Azra Bihorac, M.D., MS FCCM, FASN
Senior Associate Dean For Research Affairs At The University Of Florida College Of Medicine; Professor Of Medicine, Surgery And Anesthesiology; Director, Intelligent Clinical Care Center
Department:
MD-MED QUANTITATIVE HEALTH
Business Phone:
(352) 273-5995
Business Email:
abihorac@ufl.edu
About Azra Bihorac
I grew up in a region of northern Bosnia known for a disease called Balkan endemic nephropathy, or BEN, which causes kidney failure. My career in nephrology really began from wanting to help people from my home town suffering from kidney ailments.
I am the senior associate dean of the Office of Research in the University of Florida College of Medicine. I am also the R. Glenn Davis Professor of Medicine, Surgery, Anesthesiology and Physiology & Functional Genomics, and director of the Intelligent Clinical Care Center IC3 at UF. IC3 is a multidisciplinary center focused on developing and providing sustainable support and leadership for transformative medical AI research, education, and clinical applications to advance patients’ health in critical and acute care medicine. The center uses the extensive repository of clinical and research data from UF Health, one of Florida’s largest health care systems, to support unprecedented, world-leading artificial intelligence research and innovation for transforming the diagnosis, monitoring and treatment for critically and acutely ill patients.
My vision is to develop tools for intelligent human-centered health care that delivers optimized care tailored to a patient’s “personal clinical profile” using digital data. Through my work in national and international professional organizations in nephrology and critical care medicine, I advocated for women physicians and scientists, promoting their equality and recognition in health care leadership, research and education. With the help of patients and providers alike, I believe we can create medical AI that is trustworthy and ethical.
I earned my medical degree at the University of Sarajevo School of Medicine in Sarajevo, Bosnia and Herzegovina. Then, I completed my nephrology fellowship, internal medicine residency and critical care medicine fellowship at the University of Florida. Finally, I earned my Master of Science in clinical science at UF in 2011.
I have over 200 peer-reviewed articles with more than 10,000 citations. In addition to my research, I have received notable awards from the Society of Critical Care Medicine and funding from the National Institutes of Health since 2010.
In my free time, I like hanging out with my family, reading and having discussions with my book club and traveling, nationally and internationally.
Related Links:
Teaching Profile
Courses Taught
2018
MDT7090 Elective Topics
2012-2014
BMS4905 Medical Sciences Senior Research
2011,2014
PHC7979 Advanced Research
2009
IDH4917 Undergrad Research
Board Certifications
-
Clinical InformaticsAmerican Board of Preventive Medicine
-
Critical Care MedicineAmerican Board of Internal Medicine
-
Internal MedicineAmerican Board of Internal Medicine
-
NephrologyAmerican Board of Internal Medicine
-
Neurocritical CareUnited Council of Neurological Subspecialty
Clinical Profile
Specialties
- Nephrology
Research Profile
Open Researcher and Contributor ID (ORCID)
0000-0002-5745-2863
Publications
2024
APRICOT-Mamba: Acuity Prediction in Intensive Care Unit (ICU): Development and Validation of a Stability, Transitions, and Life-Sustaining Therapies Prediction Model.
Research square.
[DOI] 10.21203/rs.3.rs-4790824/v1.
[PMID] 39149454.
2024
Artificial intelligence in acute medicine: a call to action.
Critical care (London, England).
28(1)
[DOI] 10.1186/s13054-024-05034-7.
[PMID] 39075468.
2024
Association of Sociodemographic Factors With Overtriage, Undertriage, and Value of Care After Major Surgery.
Annals of surgery open : perspectives of surgical history, education, and clinical approaches.
5(2)
[DOI] 10.1097/AS9.0000000000000429.
[PMID] 38911666.
2024
Co-creating Consent for Data Use — AI-Powered Ethics for Biomedical AI
NEJM AI.
1(7)
[DOI] 10.1056/aipc2400237.
2024
Community-engaged artificial intelligence research: A scoping review
PLOS Digital Health.
3(8)
[DOI] 10.1371/journal.pdig.0000561.
[PMID] 39178307.
2024
Development and validation of a race-agnostic computable phenotype for kidney health in adult hospitalized patients
PLOS ONE.
19(4)
[DOI] 10.1371/journal.pone.0299332.
[PMID] 38652731.
2024
Identifying acute illness phenotypes via deep temporal interpolation and clustering network on physiologic signatures.
Scientific reports.
14(1)
[DOI] 10.1038/s41598-024-59047-x.
[PMID] 38600110.
2024
Incorporating Patient Values in Large Language Model Recommendations for Surrogate and Proxy Decisions.
Critical care explorations.
6(8)
[DOI] 10.1097/CCE.0000000000001131.
[PMID] 39132980.
2024
Integration of AI in surgical decision support: improving clinical judgment
Global Surgical Education – Journal of the Association for Surgical Education.
3(1)
[DOI] 10.1007/s44186-024-00257-2.
2024
Intraoperative hypotension and postoperative acute kidney injury: A systematic review
The American Journal of Surgery.
232:45-53
[DOI] 10.1016/j.amjsurg.2024.02.001.
2024
Longitudinal clinical decision support for assessing decisions over time: State-of-the-art and future directions.
Digital health.
10
[DOI] 10.1177/20552076241249925.
[PMID] 38708184.
2024
Persistent Acute Kidney Injury is Associated with Poor Outcomes and Increased Hospital Cost in Vascular Surgery.
Annals of vascular surgery.
98:342-349
[DOI] 10.1016/j.avsg.2023.06.023.
[PMID] 37423327.
2024
Sepsis-associated acute kidney injury: recent advances in enrichment strategies, sub-phenotyping and clinical trials.
Critical care (London, England).
28(1)
[DOI] 10.1186/s13054-024-04877-4.
[PMID] 38515121.
2024
The Acute Kidney Intervention and Pharmacotherapy (AKIP) List: Standardized List of Medications That Are Renally Eliminated and Nephrotoxic in the Acutely Ill.
The Annals of pharmacotherapy.
[DOI] 10.1177/10600280241273191.
[PMID] 39230007.
2024
The dawn of multimodal artificial intelligence in nephrology
Nature Reviews Nephrology.
20(2):79-80
[DOI] 10.1038/s41581-023-00799-6.
2024
The dilemma of consent for AI in healthcare
Surgery.
175(5):1456-1457
[DOI] 10.1016/j.surg.2024.01.019.
2024
Transformers and large language models in healthcare: A review.
Artificial intelligence in medicine.
154
[DOI] 10.1016/j.artmed.2024.102900.
[PMID] 38878555.
2024
Use of artificial intelligence in critical care: opportunities and obstacles.
Critical care (London, England).
28(1)
[DOI] 10.1186/s13054-024-04860-z.
[PMID] 38589940.
2024
Wearable sensors in patient acuity assessment in critical care.
Frontiers in neurology.
15
[DOI] 10.3389/fneur.2024.1386728.
[PMID] 38784909.
2023
A deep learning–based dynamic model for predicting acute kidney injury risk severity in postoperative patients
Surgery.
174(3):709-714
[DOI] 10.1016/j.surg.2023.05.003.
[PMID] 37316372.
2023
A Systematic Review on Participant Diversity in Clinical Trials-Have We Made Progress for the Management of Obesity and Its Metabolic Sequelae in Diet, Drug, and Surgical Trials.
Journal of racial and ethnic health disparities.
10(6):3140-3149
[DOI] 10.1007/s40615-022-01487-0.
[PMID] 36536164.
2023
Artificial intelligence guidance of advanced heart failure therapies: A systematic scoping review.
Frontiers in cardiovascular medicine.
10
[DOI] 10.3389/fcvm.2023.1127716.
[PMID] 36910520.
2023
Bilateral renal artery stenosis impacts postoperative complications after major vascular surgery.
Surgery open science.
14:17-21
[DOI] 10.1016/j.sopen.2023.06.001.
[PMID] 37409074.
2023
Building an automated, machine learning-enabled platform for predicting post-operative complications.
Physiological measurement.
44(2)
[DOI] 10.1088/1361-6579/acb4db.
[PMID] 36657179.
2023
Challenges in Pharmacovigilance: Variability in the Criteria for Determining Drug-Associated Acute Kidney Injury in Retrospective, Observational Studies.
Nephron.
147(12):725-732
[DOI] 10.1159/000531916.
[PMID] 37607496.
2023
Clinical Considerations for Patients Experiencing Acute Kidney Injury Following Percutaneous Nephrolithotomy
Biomedicines.
11(6)
[DOI] 10.3390/biomedicines11061712.
[PMID] 37371807.
2023
Clinical courses of acute kidney injury in hospitalized patients: a multistate analysis.
Scientific reports.
13(1)
[DOI] 10.1038/s41598-023-45006-5.
[PMID] 37853103.
2023
Clinical Courses of Acute Kidney Injury in Hospitalized Patients: A Multistate Analysis.
ArXiv.
[PMID] 36945689.
2023
Computable Phenotypes to Characterize Changing Patient Brain Dysfunction in the Intensive Care Unit.
ArXiv.
[PMID] 36945691.
2023
Continuous ECG monitoring should be the heart of bedside AI-based predictive analytics monitoring for early detection of clinical deterioration.
Journal of electrocardiology.
76:35-38
[DOI] 10.1016/j.jelectrocard.2022.10.011.
[PMID] 36434848.
2023
Digital health and acute kidney injury: consensus report of the 27th Acute Disease Quality Initiative workgroup
Nature Reviews Nephrology.
19(12):807-818
[DOI] 10.1038/s41581-023-00744-7.
[PMID] 37580570.
2023
Digital Health Transformers and Opportunities for Artificial Intelligence–Enabled Nephrology
Clinical Journal of the American Society of Nephrology.
18(4):527-529
[DOI] 10.2215/cjn.0000000000000085.
2023
Diurnal Pain Classification in Critically Ill Patients using Machine Learning on Accelerometry and Analgesic Data.
IEEE International Conference on Bioinformatics and Biomedicine workshops. IEEE International Conference on Bioinformatics and Biomedicine.
2023:2207-2212
[DOI] 10.1109/bibm58861.2023.10385764.
[PMID] 38463539.
2023
Dynamic Delirium Prediction in the Intensive Care Unit using Machine Learning on Electronic Health Records.
… IEEE-EMBS International Conference on Biomedical and Health Informatics. IEEE-EMBS International Conference on Biomedical and Health Informatics.
2023
[DOI] 10.1109/bhi58575.2023.10313445.
[PMID] 38585187.
2023
Dynamic predictions of postoperative complications from explainable, uncertainty-aware, and multi-task deep neural networks
Scientific Reports.
13(1)
[DOI] 10.1038/s41598-023-27418-5.
[PMID] 36681755.
2023
Machine Learning–Enabled Clinical Information Systems Using Fast Healthcare Interoperability Resources Data Standards: Scoping Review
JMIR Medical Informatics.
11:e48297-e48297
[DOI] 10.2196/48297.
[PMID] 37646309.
2023
Moving toward a contemporary classification of drug-induced kidney disease.
Critical care (London, England).
27(1)
[DOI] 10.1186/s13054-023-04720-2.
[PMID] 37946280.
2023
Overtriage, Undertriage, and Value of Care after Major Surgery: An Automated, Explainable Deep Learning-Enabled Classification System.
Journal of the American College of Surgeons.
236(2):279-291
[DOI] 10.1097/XCS.0000000000000471.
[PMID] 36648256.
2023
Postoperative Overtriage to an Intensive Care Unit Is Associated With Low Value of Care.
Annals of surgery.
277(2):179-185
[DOI] 10.1097/SLA.0000000000005460.
[PMID] 35797553.
2023
Postoperative Triage Hybrid Model: In Reply to Bellini and Bignami.
Journal of the American College of Surgeons.
237(2)
[DOI] 10.1097/XCS.0000000000000747.
[PMID] 37184098.
2023
Predictive Modeling for Readmission to Intensive Care: A Systematic Review.
Critical care explorations.
5(1)
[DOI] 10.1097/CCE.0000000000000848.
[PMID] 36699252.
2023
Reinforcement Learning for Clinical Applications
Clinical Journal of the American Society of Nephrology.
18(4):521-523
[DOI] 10.2215/cjn.0000000000000084.
2023
Resource use for cholecystectomy with versus without cholangiography: A multicenter, propensity-matched analysis.
Surgery.
174(2):152-158
[DOI] 10.1016/j.surg.2023.04.027.
[PMID] 37188579.
2023
The persistent inflammation, immunosuppression, and catabolism syndrome 10 years later.
The journal of trauma and acute care surgery.
95(5):790-799
[DOI] 10.1097/TA.0000000000004087.
[PMID] 37561664.
2023
Utilization of the percutaneous left ventricular support as bridge to heart transplantation across the United States: In-depth UNOS database analysis
The Journal of Heart and Lung Transplantation.
42(11):1597-1607
[DOI] 10.1016/j.healun.2023.06.002.
2022
Aligning Patient Acuity With Resource Intensity After Major Surgery: A Scoping Review.
Annals of surgery.
275(2):332-339
[DOI] 10.1097/SLA.0000000000005079.
[PMID] 34261886.
2022
Artificial Intelligence for AKI!Now: Let’s Not Await Plato’s Utopian Republic
Kidney360.
3(2):376-381
[DOI] 10.34067/kid.0003472021.
2022
Artificial intelligence-enabled decision support in nephrology
Nature Reviews Nephrology.
18(7):452-465
[DOI] 10.1038/s41581-022-00562-3.
[PMID] 35459850.
2022
Characterization and Outcomes of Hospitalized Children With Coronavirus Disease 2019: A Report From a Multicenter, Viral Infection and Respiratory Illness Universal Study (Coronavirus Disease 2019) Registry.
Critical care medicine.
50(1):e40-e51
[DOI] 10.1097/CCM.0000000000005232.
[PMID] 34387240.
2022
Clinical Trajectories of Acute Kidney Injury in Surgical Sepsis: A Prospective Observational Study.
Annals of surgery.
275(6):1184-1193
[DOI] 10.1097/SLA.0000000000004360.
[PMID] 33196489.
2022
Early Biomarker Signatures in Surgical Sepsis
Journal of Surgical Research.
277:372-383
[DOI] 10.1016/j.jss.2022.04.052.
[PMID] 35569215.
2022
EARLY DIFFERENTIATION BETWEEN SEPSIS AND STERILE INFLAMMATION VIA URINARY GENE SIGNATURES OF METABOLIC DYSREGULATION.
Shock (Augusta, Ga.).
58(1):20-27
[DOI] 10.1097/SHK.0000000000001952.
[PMID] 35904146.
2022
Executive summary of the artificial intelligence in surgery series
Surgery.
171(5):1435-1439
[DOI] 10.1016/j.surg.2021.10.047.
[PMID] 34815097.
2022
Federated learning for preserving data privacy in collaborative healthcare research.
Digital health.
8
[DOI] 10.1177/20552076221134455.
[PMID] 36325438.
2022
Gamification for Machine Learning in Surgical Patient Engagement.
Frontiers in surgery.
9
[DOI] 10.3389/fsurg.2022.896351.
[PMID] 35656082.
2022
Ideal algorithms in healthcare: Explainable, dynamic, precise, autonomous, fair, and reproducible
PLOS Digital Health.
1(1)
[DOI] 10.1371/journal.pdig.0000006.
[PMID] 36532301.
2022
Methods for Phenotyping Adult Patients in Sepsis and Septic Shock: A Scoping Review.
Critical care explorations.
4(4)
[DOI] 10.1097/CCE.0000000000000672.
[PMID] 35372844.
2022
Multi-dimensional patient acuity estimation with longitudinal EHR tokenization and flexible transformer networks.
Frontiers in digital health.
4
[DOI] 10.3389/fdgth.2022.1029191.
[PMID] 36440460.
2022
Older Adults Demonstrate Biomarker Evidence of the Persistent Inflammation, Immunosuppression, and Catabolism Syndrome (PICS) After Sepsis.
The journals of gerontology. Series A, Biological sciences and medical sciences.
77(1):188-196
[DOI] 10.1093/gerona/glab080.
[PMID] 33721883.
2022
Performance of a Machine Learning Algorithm Using Electronic Health Record Data to Predict Postoperative Complications and Report on a Mobile Platform.
JAMA network open.
5(5)
[DOI] 10.1001/jamanetworkopen.2022.11973.
[PMID] 35576007.
2022
Performance of a Standardized Clinical Assay for Urinary C-C Motif Chemokine Ligand 14 (CCL14) for Persistent Severe Acute Kidney Injury.
Kidney360.
3(7):1158-1168
[DOI] 10.34067/KID.0008002021.
[PMID] 35919538.
2022
Personalized decision-making for acute cholecystitis: Understanding surgeon judgment.
Frontiers in digital health.
4
[DOI] 10.3389/fdgth.2022.845453.
[PMID] 36339515.
2022
Phenotype clustering in health care: A narrative review for clinicians.
Frontiers in artificial intelligence.
5
[DOI] 10.3389/frai.2022.842306.
[PMID] 36034597.
2022
Physiologic signatures within six hours of hospitalization identify acute illness phenotypes
PLOS Digital Health.
1(10)
[DOI] 10.1371/journal.pdig.0000110.
[PMID] 36590701.
2022
Potentials and Challenges of Pervasive Sensing in the Intensive Care Unit.
Frontiers in digital health.
4
[DOI] 10.3389/fdgth.2022.773387.
[PMID] 35656333.
2022
The effect of non-pharmacologic strategies on prevention or management of intensive care unit delirium: a systematic review
F1000Research.
9
[DOI] 10.12688/f1000research.25769.3.
[PMID] 36110837.
2022
Uncertainty-aware deep learning in healthcare: A scoping review
PLOS Digital Health.
1(8)
[DOI] 10.1371/journal.pdig.0000085.
[PMID] 36590140.
2021
A Novel Single Cell RNA-seq Analysis of Non-Myeloid Circulating Cells in Late Sepsis.
Frontiers in immunology.
12
[DOI] 10.3389/fimmu.2021.696536.
[PMID] 34484194.
2021
Advances in artificial intelligence and deep learning systems in ICU-related acute kidney injury.
Current opinion in critical care.
27(6):560-572
[DOI] 10.1097/MCC.0000000000000887.
[PMID] 34757993.
2021
Association of early initiation of dialysis with all-cause and cardiovascular mortality: A propensity score weighted analysis of the United States Renal Data System.
Hemodialysis international. International Symposium on Home Hemodialysis.
25(2):188-197
[DOI] 10.1111/hdi.12912.
[PMID] 33644974.
2021
Association of persistent acute kidney injury and renal recovery with mortality in hospitalised patients
BMJ Health & Care Informatics.
28(1)
[DOI] 10.1136/bmjhci-2021-100458.
[PMID] 34876451.
2021
Association of Postoperative Undertriage to Hospital Wards With Mortality and Morbidity.
JAMA network open.
4(11)
[DOI] 10.1001/jamanetworkopen.2021.31669.
[PMID] 34757412.
2021
Bridging the artificial intelligence valley of death in surgical decision-making
Surgery.
169(4):746-748
[DOI] 10.1016/j.surg.2021.01.008.
[PMID] 33608148.
2021
Building an Artificial Intelligence-Competent Surgical Workforce.
JAMA surgery.
156(6):511-512
[DOI] 10.1001/jamasurg.2021.0045.
[PMID] 33688933.
2021
Cardiovascular and Renal Disease in Chronic Critical Illness
Journal of Clinical Medicine.
10(8)
[DOI] 10.3390/jcm10081601.
[PMID] 33918938.
2021
Chronic Critical Illness Elicits a Unique Circulating Leukocyte Transcriptome in Sepsis Survivors
Journal of Clinical Medicine.
10(15)
[DOI] 10.3390/jcm10153211.
[PMID] 34361995.
2021
Deep Multi-Modal Transfer Learning for Augmented Patient Acuity Assessment in the Intelligent ICU.
Frontiers in digital health.
3
[DOI] 10.3389/fdgth.2021.640685.
[PMID] 33718920.
2021
Development of a Theory-Informed Behavior Change Intervention to Reduce Inappropriate Prescribing of Nephrotoxins and Renally Eliminated Drugs.
The Annals of pharmacotherapy.
55(12):1474-1485
[DOI] 10.1177/10600280211009567.
[PMID] 33855858.
2021
Equity and Artificial Intelligence in Surgical Care.
JAMA surgery.
156(6):509-510
[DOI] 10.1001/jamasurg.2020.7208.
[PMID] 33625504.
2021
Intraoperative hypotension and complications after vascular surgery: A scoping review
Surgery.
170(1):311-317
[DOI] 10.1016/j.surg.2021.03.054.
[PMID] 33972092.
2021
Machine Learning Applications in Solid Organ Transplantation and Related Complications.
Frontiers in immunology.
12
[DOI] 10.3389/fimmu.2021.739728.
[PMID] 34603324.
2021
Metabolomic Profiling for Diagnosis and Prognostication in Surgery: A Scoping Review.
Annals of surgery.
273(2):258-268
[DOI] 10.1097/SLA.0000000000003935.
[PMID] 32482979.
2021
Optimizing predictive strategies for acute kidney injury after major vascular surgery.
Surgery.
170(1):298-303
[DOI] 10.1016/j.surg.2021.01.030.
[PMID] 33648766.
2021
Pain Action Unit Detection in Critically Ill Patients.
Proceedings : Annual International Computer Software and Applications Conference. COMPSAC.
2021:645-651
[DOI] 10.1109/compsac51774.2021.00094.
[PMID] 34723289.
2021
Postoperative acute kidney injury in adult non-cardiac surgery: joint consensus report of the Acute Disease Quality Initiative and PeriOperative Quality Initiative
Nature Reviews Nephrology.
17(9):605-618
[DOI] 10.1038/s41581-021-00418-2.
[PMID] 33976395.
2021
Pro Re Nata Antihypertensive Medications and Adverse Outcomes in Hospitalized Patients: A Propensity-Matched Cohort Study.
Hypertension (Dallas, Tex. : 1979).
78(2):516-524
[DOI] 10.1161/HYPERTENSIONAHA.121.17279.
[PMID] 34148363.
2021
Reinforcement learning in surgery
Surgery.
170(1):329-332
[DOI] 10.1016/j.surg.2020.11.040.
[PMID] 33436272.
2021
Single-Cell RNA-seq of Human Myeloid-Derived Suppressor Cells in Late Sepsis Reveals Multiple Subsets With Unique Transcriptional Responses: A Pilot Study.
Shock (Augusta, Ga.).
55(5):587-595
[DOI] 10.1097/SHK.0000000000001671.
[PMID] 33021571.
2021
The effect of non-pharmacologic strategies on prevention or management of intensive care unit delirium: a systematic review
F1000Research.
9
[DOI] 10.12688/f1000research.25769.2.
2021
Transcriptomic responses from improved murine sepsis models can better mimic human surgical sepsis.
FASEB journal : official publication of the Federation of American Societies for Experimental Biology.
35(2)
[DOI] 10.1096/fj.202002150R.
[PMID] 33140449.
2020
Added Value of Intraoperative Data for Predicting Postoperative Complications: The MySurgeryRisk PostOp Extension
Journal of Surgical Research.
254:350-363
[DOI] 10.1016/j.jss.2020.05.007.
[PMID] 32531520.
2020
Artificial Intelligence and Surgical Decision-making.
JAMA surgery.
155(2):148-158
[DOI] 10.1001/jamasurg.2019.4917.
[PMID] 31825465.
2020
Artificial intelligence approaches to improve kidney care
Nature Reviews Nephrology.
16(2):71-72
[DOI] 10.1038/s41581-019-0243-3.
[PMID] 31873197.
2020
Audiovisual Modules to Enhance Informed Consent in the ICU: A Pilot Study.
Critical care explorations.
2(12)
[DOI] 10.1097/CCE.0000000000000278.
[PMID] 33251517.
2020
Automated Detection of Rest Disruptions in Critically Ill Patients.
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference.
2020:5450-5454
[DOI] 10.1109/EMBC44109.2020.9175252.
[PMID] 33019213.
2020
Cardiovascular death and progression to end-stage renal disease after major surgery in elderly patients
BJS Open.
4(1):145-156
[DOI] 10.1002/bjs5.50232.
[PMID] 32011817.
2020
Contemporary Management of Severe Acute Kidney Injury and Refractory Cardiorenal Syndrome: JACC Council Perspectives.
Journal of the American College of Cardiology.
76(9):1084-1101
[DOI] 10.1016/j.jacc.2020.06.070.
[PMID] 32854844.
2020
COVID-19-associated acute kidney injury: consensus report of the 25th Acute Disease Quality Initiative (ADQI) Workgroup
Nature Reviews Nephrology.
16(12):747-764
[DOI] 10.1038/s41581-020-00356-5.
[PMID] 33060844.
2020
Decision analysis and reinforcement learning in surgical decision-making.
Surgery.
168(2):253-266
[DOI] 10.1016/j.surg.2020.04.049.
[PMID] 32540036.
2020
Delayed interhospital transfer of critically ill patients with surgical sepsis.
The journal of trauma and acute care surgery.
88(1):169-175
[DOI] 10.1097/TA.0000000000002476.
[PMID] 31856021.
2020
Discovery and Validation of Urinary Molecular Signature of Early Sepsis.
Critical care explorations.
2(10)
[DOI] 10.1097/CCE.0000000000000195.
[PMID] 33063018.
2020
Human Activity Recognition Using Inertial, Physiological and Environmental Sensors: A Comprehensive Survey
IEEE Access.
8:210816-210836
[DOI] 10.1109/access.2020.3037715.
[PMID] 33344100.
2020
ICU Delirium-Prediction Models: A Systematic Review.
Critical care explorations.
2(12)
[DOI] 10.1097/CCE.0000000000000296.
[PMID] 33354672.
2020
Identification and validation of biomarkers of persistent acute kidney injury: the RUBY study.
Intensive care medicine.
46(5):943-953
[DOI] 10.1007/s00134-019-05919-0.
[PMID] 32025755.
2020
Improving the Intensive Care Patient Experience With Virtual Reality-A Feasibility Study.
Critical care explorations.
2(6)
[DOI] 10.1097/CCE.0000000000000122.
[PMID] 32695991.
2020
Intelligent, Autonomous Machines in Surgery
Journal of Surgical Research.
253:92-99
[DOI] 10.1016/j.jss.2020.03.046.
[PMID] 32339787.
2020
Joint Distribution and Transitions of Pain and Activity in Critically Ill Patients.
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference.
2020:4534-4538
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Annals of surgery.
249(5):851-8
[DOI] 10.1097/SLA.0b013e3181a40a0b.
[PMID] 19387314.
2009
Successful thrombolytic therapy for acute kidney injury secondary to thrombosis of suprarenal inferior vena cava filter.
Journal of thrombosis and thrombolysis.
28(4):500-5
[DOI] 10.1007/s11239-009-0359-6.
[PMID] 19521667.
2008
Early Blood Biomarkers Predict Organ Injury and Resource Utilization Following Complex Cardiac Surgery
Journal of the American College of Surgeons.
207(3)
[DOI] 10.1016/j.jamcollsurg.2008.06.042.
2008
Rifle Criteria in Aortic Arch Surgery: the Further Role of Surgical Subgroup – Reply
Journal of Thoracic and Cardiovascular Surgery.
136(1)
[DOI] 10.1016/j.jtcvs.2008.03.012.
2007
Exit of catheter lock solutions from double lumen acute haemodialysis catheters–an in vitro study.
Nephrology, dialysis, transplantation : official publication of the European Dialysis and Transplant Association – European Renal Association.
22(12):3533-7
[PMID] 17898024.
2007
RIFLE criteria for acute kidney injury in aortic arch surgery.
The Journal of thoracic and cardiovascular surgery.
134(6):1554-60; discussion 1560
[PMID] 18023682.
2007
The rise and fall of natriuretic peptides in acute kidney injury: a misunderstood relationship?
Reviews in cardiovascular medicine.
8 Suppl 5:S32-7
[PMID] 18192953.
2005
Circulating endothelial cells are associated with future vascular events in hemodialysis patients.
Kidney international.
67(3):1078-83
[PMID] 15698448.
2005
Continuous venovenous hemofiltration with citrate-based replacement fluid: efficacy, safety, and impact on nutrition.
American journal of kidney diseases : the official journal of the National Kidney Foundation.
46(5):908-18
[PMID] 16253732.
2003
Circulating endothelial cells as potential markers of the state of the endothelium in hemodialysis patients.
American journal of kidney diseases : the official journal of the National Kidney Foundation.
42(4):704-12
[PMID] 14520620.
2002
Circulating endothelial cells: tea leaves for renal disease.
American journal of physiology. Renal physiology.
283(1):F11-9
[PMID] 12060582.
2002
QT dispersion in hemodialysis and CAPD patients.
Nephron.
91(4):739-41
[PMID] 12138280.
2002
QT dispersion in renal transplant recipients.
Nephron.
91(2):250-4
[PMID] 12053061.
2002
Uncontrolled hypertension due to volume overload contributes to higher left ventricular mass index in CAPD patients.
Nephrology, dialysis, transplantation : official publication of the European Dialysis and Transplant Association – European Renal Association.
17(9):1661-6
[PMID] 12198220.
2001
Technical survival of CAPD catheters: comparison between percutaneous and conventional surgical placement techniques.
Nephrology, dialysis, transplantation : official publication of the European Dialysis and Transplant Association – European Renal Association.
16(9):1893-9
[PMID] 11522875.
2000
Association between salt sensitivity and target organ damage in essential hypertension.
American journal of hypertension.
13(8):864-72
[PMID] 10950394.
2000
Left ventricular hypertrophy and angiotensin-converting enzyme gene polymorphism in renal allograft recipients.
Transplantation proceedings.
32(3):542-4
[PMID] 10812105.
2000
Severe hyperkalemia in two renal transplant recipients treated with standard dose of trimethoprim-sulfamethoxazole.
American journal of kidney diseases : the official journal of the National Kidney Foundation.
36(3)
[PMID] 10977811.
2000
The impact of the earthquake in northwestern Turkey on the continuous ambulatory peritoneal dialysis patients who were living in the earthquake zone.
Advances in peritoneal dialysis. Conference on Peritoneal Dialysis.
16:182-5
[PMID] 11045289.
1999
Does colchicine also induce a clearance of the established amyloid deposits?
Nephrology, dialysis, transplantation : official publication of the European Dialysis and Transplant Association – European Renal Association.
14(4):1042-3
[PMID] 10328512.
1999
Tetracycline-induced acute interstitial nephritis as a cause of acute renal failure.
Nephron.
81(1):72-5
[PMID] 9884423.
1998
Association between left atrial enlargement and target organ damage in essential hypertension.
American journal of hypertension.
11(6 Pt 1):732-3
[PMID] 9657634.
1998
Perirenal haematoma as the presenting feature of polyarteritis nodosa: one more case from Turkey.
Nephrology, dialysis, transplantation : official publication of the European Dialysis and Transplant Association – European Renal Association.
13(3):812-3
[PMID] 9550682.
1997
Mild-to-moderate hypertension and apolipoprotein E gene polymorphism.
American journal of hypertension.
10(7 Pt 1):827-8
[PMID] 9234841.
The Effect of Non-Pharmacologic Strategies on Prevention or Management of Intensive Care Unit Delirium: A Systematic Review
.
[DOI] 10.1101/2020.05.20.20100552.
Grants
Apr 2024
ACTIVE
Intelligent Bridging to Heart Transplantation (IBOT): a platform for personalized circulatory support planning
Role: Other
Funding: AMER HEART ASSOCIATION
Sep 2023
ACTIVE
Computational Image Analysis of Renal Transplant Biopsies to Predict Graft Outcome
Role: Project Manager
Funding: NATL INST OF HLTH NIDDK
Apr 2023
ACTIVE
Aligning Patient Acuity with Resource Intensity after Major Surgery
Role: Co-Investigator
Funding: NATL INST OF HLTH NIGMS
Sep 2022
ACTIVE
Patient-Focused Collaborative Hospital Repository Uniting Standards (CHoRUS) for Equitable AI
Role: Principal Investigator
Funding: MASSACHUSETTS GENERAL HOSPITAL
via NATL INST OF HLTH OD
Aug 2022
ACTIVE
Explainable, Fair, Reproducible and Collaborative Surgical Artificial Intelligence: Integrating data, algorithms and clinical reasoning for surgical risk assessment (XAI-IDEALIST)
Role: Principal Investigator
Funding: NATL INST OF HLTH NIGMS
Apr 2022
ACTIVE
(MEnD-AKI) Multicenter Implementation of an Electronic Decision Support System for Drug-Associated AKI
Role: Principal Investigator
Funding: UNIV OF PITTSBURGH MED CNTR
via NATL INST OF HLTH NIDDK
Jan 2022
ACTIVE
A Sample Collection Study to Validate the NEPHROCLEAR CCL14 Test
Role: Principal Investigator
Funding: ASTUTE MEDICAL
Sep 2021
– Nov 2023
Informing the Emergency Care of Septic Shock Patients: A Novel Application of Data-Driven Analytics
Role: Other
Funding: NATL INST OF HLTH NIGMS
Jun 2021
ACTIVE
(MEnD-AKI) Multicenter Implementation of an Electronic Decision Support System for Drug-Associated AKI
Role: Principal Investigator
Funding: UNIV OF PITTSBURGH MED CNTR
via NATL INST OF HLTH NIDDK
May 2021
ACTIVE
ADAPT: Autonomous Delirium Monitoring and Adaptive Prevention
Role: Principal Investigator
Funding: NATL INST OF HLTH NINDS
Apr 2021
ACTIVE
Intelligent Intensive Care Unit (I2CU): Pervasive Sensing and Artificial Intelligence for Augmented Clinical Decision-making
Role: Principal Investigator
Funding: NATL INST OF HLTH NIBIB
Jan 2021
– Apr 2023
Advancing Racial Justice Through Inclusion, Diversity, Equity, and Access at the University of Florida
Role: Project Manager
Funding: UF RESEARCH
May 2020
ACTIVE
Development and Validation of Computational Algorithms to Assess Kidney Health in Electronic Health Records
Role: Other
Funding: NATL INST OF HLTH NIDDK
Mar 2020
– Jul 2024
CTOA
Role: Principal Investigator
Funding: UNIV OF FLORIDA
Feb 2019
– Nov 2022
Autonomous Pain Recognition in Non-Verbal and Critically Ill Patients
Role: Co-Investigator
Funding: NATL INST OF HLTH NIBIB
Jun 2018
– May 2020
PICS: A New Horizon for Surgical Critical Care
Role: Co-Investigator
Funding: NATL INST OF HLTH NIGMS
Feb 2018
– Feb 2021
STandard versus Accelerated Initiation of Renal Replacement Therapy in Acute Kidney Injury (STARRT-AKI): A Multi-Centre, Randomized, Controlled Trial
Role: Principal Investigator
Funding: ST. MICHAELS HOSPITAL
via CANADIAN INST OF HLTH RES
Nov 2017
– Oct 2022
A Multi-Center, Randomized, Placebo-Controlled, Double-Blind Study To Confirm Efficacy And Safety Of Terlipressin In Subjects With Hepatorenal Syndrome Type 1
Role: Principal Investigator
Funding: INTL HEALTHCARE
via *MALLINCKRODT PHARMACEUTICALS-Bankrupt
Jun 2017
– May 2018
PICS: A New Horizon for Surgical Critical Care
Role: Co-Investigator
Funding: NATL INST OF HLTH NIGMS
Sep 2016
– Jul 2018
214 Fund – AP-RECAP-AKI-02-01
Role: Principal Investigator
Funding: PPD DEVELOPMENT
Mar 2016
– Jul 2022
Integrating data, algorithms and clinical reasoning for surgical risk assessment
Role: Principal Investigator
Funding: NATL INST OF HLTH NIGMS
Oct 2015
– Oct 2018
A Phase 3, Placebo-Controlled, Randomized, Double-Blind, Multi-Center Study of LJPC-501 in Patients with Catecholamine-Resistant Hypotension (CRH)
Role: Principal Investigator
Funding: LA JOLLA PHARMACEUTICAL CO
Jun 2015
– Jun 2018
A RANDOMIZED, DOUBLE-BLIND, PLACEBO-CONTROLLED, THREE-ARM PARALLEL-GROUP, DOSE-FINDING, ADAPTIVE DESIGN PHASE-II-B …
Role: Principal Investigator
Funding: PPD DEVELOPMENT
via AM-PHARMA
Jun 2015
– May 2016
PICS: A New Horizon for Surgical Critical Care
Role: Project Manager
Funding: NATL INST OF HLTH NIGMS
May 2014
– Apr 2017
Network analysis of urinary molecular signature complements clinical data to predict postoperative acute kidney injury
Role: Principal Investigator
Funding: HEERMANN ANESTHESIA FOU, I
May 2013
– Mar 2016
Identification and Validation of Biomarkers of Acute Kidney Injury Recovery-Ruby
Role: Principal Investigator
Funding: ASTUTE MEDICAL
Oct 2010
– Oct 2016
Evaluation of novel Biomakrers from Acute III Patients at Risk for Acute Kidney Injury
Role: Principal Investigator
Funding: ASTUTE MEDICAL
Education
Master of Science – Health Sciences in Clinical Research
2011
·
University of Florida
Fellowship – Critical Care Medicine
2006
·
University of Florida
Residency – Internal Medicine
2005
·
University of Florida
Fellowship – Nephrology
2003
·
University of Florida
Medical Degree
1990
·
University of Sarajevo
Contact Details
Phones:
- Business:
- (352) 273-5995
Emails:
- Business:
- abihorac@ufl.edu
Administrative Spec III:
Addresses:
- Business Mailing:
-
1600 SW ARCHER RD RM MG 07
PO Box 100224
MEDICAL SCIENCES BLDG
GAINESVILLE FL 32610 - Business Street:
-
UNIVERSITY OF FLORIDA
PO BOX 100224
DEPARTMENT OF MEDICINE
GAINESVILLE FL 32610