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.
Sweigert PJ, Eguia E, Janjua H, Nassoiy SP, Knab LM, Abood G, Kuo PC, Baker MS. Does resection improve overall survival for intrahepatic cholangiocarcinoma with nodal metastases? Surg Open Sci. 2020 May 16;2(3):107-112.
Eguia, E., Vivirito, V., Cobb, A.N. Janjua, H. Cheung, M. Kuo, PC. Predictors of Death in Necrotizing Skin and Soft Tissue Infection. World J Surg 43, 2734–2739 (2019).
Cobb AN, Eguia E, Janjua H, Kuo PC. Put Me in the Game Coach! Resident Participation in High-risk Surgery in the Era of Big Data. J Surg Res. 2018 Dec; 232:308-317.
Kirshenbaum E, Blackwell Robert, Li Belinda & Eguia, Emanuel & Janjua, Haroon & Cobb, Adrienne & Baldea, Kristin & Kuo, Paul & Gorbonos, Alex. (2018). The July Effect in Urologic Surgery: Myth or Reality? Urology Practice. 6. 10.1016/j.urpr.2018.02.001.
RH, Kothari AN, Kuo PC, Baldea KG, Turk TMT. Metabolic Syndrome Increases Risk of Postoperative Myocardial Infarction Following Percutaneous Nephrolithotomy. J Endourol. 2018 Nov;32(11):1039-1043.
Cobb AN, Benjamin AJ, Huang ES, Kuo PC. Big data: More than big data sets. Surgery. 2018;164(4):640-642.
Blackwell RH, Kothari AN, Shah A, Gange W, Quek ML, Luchette FA, Flanigan RC, Kuo PC, Gupta GN. Adhesive Bowel Obstruction Following Urologic Surgery: Improved Outcomes with Early Intervention. Curr Urol. 2018 Jun;11(4):175-181.
Cobb AN, Erickson TR, Kothari AN, Eguia E, Brownlee SA, Yao W, Choi H, Greenberg V, Mboya J, Voss M, Raicu DS, Settimi-Woods R, Kuo PC. Commercial quality "awards" are not a strong indicator of quality surgical care. Surgery. 2018 Sep;164(3):379-386.
Cannon AR, Kuprys PV, Cobb AN, Ding X, Kothari AN, Kuo PC, Eberhardt JM, Hammer AM, Morris NL, Li X, Choudhry MA. Alcohol enhances symptoms and propensity for infection in inflammatory bowel disease patients and a murine model of DSS-induced colitis. J Leukoc Biol. 2018 Sep;104(3):543-555.
Kirshenbaum EJ, Blackwell RH, Li B, Kothari AN, Kuo PC, Flanigan RC, Gorbonos A, Gupta GN. Implications of postoperative pulmonary aspiration following major urologic surgery. Can J Urol. 2018 Feb;25(1):9186-9192.
Lim S, Javorski MJ, Halandras PM, Kuo PC, Aulivola B, Crisostomo P. Epidemiology, treatment, and outcomes of acute limb ischemia in the pediatric population. J Vasc Surg. 2018 Jul;68(1):182-188.
Blackwell RH, Kirshenbaum EJ, Shah AS, Kuo PC, Gupta GN, Turk TMT. Complications of Recognized and Unrecognized Iatrogenic Ureteral Injury at Time of Hysterectomy: A Population Based Analysis. J Urol. 2018 Jun;199(6):1540-1545.
Cobb AN, Daungjaiboon W, Brownlee SA, Baldea AJ, Sanford AP, Mosier MM, Kuo PC. Seeing the forest beyond the trees: Predicting survival in burn patients with machine learning. Am J Surg. 2018 Mar;215(3):411-416.
Kuo MC, Kothari AN, Kuo PC, Mi Z. Cancer stemness in bone marrow micrometastases of human breast cancer. Surgery. 2018 Feb;163(2):330-335.
Blackwell RH, Kirshenbaum EJ, Zapf MAC, Kothari AN, Kuo PC, Flanigan RC, Gupta GN. Incidence of Adverse Contrast Reaction Following Nonintravenous Urinary Tract Imaging. Eur Urol Focus. 2017 Feb;3(1):89-93.
Cobb AN, Barkat A, Daungjaiboon W, Halandras P, Crisostomo P, Kuo PC, Aulivola B. Carotid Body Tumor Resection: Just as Safe without Preoperative Embolization. Ann Vasc Surg. 2018 Jan; 46:54-59.
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)
Barry TM, Janjua HM, Johnson B, Ottinger M. Lost RVUs: The Opportunity Cost of Training Surgical Residents. The Florida Vascular Society Annual Meeting 2020, April 23426 Amelia Island, FL
Janjua HM, Cousin-Peterson E, Barry TM, Agcaoili F, Al-Salihi Y, Kuo PC. Elements of the Care Environment Influence Coronary Artery Bypass Surgery (CABG) Readmissions. Academic Surgical Congress Annual Meeting 2020, February 04306, Orlando, Florida
Agcaoili F, Janjua HM, Cousin-Peterson E, Barry, Al-Salihi Y, Kuo PC. Burdens & Causes: Propensity Matching Safety Net Hospital CABG Patients to Analyze Hospital Factors. Academic Surgical Congress Annual Meeting 2020, February 04306, Orlando, Florida
Eriksson ZA, Janjua HM, Barry TM, Cousin-Peterson E, Agcaoili F, Al-Salihi Y, Kuo PC. Surgery Vs. Endoscopic Intervention for Patients with Chronic Pancreatitis. Academic Surgical Congress Annual Meeting 2020, February 04306, Orlando, Florida
Barry TM, Janjua H, Cousin-Peterson E, Mooney A, Ottinger M, Kuo PC. Battle of the Sexes: The Effect of Surgeon Gender on Post-Operative in Hospital Mortality. University of South Florida Annual Research Day 2020, November, Tampa, FL (selected for presentation 'Annual Joseph Krzanowski, PhD (Prof Emeritus) USF Health Invited Oral Presentations’)
Cousin-Peterson E, Janjua H, Barry TM, Kuo PC, Williams JR. Complications of Diverting Loop Ileostomy after Low Anterior Resection from 2012 to 2017: Have we impacted care? University of South Florida Annual Research Day 2020, November, Tampa, FL (awarded best poster 'USF Health Residents and Fellows Category’)
Janjua HM, Cousin-Peterson E, Barry TM, Agcaoili F, Al-Salihi Y, Kuo PC. Elements of the Care Environment Influence Coronary Artery Bypass Surgery (CABG) Readmissions. University of South Florida Annual Research Day 2020, November, Tampa, FL
Cousin-Peterson, E., Janjua, H., Chobrutskiy, B., Bernier, G., Conley, A., Kuo, P., Sanchez, J Who Makes the Cut? An Updated Analysis on Trends and Disparities for Minimally Invasive Colorectal Surgery in the United States. American College of Surgeons Clinical Congress Annual Meeting 2019, October 27531, San Francisco, California
E. Cousin-Peterson, H. Janjua, P.C. Kuo Hospital factors and 30-Day Readmission Rates in Colorectal Surgery. The American Society of Colon and Rectal Surgeons Annual Scientific Meeting 2019, June 01505, Cleveland, Ohio
Haroon Janjua, MS; Paul C. Kuo, MD, MBA; Cousin-Peterson E, MD; Emanuel Eguia, MD, MHA; Patrick Sweigert, MD; Marshall S. Baker, MD, MBA. Targeting an Ideal Length of Stay for Patients Undergoing Pancreaticoduodenectomy: Can We Impact Aggregate Costs of Care? Americas Hepato-Pancreato-Billiary Association Annual Meeting 2019, Match 20524, Miami Beach, Florida & 2019 Florida Business Analytics Forum, Muma College of Business, University of South Florida