis DM, Janjua HM, Cousin-Peterson E, Kuo PC. Resident Participation for Select General Surgery Procedures is Associated with Varying Outcomes. Submitted to Am J Surg
Al-Salihi Y, Janjua HM, Barry TM, Cousin-Peterson E, Kuo PC. Maternal Postpartum Complications Challenge the Hospital Volume-Outcome Paradigm. Submitted to Obstet Gynecol
Cousin-Peterson E, Janjua HM, Barry TM, Baker MS, Kuo PC. Does Targeting an Ideal Length of Stay for Patients Undergoing Colectomy Impact Readmissions and Costs of Care. Submitted to Am J Surg
Abstracts/Presentations at Scientific Meetings
Barry TM, Rogers M, Eguia E, DuCoin Christopher, Kuo PC, Janjua HM Does Adoption of New Technology Increase Surgical Volume? The Robotic Inguinal Hernia Model. Western Surgical Association Annual Meeting 2021, November 07410 Dana Point, California
Kulshrestha S, Janjua HM, Bunn C, Rogers M, DuCoin Christopher, Luchette F, Kuo PC, Baker M. The Robotic Approach to Diaphragmatic Hernia Repair is Associated with Increased Cost and Prolonged Length of Stay. Western Surgical Association Annual Meeting 2021, November 07410 Dana Point, California
Barry TM, Davis DM, Janjua HM, Cousin-Peterson E, Kuo PC. Resident Participation for Select General Surgery Procedures is Associated with Varying Outcomes. American College of Surgeons Quality and Safety Virtual Conference 2020, August 21424
Janjua HM, Barry TM, Cousin-Peterson E, Kuo PC. Investigating Factors Impacting Length of Stay and Readmission: A case of Complex Liver Surgeries. Midwest Surgical Association Annual Meeting 2020, August 02304, Mackinac Island, MI (Cancelled due to COVID 19)
Barry TM, DeSantis AJ, Janjua HM, Cousin-Peterson E, Saad A, Kuo PC. Predicting Post-Operative Clostridium Difficile Infection. Society of Surgery of the Alimentary Tract Annual Meeting at Digestive Disease Week 2020, May 02405, Chicago, IL (Cancelled due to COVID 19)