Parisa Rashidi

129 papers A* 4B 2C 7Misc 4Journal 83Unranked 28

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`	Bridge2AI: Building A Cross-disciplinary Curriculum Towards AI-Enhanced Biomedical and Clinical Care. CoRR John Rincon, Alexander Russell Pelletier, Destiny Gilliland, Wei Wang, Ding Wang, Simha Sankar Baradwaj, Lori Scott-Sheldon, Samson Gebreab, William Hersh, Parisa Rashidi, Sally Baxter, Wade Schulz, Trey Ideker, Yael Bensoussan, Paul C. Boutros, Alex A. T. Bui, Colin Walsh, Karol E. Watson, Peipei Ping
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`	Integrating Persian Lip Reading in Surena-V Humanoid Robot for Human-Robot Interaction. CoRR Ali Farshian Abbasi, Aghil Yousefi-Koma, Soheil Dehghani Firouzabadi, Parisa Rashidi, Alireza Naeini
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	—	`conf`	NeuRL: A Standalone No-Code Web-Based Agent Environment to Explore Neural Networks and Reinforcement Learning. SIGCSE (1) Scott Siegel, Amanpreet Kapoor, Parisa Rashidi
2025	C	`conf`	Non-Invasive Glucose Measurement Using Radio-Frequency Spectroscopy and Machine Learning. BSN Alishba Fatmi, Subhash Nerella, Dominic Klyve, Parisa Rashidi, Adam Khalifa
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`	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
2025	A*	`conf`	XTSFormer: Cross-Temporal-Scale Transformer for Irregular-Time Event Prediction in Clinical Applications. AAAI Tingsong Xiao, Zelin Xu, Wenchong He, Zhengkun Xiao, Yupu Zhang, Zibo Liu, Shigang Chen, My T. Thai, Jiang Bian, Parisa Rashidi, Zhe Jiang
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	A*	`conf`	Enhancing EHR Systems with data from wearables: An end-to-end Solution for monitoring post-Surgical Symptoms in older adults. MobiCom Heng Sun, Sai Manoj Jalam, Havish Kodali, Subhash Nerella, Ruben D. Zapata, Nicole Gravina, Jessica M. Ray, Erik C. Schmidt, Todd M. Manini, Parisa Rashidi
2024	J	`jnl`	Evaluation of General Large Language Models in Contextually Assessing Semantic Concepts Extracted from Adult Critical Care Electronic Health Record Notes. CoRR Darren Liu, Cheng Ding, Delgersuren Bold, Monique Bouvier, Jiaying Lu, Benjamin Shickel, Craig S. Jabaley, Wenhui Zhang, Soojin Park, Michael J. Young, Mark S. Wainwright, Gilles Clermont, Parisa Rashidi, Eric S. Rosenthal, Laurie Dimisko, Ran Xiao, Joo Heung Yoon, Carl Yang, Xiao Hu
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`	Peri-AIIMS: Perioperative Artificial Intelligence Driven Integrated Modeling of Surgeries using Anesthetic, Physical and Cognitive Statuses for Predicting Hospital Outcomes. CoRR Sabyasachi Bandyopadhyay, Jiaqing Zhang, Ronald L. Ison, David J. Libon, Patrick James Tighe, Catherine C. Price, Parisa Rashidi
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`	Recent Advances, Applications, and Open Challenges in Machine Learning for Health: Reflections from Research Roundtables at ML4H 2023 Symposium. CoRR Hyewon Jeong, Sarah Jabbour, Yuzhe Yang, Rahul Thapa, Hussein Mozannar, William Jongwon Han, Nikita Mehandru, Michael Wornow, Vladislav Lialin, Xin Liu, Alejandro Lozano, Jiacheng Zhu, Rafal Dariusz Kocielnik, Keith Harrigian, Haoran Zhang, Edward Lee, Milos Vukadinovic, Aparna Balagopalan, Vincent Jeanselme, Katherine Matton, Ilker Demirel, Jason A. Fries, Parisa Rashidi, Brett K. Beaulieu-Jones, Xuhai Orson Xu, Matthew B. A. McDermott, Tristan Naumann, Monica Agrawal, Marinka Zitnik, Berk Ustun, Edward Choi, Kristen Yeom, Gamze Gürsoy, Marzyeh Ghassemi, Emma Pierson, George H. Chen, Sanjat Kanjilal, Michael Oberst, Linying Zhang, Harvineet Singh, Tom Hartvigsen, Helen Zhou, Chinasa T. Okolo
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
2024	J	`jnl`	XTSFormer: Cross-Temporal-Scale Transformer for Irregular Time Event Prediction. CoRR Tingsong Xiao, Zelin Xu, Wenchong He, Jim Su, Yupu Zhang, Raymond Opoku, Ronald L. Ison, Jason Petho, Jiang Bian, Patrick James Tighe, Parisa Rashidi, Zhe Jiang
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`	Automatic Ultrasound Image Segmentation of Supraclavicular Nerve Using Dilated U-Net Deep Learning Architecture. CoRR Mizuki Miyatake, Subhash Nerella, David Simpson, Natalia Pawlowicz, Sarah Stern, Patrick James Tighe, 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`	Fairness in the prediction of acute postoperative pain using machine learning models. Frontiers Digit. Health Anis Davoudi, Ruba Sajdeya, Ron Ison, Jennifer Hagen, Parisa Rashidi, Catherine C. Price, Patrick James Tighe
2022	J	`jnl`	Human activity recognition in artificial intelligence framework: a narrative review. Artif. Intell. Rev. Neha Gupta, Suneet K. Gupta, Rajesh K. Pathak, Vanita Jain, Parisa Rashidi, Jasjit S. Suri
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`	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`	Accessing Artificial Intelligence for Clinical Decision-Making. Frontiers Digit. Health Chris Giordano, Meghan Brennan, Basma Mohamed, Parisa Rashidi, François Modave, Patrick James Tighe
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
2021	—	`conf`	ROAMM: A customizable and interactive smartwatch platform for patient-generated health data. IC3 Yashaswi Karnati, Ruben D. Zapata, Matthew J. McConnell, Rohith R. K. Reddy, Varun Reddy Regalla, Aseem Thakkar, Jordan Alpert, Tonatiuh Mendoza, Parisa Rashidi, Mamoun T. Mardini, Michael Marsiske, Thomas M. Gill, Todd M. Manini, Sanjay Ranka
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	C	`conf`	Automated Emotional Valence Prediction in Mental Health Text via Deep Transfer Learning. BIBE Benjamin Shickel, Martin Heesacker, Sherry Benton, Parisa Rashidi
2020	C	`conf`	Automatic Detection and Classification of Cognitive Distortions in Mental Health Text. BIBE Benjamin Shickel, Scott Siegel, Martin Heesacker, Sherry Benton, 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
2020	—	`conf`	Phenotyping Cognitive Impairment using Graphomotor and Latency Features in Digital Clock Drawing Test. EMBC Anis Davoudi, Catherine Dion, Shawna Amini, David J. Libon, Patrick James Tighe, Catherine C. Price, Parisa Rashidi
2020	J	`jnl`	Secondary care provider attitudes towards patient generated health data from smartwatches. npj Digit. Medicine Jordan Alpert, Todd M. Manini, Megan Roberts, Naga S. Prabhakar Kota, Tonatiuh Mendoza, Laurence M. Solberg, Parisa Rashidi
2020	J	`jnl`	Sequential Interpretability: Methods, Applications, and Future Direction for Understanding Deep Learning Models in the Context of Sequential Data. CoRR Benjamin Shickel, Parisa Rashidi
2019	J	`jnl`	A quest for the structure of intra- and postoperative surgical team networks: does the small-world property evolve over time? Soc. Netw. Anal. Min. Ashkan Ebadi, Patrick James Tighe, Lei Zhang, Parisa Rashidi
2019	J	`jnl`	A smartwatch-based framework for real-time and online assessment and mobility monitoring. J. Biomed. Informatics Matin Kheirkhahan, Sanjay P. Nair, Anis Davoudi, Parisa Rashidi, Amal A. Wanigatunga, Duane B. Corbett, Tonatiuh Mendoza, Todd M. Manini, Sanjay Ranka
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	J	`jnl`	Automatic Detection and Classification of Cognitive Distortions in Mental Health Text. CoRR Benjamin Shickel, Scott Siegel, Martin Heesacker, Sherry Benton, Parisa Rashidi
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`	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	J	`jnl`	A Quest for the Structure of Intra- and Postoperative Surgical Team Networks: Does the Small World Property Evolve over Time? CoRR Ashkan Ebadi, Patrick James Tighe, Lei Zheng, Parisa Rashidi
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	—	`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`	Does the Position of Surgical Service Providers in Intra-Operative Networks Matter? Analyzing the Impact of Influencing Factors on Patients' Outcome. CoRR Ashkan Ebadi, Patrick James Tighe, Lei Zhang, Parisa Rashidi
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
2018	J	`jnl`	Transition Icons for Time-Series Visualization and Exploratory Analysis. IEEE J. Biomed. Health Informatics Paul Nickerson, Raheleh Baharloo, Amal A. Wanigatunga, Todd M. Manini, Patrick James Tighe, Parisa Rashidi
2017	Misc	`conf`	Anesthesia Instrument Recognition System. AMIA Scott Siegel, Agyeiwaa O. Agyei, Anis Davoudi, Patrick James Tighe, 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	—	`conf`	Deep recurrent neural networks for predicting intraoperative and postoperative outcomes and trends. BHI Shruthi Gopalswamy, Patrick James Tighe, 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	J	`jnl`	DisTeam: A decision support tool for surgical team selection. Artif. Intell. Medicine Ashkan Ebadi, Patrick James Tighe, Lei Zhang, Parisa Rashidi
2017	J	`jnl`	Hashtag Healthcare: From Tweets to Mental Health Journals Using Deep Transfer Learning. CoRR Benjamin Shickel, Martin Heesacker, Sherry Benton, Parisa Rashidi
2017	—	`conf`	Power-efficient real-time approach to non-wear time detection for smartwatches. BHI Matin Kheirkhahan, Hiranava Das, Manoj Battula, Anis Davoudi, Parisa Rashidi, Todd M. Manini, Sanjay Ranka
2016	Misc	`conf`	ART: An Availability-Aware Active Learning Framework for Data Streams. FLAIRS Benjamin Shickel, Parisa Rashidi
2016	—	`conf`	Automatic Triage of Mental Health Forum Posts. CLPsych@HLT-NAACL Benjamin Shickel, Parisa Rashidi
2016	—	`conf`	Deep neural network architectures for forecasting analgesic response. EMBC Paul Nickerson, Patrick James Tighe, Benjamin Shickel, Parisa Rashidi
2016	C	`conf`	ROAMM: A software infrastructure for real-time monitoring of personal health. HealthCom Sanjay P. Nair, Matin Kheirkhahan, Anis Davoudi, Parisa Rashidi, Amal A. Wanigatunga, Duane B. Corbett, Todd M. Manini, Sanjay Ranka
2016	—	`conf`	Self-Reflective Sentiment Analysis. CLPsych@HLT-NAACL Benjamin Shickel, Martin Heesacker, Sherry Benton, Ashkan Ebadi, Paul Nickerson, Parisa Rashidi
2015	—	`ch.`	Data Analytics for Pervasive Health. Healthcare Data Analytics Giovanni Acampora, Diane J. Cook, Parisa Rashidi, Athanasios V. Vasilakos
2014	—	`conf`	SmartHealthSys 2014: ACM ubicomp international workshop on smart health systems and applications. UbiComp Adjunct Hassan Ghasemzadeh, Parisa Rashidi, Michael K. Ong, Diane J. Cook, Roozbeh Jafari, George Demiris, Misha Pavel, Marjorie Skubic
2014	J	`jnl`	Special issue on data mining in pervasive environments. Pervasive Mob. Comput. Nirmalya Roy, Parisa Rashidi, Larry Holder, Liming Chen
2013	J	`jnl`	A Survey on Ambient Intelligence in Healthcare. Proc. IEEE Giovanni Acampora, Diane J. Cook, Parisa Rashidi, Athanasios V. Vasilakos
2013	J	`jnl`	A Survey on Ambient-Assisted Living Tools for Older Adults. IEEE J. Biomed. Health Informatics Parisa Rashidi, Alex Mihailidis
2013	J	`jnl`	Activity Discovery and Activity Recognition: A New Partnership. IEEE Trans. Cybern. Diane J. Cook, Narayanan Chatapuram Krishnan, Parisa Rashidi
2013	J	`jnl`	COM: A method for mining and monitoring human activity patterns in home-based health monitoring systems. ACM Trans. Intell. Syst. Technol. Parisa Rashidi, Diane J. Cook
2013	J	`jnl`	Reports on the 2012 AAAI Fall Symposium Series. AI Mag. Rezarta Islamaj Dogan, Yolanda Gil, Haym Hirsh, Narayanan Chatapuram Krishnan, Michael Lewis, Çetin Meriçli, Parisa Rashidi, Victor Raskin, Samarth Swarup, Wei Sun, Julia M. Taylor, Lana Yeganova
2012	—	`conf`	Assisted living technologies for older adults. IHI Parisa Rashidi
2012	Misc	`conf`	International Workshop on Situation, Activity and Goal Awareness (SAGAware 2012). UbiComp Parisa Rashidi, Liming Chen, William K. Cheung
2012	—	`conf`	Preface. AAAI Fall Symposium: Artificial Intelligence for Gerontechnology Diane J. Cook, Narayanan Chatapuram Krishnan, Parisa Rashidi, Marjorie Skubic, Alex Mihailidis
2012	J	`jnl`	Situation, activity and goal awareness in ubiquitous computing. Int. J. Pervasive Comput. Commun. Liming Chen, Parisa Rashidi
2011	J	`jnl`	Activity knowledge transfer in smart environments. Pervasive Mob. Comput. Parisa Rashidi, Diane J. Cook
2011	A*	`conf`	Ask me better questions: active learning queries based on rule induction. KDD Parisa Rashidi, Diane J. Cook
2011	J	`jnl`	Discovering Activities to Recognize and Track in a Smart Environment. IEEE Trans. Knowl. Data Eng. Parisa Rashidi, Diane J. Cook, Lawrence B. Holder, Maureen Schmitter-Edgecombe
2011	C	`conf`	Domain Selection and Adaptation in Smart Homes. ICOST Parisa Rashidi, Diane J. Cook
2011	C	`conf`	Using Association Rule Mining to Discover Temporal Relations of Daily Activities. ICOST Ehsan Nazerfard, Parisa Rashidi, Diane J. Cook
2011	Misc	`conf`	Workshop overview for the international workshop on situation, activity and goal awareness. UbiComp Liming Chen, Parisa Rashidi, Ismail Khalil, Zhiwen Yu, Christian Becker, William K. Cheung
2010	—	`conf`	Activity Recognition Based on Home to Home Transfer Learning. Plan, Activity, and Intent Recognition Parisa Rashidi, Diane J. Cook
2010	—	`conf`	Discovering Temporal Features and Relations of Activity Patterns. ICDM Workshops Ehsan Nazerfard, Parisa Rashidi, Diane J. Cook
2010	A*	`conf`	Mining Sensor Streams for Discovering Human Activity Patterns over Time. ICDM Parisa Rashidi, Diane J. Cook
2010	—	`conf`	Mining and monitoring patterns of daily routines for assisted living in real world settings. IHI Parisa Rashidi, Diane J. Cook
2009	J	`jnl`	Keeping the Resident in the Loop: Adapting the Smart Home to the User. IEEE Trans. Syst. Man Cybern. Part A Parisa Rashidi, Diane J. Cook
2009	B	`conf`	Transferring Learned Activities in Smart Environments. Intelligent Environments Parisa Rashidi, Diane J. Cook
2008	—	`conf`	An Adaptive Sensor Mining Framework for Pervasive Computing Applications. KDD Workshop on Knowledge Discovery from Sensor Data Parisa Rashidi, Diane J. Cook
2008	—	`conf`	Onspect: ontology based aspects. FOAL Parisa Rashidi, Roger T. Alexander
2007	—	`conf`	Inhabitant Guidance of Smart Environments. HCI (2) Parisa Rashidi, G. Michael Youngblood, Diane J. Cook, Sajal K. Das