Azra Bihorac - RankMe

75 papers B 1C 1Journal 61Unranked 12

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Federated Learning with Multi-Partner OneFlorida+ Consortium Data for Predicting Major Postoperative Complications. CoRR Yuanfang Ren, Varun Sai Vemuri, Zhenhong Hu, Benjamin Shickel, Ziyuan Guan, Tyler J. Loftus, Parisa Rashidi, Tezcan Ozrazgat-Baslanti, Azra Bihorac
2025	J	`jnl`	An Iterative, User-Centered Design of a Clinical Decision Support System for Critical Care Assessments: Co-Design Sessions with ICU Clinical Providers. CoRR Andrea Davidson, Jessica M. Ray, Ayush Patela, Yulia Strekalova Levites, Parisa Rashidi, Azra Bihorac
2025	J	`jnl`	Human-Centered Development of an Explainable AI Framework for Real-Time Surgical Risk Surveillance. CoRR Andrea Davidson, Jessica M. Ray, Yulia Strekalova Levites, Parisa Rashidi, Azra Bihorac
2025	J	`jnl`	Learning optimal treatment strategies for intraoperative hypotension using deep reinforcement learning. CoRR Esra Adiyeke, Tianqi Liu, Venkata Sai Dheeraj Naganaboina, Han Li, Tyler J. Loftus, Yuanfang Ren, Benjamin Shickel, Matthew M. Ruppert, Karandeep Singh, Ruogu Fang, Parisa Rashidi, Azra Bihorac, Tezcan Ozrazgat-Baslanti
2025	J	`jnl`	MANDARIN: Mixture-of-Experts Framework for Dynamic Delirium and Coma Prediction in ICU Patients: Development and Validation of an Acute Brain Dysfunction Prediction Model. CoRR Miguel Contreras, Jessica Sena, Andrea Davidson, Jiaqing Zhang, Tezcan Ozrazgat-Baslanti, Yuanfang Ren, Ziyuan Guan, Jeremy A. Balch, Tyler J. Loftus, Subhash Nerella, Azra Bihorac, Parisa Rashidi
2025	—	`conf`	MELON: Multimodal Mixture-of-Experts with Spectral-Temporal Fusion for Long-Term MObility EstimatioN in Critical Care. MICCAI (15) Jiaqing Zhang, Miguel Contreras, Jessica Sena, Andrea Davidson, Yuanfang Ren, Ziyuan Guan, Tezcan Ozrazgat-Baslanti, Tyler J. Loftus, Subhash Nerella, Azra Bihorac, Parisa Rashidi
2025	J	`jnl`	MELON: Multimodal Mixture-of-Experts with Spectral-Temporal Fusion for Long-Term Mobility Estimation in Critical Care. CoRR Jiaqing Zhang, Miguel Contreras, Jessica Sena, Andrea Davidson, Yuanfang Ren, Ziyuan Guan, Tezcan Ozrazgat-Baslanti, Tyler J. Loftus, Subhash Nerella, Azra Bihorac, Parisa Rashidi
2025	J	`jnl`	Quantifying Circadian Desynchrony in ICU Patients and Its Association with Delirium. CoRR Yuanfang Ren, Andrea Davidson, Jiaqing Zhang, Miguel Contreras, Ayush Patela, Michelle Gumz, Tezcan Ozrazgat-Baslanti, Parisa Rashidi, Azra Bihorac
2025	J	`jnl`	Unlocking Health Insights with SDoH Data: A Comprehensive Open-Access Database and SDoH-EHR Linkage Tool. CoRR Zhenhong Hu, Esra Adiyeke, Ziyuan Guan, Divya Vellanki, Jiahang Yu, Ruilin Zhu, Yuanfang Ren, Yingbo Ma, Annanya Sai Vedala, Tezcan Ozrazgat-Baslanti, Azra Bihorac
2025	J	`jnl`	Validation of the MySurgeryRisk Algorithm for Predicting Complications and Death after Major Surgery: A Retrospective Multicenter Study Using OneFlorida Data Trust. CoRR Yuanfang Ren, Esra Adiyeke, Ziyuan Guan, Zhenhong Hu, Mackenzie J. Meni, Benjamin Shickel, Parisa Rashidi, Tezcan Ozrazgat-Baslanti, Azra Bihorac
2024	J	`jnl`	A multi-cohort study on prediction of acute brain dysfunction states using selective state space models. CoRR Brandon Silva, Miguel Contreras, Sabyasachi Bandyopadhyay, Yuanfang Ren, Ziyuan Guan, Jeremy A. Balch, Kia Khezeli, Tezcan Ozrazgat-Baslanti, Benjamin Shickel, Azra Bihorac, Parisa Rashidi
2024	J	`jnl`	Acute kidney injury prediction for non-critical care patients: a retrospective external and internal validation study. CoRR Esra Adiyeke, Yuanfang Ren, Benjamin Shickel, Matthew M. Ruppert, Ziyuan Guan, Sandra L. Kane-Gill, Raghavan Murugan, Nabihah Amatullah, Britney A. Stottlemyer, Tiffany L. Tran, Dan Ricketts, Christopher M. Horvat, Parisa Rashidi, Azra Bihorac, Tezcan Ozrazgat-Baslanti
2024	J	`jnl`	DeLLiriuM: A large language model for delirium prediction in the ICU using structured EHR. CoRR Miguel Contreras, Sumit Kapoor, Jiaqing Zhang, Andrea Davidson, Yuanfang Ren, Ziyuan Guan, Tezcan Ozrazgat-Baslanti, Subhash Nerella, Azra Bihorac, Parisa Rashidi
2024	J	`jnl`	Federated learning model for predicting major postoperative complications. CoRR Yonggi Park, Yuanfang Ren, Benjamin Shickel, Ziyuan Guan, Ayush Patela, Yingbo Ma, Zhenhong Hu, Tyler J. Loftus, Parisa Rashidi, Tezcan Ozrazgat-Baslanti, Azra Bihorac
2024	J	`jnl`	Global Contrastive Training for Multimodal Electronic Health Records with Language Supervision. CoRR Yingbo Ma, Suraj Kolla, Zhenhong Hu, Dhruv Kaliraman, Victoria Nolan, Ziyuan Guan, Yuanfang Ren, Brooke Armfield, Tezcan Ozrazgat-Baslanti, Jeremy A. Balch, Tyler J. Loftus, Parisa Rashidi, Azra Bihorac, Benjamin Shickel
2024	J	`jnl`	Leveraging Computer Vision in the Intensive Care Unit (ICU) for Examining Visitation and Mobility. CoRR Scott Siegel, Jiaqing Zhang, Sabyasachi Bandyopadhyay, Subhash Nerella, Brandon Silva, Tezcan Baslanti, Azra Bihorac, Parisa Rashidi
2024	J	`jnl`	MANGO: Multimodal Acuity traNsformer for intelliGent ICU Outcomes. CoRR Jiaqing Zhang, Miguel Contreras, Sabyasachi Bandyopadhyay, Andrea Davidson, Jessica Sena, Yuanfang Ren, Ziyuan Guan, Tezcan Ozrazgat-Baslanti, Tyler J. Loftus, Subhash Nerella, Azra Bihorac, Parisa Rashidi
2024	J	`jnl`	Predicting patient reported outcome measures: a scoping review for the artificial intelligence-guided patient preference predictor. Frontiers Artif. Intell. Jeremy A. Balch, A. Hayes Chatham, Philip K. W. Hong, Lauren Manganiello, Naveen Baskaran, Azra Bihorac, Benjamin Shickel, Ray E. Moseley, Tyler J. Loftus
2024	J	`jnl`	Promoting AI Competencies for Medical Students: A Scoping Review on Frameworks, Programs, and Tools. CoRR Yingbo Ma, Yukyeong Song, Jeremy A. Balch, Yuanfang Ren, Divya Vellanki, Zhenhong Hu, Meghan Brennan, Suraj Kolla, Ziyuan Guan, Brooke Armfield, Tezcan Ozrazgat-Baslanti, Parisa Rashidi, Tyler J. Loftus, Azra Bihorac, Benjamin Shickel
2024	J	`jnl`	Temporal Cross-Attention for Dynamic Embedding and Tokenization of Multimodal Electronic Health Records. CoRR Yingbo Ma, Suraj Kolla, Dhruv Kaliraman, Victoria Nolan, Zhenhong Hu, Ziyuan Guan, Yuanfang Ren, Brooke Armfield, Tezcan Ozrazgat-Baslanti, Tyler J. Loftus, Parisa Rashidi, Azra Bihorac, Benjamin Shickel
2024	J	`jnl`	Transformers and large language models in healthcare: A review. Artif. Intell. Medicine Subhash Nerella, Sabyasachi Bandyopadhyay, Jiaqing Zhang, Miguel Contreras, Scott Siegel, Aysegul Bumin, Brandon Silva, Jessica Sena, Benjamin Shickel, Azra Bihorac, Kia Khezeli, Parisa Rashidi
2024	J	`jnl`	Transparent AI: Developing an Explainable Interface for Predicting Postoperative Complications. CoRR Yuanfang Ren, Chirayu Tripathi, Ziyuan Guan, Ruilin Zhu, Victoria Hougha, Yingbo Ma, Zhenhong Hu, Jeremy A. Balch, Tyler J. Loftus, Parisa Rashidi, Benjamin Shickel, Tezcan Ozrazgat-Baslanti, Azra Bihorac
2023	J	`jnl`	AI-Enhanced Intensive Care Unit: Revolutionizing Patient Care with Pervasive Sensing. CoRR Subhash Nerella, Ziyuan Guan, Scott Siegel, Jiaqing Zhang, Kia Khezeli, Azra Bihorac, Parisa Rashidi
2023	J	`jnl`	APRICOT: Acuity Prediction in Intensive Care Unit (ICU): Predicting Stability, Transitions, and Life-Sustaining Therapies. CoRR Miguel Contreras, Brandon Silva, Benjamin Shickel, Tezcan Ozrazgat-Baslanti, Yuanfang Ren, Ziyuan Guan, Sabyasachi Bandyopadhyay, Kia Khezeli, Azra Bihorac, Parisa Rashidi
2023	J	`jnl`	Clinical Courses of Acute Kidney Injury in Hospitalized Patients: A Multistate Analysis. CoRR Esra Adiyeke, Yuanfang Ren, Ziyuan Guan, Matthew M. Ruppert, Parisa Rashidi, Azra Bihorac, Tezcan Ozrazgat-Baslanti
2023	J	`jnl`	Computable Phenotypes to Characterize Changing Patient Brain Dysfunction in the Intensive Care Unit. CoRR Yuanfang Ren, Tyler J. Loftus, Ziyuan Guan, Rayon Uddin, Benjamin Shickel, Carolina B. Maciel, Katharina Busl, Parisa Rashidi, Azra Bihorac, Tezcan Ozrazgat-Baslanti
2023	J	`jnl`	Detecting Visual Cues in the Intensive Care Unit and Association with Patient Clinical Status. CoRR Subhash Nerella, Ziyuan Guan, Andrea Davidson, Yuanfang Ren, Tezcan Baslanti, Brooke Armfield, Patrick James Tighe, Azra Bihorac, Parisa Rashidi
2023	—	`conf`	Diurnal Pain Classification in Critically Ill Patients using Machine Learning on Accelerometry and Analgesic Data. BIBM Jessica Sena, Sabyasachi Bandyopadhyay, Mohammad Tahsin Mostafiz, Andrea Davidson, Ziyuan Guan, Jesimon Barreto, Tezcan Ozrazgat-Baslanti, Patrick James Tighe, Azra Bihorac, William Robson Schwartz, Parisa Rashidi
2023	—	`conf`	Dynamic Delirium Prediction in the Intensive Care Unit using Machine Learning on Electronic Health Records. BHI Miguel Contreras, Brandon Silva, Benjamin Shickel, Sabyasachi Bandyopadhyay, Ziyuan Guan, Yuanfang Ren, Tezcan Ozrazgat-Baslanti, Kia Khezeli, Azra Bihorac, Parisa Rashidi
2023	J	`jnl`	Identifying acute illness phenotypes via deep temporal interpolation and clustering network on physiologic signatures. CoRR Yuanfang Ren, Yanjun Li, Tyler J. Loftus, Jeremy A. Balch, Kenneth L. Abbott, Shounak Datta, Matthew M. Ruppert, Ziyuan Guan, Benjamin Shickel, Parisa Rashidi, Tezcan Ozrazgat-Baslanti, Azra Bihorac
2023	J	`jnl`	Predicting risk of delirium from ambient noise and light information in the ICU. CoRR Sabyasachi Bandyopadhyay, Ahna Cecil, Jessica Sena, Andrea Davidson, Ziyuan Guan, Subhash Nerella, Jiaqing Zhang, Kia Khezeli, Brooke Armfield, Azra Bihorac, Parisa Rashidi
2023	J	`jnl`	The Potential of Wearable Sensors for Assessing Patient Acuity in Intensive Care Unit (ICU). CoRR Jessica Sena, Mohammad Tahsin Mostafiz, Jiaqing Zhang, Andrea Davidson, Sabyasachi Bandyopadhyay, Yuanfang Ren, Tezcan Ozrazgat-Baslanti, Benjamin Shickel, Tyler J. Loftus, William Robson Schwartz, Azra Bihorac, Parisa Rashidi
2023	J	`jnl`	Transformer Models for Acute Brain Dysfunction Prediction. CoRR Brandon Silva, Miguel Contreras, Tezcan Ozrazgat-Baslanti, Yuanfang Ren, Ziyuan Guan, Kia Khezeli, Azra Bihorac, Parisa Rashidi
2023	J	`jnl`	Transformers in Healthcare: A Survey. CoRR Subhash Nerella, Sabyasachi Bandyopadhyay, Jiaqing Zhang, Miguel Contreras, Scott Siegel, Aysegul Bumin, Brandon Silva, Jessica Sena, Benjamin Shickel, Azra Bihorac, Kia Khezeli, Parisa Rashidi
2022	J	`jnl`	End-to-End Machine Learning Framework for Facial AU Detection in Intensive Care Units. CoRR Subhash Nerella, Kia Khezeli, Andrea Davidson, Patrick James Tighe, Azra Bihorac, Parisa Rashidi
2022	J	`jnl`	Frequent pattern mining from multivariate time series data. Expert Syst. Appl. Meserret Karaca, Michelle M. Alvarado, Mostafa Reisi Gahrooei, Azra Bihorac, Panos M. Pardalos
2022	J	`jnl`	Multi-dimensional patient acuity estimation with longitudinal EHR tokenization and flexible transformer networks. Frontiers Digit. Health Benjamin Shickel, Brandon Silva, Tezcan Ozrazgat-Baslanti, Yuanfang Ren, Kia Khezeli, Ziyuan Guan, Patrick James Tighe, Azra Bihorac, Parisa Rashidi
2022	J	`jnl`	Personalized decision-making for acute cholecystitis: Understanding surgeon judgment. Frontiers Digit. Health Amanda C. Filiberto, Philip A. Efron, Amanda Frantz, Azra Bihorac, Gilbert R. Upchurch Jr., Tyler J. Loftus
2022	J	`jnl`	Phenotype clustering in health care: A narrative review for clinicians. Frontiers Artif. Intell. Tyler J. Loftus, Benjamin Shickel, Jeremy A. Balch, Patrick James Tighe, Kenneth L. Abbott, Brian Fazzone, Erik M. Anderson, Jared Rozowsky, Tezcan Ozrazgat-Baslanti, Yuanfang Ren, Scott A. Berceli, William R. Hogan, Philip A. Efron, J. Randall Moorman, Parisa Rashidi, Gilbert R. Upchurch Jr., Azra Bihorac
2022	J	`jnl`	Potentials and Challenges of Pervasive Sensing in the Intensive Care Unit. Frontiers Digit. Health Anis Davoudi, Benjamin Shickel, Patrick James Tighe, Azra Bihorac, Parisa Rashidi
2021	J	`jnl`	Deep Multi-Modal Transfer Learning for Augmented Patient Acuity Assessment in the Intelligent ICU. Frontiers Digit. Health Benjamin Shickel, Anis Davoudi, Tezcan Ozrazgat-Baslanti, Matthew Ruppert, Azra Bihorac, Parisa Rashidi
2021	J	`jnl`	Multi-Task Prediction of Clinical Outcomes in the Intensive Care Unit using Flexible Multimodal Transformers. CoRR Benjamin Shickel, Patrick James Tighe, Azra Bihorac, Parisa Rashidi
2021	B	`conf`	Pain Action Unit Detection in Critically Ill Patients. COMPSAC Subhash Nerella, Julie Cupka, Matthew Ruppert, Patrick James Tighe, Azra Bihorac, Parisa Rashidi
2021	J	`jnl`	Posture Recognition in the Critical Care Settings using Wearable Devices. CoRR Anis Davoudi, Patrick James Tighe, Azra Bihorac, Parisa Rashidi
2020	J	`jnl`	Application of Deep Interpolation Network for Clustering of Physiologic Time Series. CoRR Yanjun Li, Yuanfang Ren, Tyler J. Loftus, Shounak Datta, Matthew Ruppert, Ziyuan Guan, Dapeng Oliver Wu, Parisa Rashidi, Tezcan Ozrazgat-Baslanti, Azra Bihorac
2020	—	`conf`	Automated Detection of Rest Disruptions in Critically Ill Patients. EMBC Vasundhra Iyengar, Azra Bihorac, Parisa Rashidi
2020	J	`jnl`	Automated Detection of Rest Disruptions in Critically Ill Patients. CoRR Vasundhra Iyengar, Azra Bihorac, Parisa Rashidi
2020	J	`jnl`	Development of Computable Phenotype to Identify and Characterize Transitions in Acuity Status in Intensive Care Unit. CoRR Yuanfang Ren, Tyler J. Loftus, Rahul Sai Kasula, Prudhvee Narasimha Sadha, Parisa Rashidi, Azra Bihorac, Tezcan Ozrazgat-Baslanti
2020	J	`jnl`	Facial Action Unit Detection on ICU Data for Pain Assessment. CoRR Subhash Nerella, Azra Bihorac, Patrick James Tighe, Parisa Rashidi
2020	J	`jnl`	Human Activity Recognition Using Inertial, Physiological and Environmental Sensors: A Comprehensive Survey. IEEE Access Florenc Demrozi, Graziano Pravadelli, Azra Bihorac, Parisa Rashidi
2020	J	`jnl`	Human Activity Recognition using Inertial, Physiological and Environmental Sensors: a Comprehensive Survey. CoRR Florenc Demrozi, Graziano Pravadelli, Azra Bihorac, Parisa Rashidi
2020	J	`jnl`	Interpretable Multi-Task Deep Neural Networks for Dynamic Predictions of Postoperative Complications. CoRR Benjamin Shickel, Tyler J. Loftus, Shounak Datta, Tezcan Ozrazgat-Baslanti, Azra Bihorac, Parisa Rashidi
2020	—	`conf`	Joint Distribution and Transitions of Pain and Activity in Critically Ill Patients. EMBC Florenc Demrozi, Graziano Pravadelli, Patrick James Tighe, Azra Bihorac, Parisa Rashidi
2020	J	`jnl`	Joint Distribution and Transitions of Pain and Activity in Critically Ill Patients. CoRR Florenc Demrozi, Graziano Pravadelli, Patrick James Tighe, Azra Bihorac, Parisa Rashidi
2020	—	`conf`	Pain and Physical Activity Association in Critically Ill Patients EMBC Anis Davoudi, Tezcan Ozrazgat-Baslanti, Patrick James Tighe, Azra Bihorac, Parisa Rashidi
2020	J	`jnl`	Pain and Physical Activity Association in Critically Ill Patients. CoRR Anis Davoudi, Tezcan Ozrazgat-Baslanti, Patrick James Tighe, Azra Bihorac, Parisa Rashidi
2019	J	`jnl`	Added Value of Intraoperative Data for Predicting Postoperative Complications: Development and Validation of a MySurgeryRisk Extension. CoRR Shounak Datta, Tyler J. Loftus, Matthew M. Ruppert, Chris Giordano, Lasith Adhikari, Ying-Chih Peng, Yuanfang Ren, Benjamin Shickel, Zheng Feng, Gloria Lipori, Gilbert R. Upchurch Jr., Xiaolin Li, Parisa Rashidi, Tezcan Ozrazgat-Baslanti, Azra Bihorac
2019	—	`conf`	Developing a Patient-Centered Virtual Reality Healthcare System To Prevent the Onset of Delirium in ICU Patients. SeGAH Marko Suvajdzic, Azra Bihorac, Parisa Rashidi, Matthew Ruppert, Seth Williams, Tezcan Ozrazgat-Baslanti, Triton Ong, Joel Appelbaum
2019	J	`jnl`	Extended vertical lists for temporal pattern mining from multivariate time series. Expert Syst. J. Knowl. Eng. Anton Kocheturov, Petar Momcilovic, Azra Bihorac, Panos M. Pardalos
2019	J	`jnl`	Mysteries, Epistemological Modesty, and Artificial Intelligence in Surgery. Frontiers Artif. Intell. Tyler J. Loftus, Gilbert R. Upchurch Jr., Daniel Delitto, Parisa Rashidi, Azra Bihorac
2019	J	`jnl`	The DREAMS Project: Improving the Intensive Care Patient Experience with Virtual Reality. CoRR Triton Ong, Matthew Ruppert, Parisa Rashidi, Tezcan Ozrazgat-Baslanti, Marko Suvajdzic, Azra Bihorac
2018	—	`conf`	Activity and circadian rhythm of sepsis patients in the Intensive Care Unit. BHI Anis Davoudi, Duane B. Corbett, Tezcan Ozrazgat-Baslanti, Azra Bihorac, Scott C. Brakenridge, Todd M. Manini, Parisa Rashidi
2018	—	`conf`	Autonomous Detection of Disruptions in the Intensive Care Unit Using Deep Mask R-CNN. CVPR Workshops Kumar Rohit Malhotra, Anis Davoudi, Scott Siegel, Azra Bihorac, Parisa Rashidi
2018	J	`jnl`	Comparing Clinical Judgment with MySurgeryRisk Algorithm for Preoperative Risk Assessment: A Pilot Study. CoRR Meghan Brennan, Sahil Puri, Tezcan Ozrazgat-Baslanti, Rajendra Rana Bhat, Zheng Feng, Petar Momcilovic, Xiaolin Li, Daisy Zhe Wang, Azra Bihorac
2018	—	`conf`	Comparison of Gaussian Processes Methods to Linear methods for Imputation of Sparse Physiological Time Series. EMBC Paul Nickerson, Raheleh Baharloo, Anis Davoudi, Azra Bihorac, Parisa Rashidi
2018	J	`jnl`	Deep EHR: A Survey of Recent Advances in Deep Learning Techniques for Electronic Health Record (EHR) Analysis. IEEE J. Biomed. Health Informatics Benjamin Shickel, Patrick James Tighe, Azra Bihorac, Parisa Rashidi
2018	J	`jnl`	DeepSOFA: A Real-Time Continuous Acuity Score Framework using Deep Learning. CoRR Benjamin Shickel, Tyler J. Loftus, Tezcan Ozrazgat-Baslanti, Ashkan Ebadi, Azra Bihorac, Parisa Rashidi
2018	J	`jnl`	Extended Vertical Lists for Temporal Pattern Mining from Multivariate Time Series. CoRR Anton Kocheturov, Petar Momcilovic, Azra Bihorac, Panos M. Pardalos
2018	J	`jnl`	Improved Predictive Models for Acute Kidney Injury with IDEAs: Intraoperative Data Embedded Analytics. CoRR Lasith Adhikari, Tezcan Ozrazgat-Baslanti, Paul Thottakkara, Ashkan Ebadi, Amir Motaei, Parisa Rashidi, Xiaolin Li, Azra Bihorac
2018	J	`jnl`	The Intelligent ICU Pilot Study: Using Artificial Intelligence Technology for Autonomous Patient Monitoring. CoRR Anis Davoudi, Kumar Rohit Malhotra, Benjamin Shickel, Scott Siegel, Seth Williams, Matthew Ruppert, Emel Bihorac, Tezcan Ozrazgat-Baslanti, Patrick James Tighe, Azra Bihorac, Parisa Rashidi
2017	—	`conf`	D.R.E.A.M.S. (Digital Rehabilitation Environment-Altering Medical System). SeGAH Marko Suvajdzic, Azra Bihorac, Parisa Rashidi
2017	J	`jnl`	Deep EHR: A Survey of Recent Advances on Deep Learning Techniques for Electronic Health Record (EHR) Analysis. CoRR Benjamin Shickel, Patrick James Tighe, Azra Bihorac, Parisa Rashidi
2017	C	`conf`	Delirium Prediction using Machine Learning Models on Predictive Electronic Health Records Data. BIBE Anis Davoudi, Tezcan Ozrazgat-Baslanti, Ashkan Ebadi, Alberto C. Bursian, Azra Bihorac, Parisa Rashidi
2017	—	`conf`	Intelligent Perioperative System: Towards Real-Time Big Data Analytics in Surgery Risk Assessment. DASC/PiCom/DataCom/CyberSciTech Zheng Feng, Rajendra Rana Bhat, Xiaoyong Yuan, Daniel Freeman, Tezcan Baslanti, Azra Bihorac, Xiaolin Li
2017	J	`jnl`	Intelligent Perioperative System: Towards Real-time Big Data Analytics in Surgery Risk Assessment. CoRR Zheng Feng, Rajendra Rana Bhat, Xiaoyong Yuan, Daniel Freeman, Tezcan Baslanti, Azra Bihorac, Xiaolin Li