Bobak Mortazavi

46 papers A* 2A 2B 1C 7Misc 2Journal 19Unranked 12

Year	Rank	Type	Title / Venue / Authors
2024	—	`conf`	Conference on Health, Inference, and Learning (CHIL) 2024. CHIL Tom J. Pollard, Edward Choi, Pankhuri Singhal, Michael C. Hughes, Elena Sizikova, Bobak Mortazavi, Irene Y. Chen, Fei Wang, Tasmie Sarker, Matthew B. A. McDermott, Marzyeh Ghassemi
2024	—	`ed.`	Conference on Health, Inference, and Learning, New York, NY, USA, 27-28 June 2024. CHIL Tom J. Pollard, Edward Choi, Pankhuri Singhal, Michael Hughes, Elena Sizikova, Bobak Mortazavi, Irene Chen, Fei Wang, Tasmie Sarker, Matthew McDermott, Marzyeh Ghassemi
2023	J	`jnl`	Multimodal Pretraining of Medical Time Series and Notes. CoRR Ryan King, Tianbao Yang, Bobak Mortazavi
2022	J	`jnl`	Density-Aware Personalized Training for Risk Prediction in Imbalanced Medical Data. CoRR Zepeng Huo, Xiaoning Qian, Shuai Huang, Zhangyang Wang, Bobak Mortazavi
2022	J	`jnl`	DynImp: Dynamic Imputation for Wearable Sensing Data Through Sensory and Temporal Relatedness. CoRR Zepeng Huo, Taowei Ji, Yifei Liang, Shuai Huang, Zhangyang Wang, Xiaoning Qian, Bobak Mortazavi
2022	Misc	`conf`	Dynimp: Dynamic Imputation for Wearable Sensing Data through Sensory and Temporal Relatedness. ICASSP Zepeng Huo, Taowei Ji, Yifei Liang, Shuai Huang, Zhangyang Wang, Xiaoning Qian, Bobak Mortazavi
2022	—	`conf`	Evaluating Short Animation Videos in Asynchronous Teaching. SIGCSE (2) Chen Liang, Bobak Mortazavi
2022	—	`conf`	Modeling Individual Differences in Food Metabolism through Alternating Least Squares. EMBC Anurag Das, Bobak Mortazavi, Nicolaas E. P. Deutz, Ricardo Gutierrez-Osuna
2022	J	`jnl`	Predicting the Macronutrient Composition of Mixed Meals From Dietary Biomarkers in Blood. IEEE J. Biomed. Health Informatics Anurag Das, Bobak Mortazavi, Seyedhooman Sajjadi, Theodora Chaspari, Laura E. Ruebush, Nicolaas E. P. Deutz, Gerard L. Coté, Ricardo Gutierrez-Osuna
2022	J	`jnl`	Self-Supervised Learning of Echocardiogram Videos Enables Data-Efficient Clinical Diagnosis. CoRR Gregory Holste, Evangelos K. Oikonomou, Bobak Mortazavi, Zhangyang Wang, Rohan Khera
2022	J	`jnl`	VFDS: Variational Foresight Dynamic Selection in Bayesian Neural Networks for Efficient Human Activity Recognition. CoRR Randy Ardywibowo, Shahin Boluki, Zhangyang Wang, Bobak Mortazavi, Shuai Huang, Xiaoning Qian
2021	Misc	`conf`	A Sparse Coding Approach to Automatic Diet Monitoring with Continuous Glucose Monitors. ICASSP Anurag Das, Seyedhooman Sajjadi, Bobak Mortazavi, Theodora Chaspari, Projna Paromita, Laura Ruebush, Nicolaas E. P. Deutz, Ricardo Gutierrez-Osuna
2021	J	`jnl`	Growing Representation Learning. CoRR Ryan King, Bobak Mortazavi
2021	J	`jnl`	Self-Damaging Contrastive Learning. CoRR Ziyu Jiang, Tianlong Chen, Bobak Mortazavi, Zhangyang Wang
2021	—	`conf`	Theory and software for boosted nonparametric hazard estimation. SPACA Donald K. K. Lee, Ningyuan Chen, Hemant Ishwaran, Xiaochen Wang, Arash Pakbin, Bobak Mortazavi, Hongyu Zhao
2020	A*	`conf`	BoXHED: Boosted eXact Hazard Estimator with Dynamic covariates. ICML Xiaochen Wang, Arash Pakbin, Bobak Mortazavi, Hongyu Zhao, Donald K. K. Lee
2020	B	`conf`	GPSRL: Learning Semi-Parametric Bayesian Survival Rule Lists from Heterogeneous Patient Data. ICPR Ameer Hamza Shakur, Xiaoning Qian, Zhangyang Wang, Bobak Mortazavi, Shuai Huang
2020	—	`conf`	Learning to Generate Clinically Coherent Chest X-Ray Reports. EMNLP (Findings) Justin R. Lovelace, Bobak Mortazavi
2020	A	`conf`	Uncertainty Quantification for Deep Context-Aware Mobile Activity Recognition and Unknown Context Discovery. AISTATS Zepeng Huo, Arash Pakbin, Xiaohan Chen, Nathan C. Hurley, Ye Yuan, Xiaoning Qian, Zhangyang Wang, Shuai Huang, Bobak Mortazavi
2020	J	`jnl`	Uncertainty Quantification for Deep Context-Aware Mobile Activity Recognition and Unknown Context Discovery. CoRR Zepeng Huo, Arash Pakbin, Xiaohan Chen, Nathan C. Hurley, Ye Yuan, Xiaoning Qian, Zhangyang Wang, Shuai Huang, Bobak Mortazavi
2019	A	`conf`	Adaptive Activity Monitoring with Uncertainty Quantification in Switching Gaussian Process Models. AISTATS Randy Ardywibowo, Guang Zhao, Zhangyang Wang, Bobak Mortazavi, Shuai Huang, Xiaoning Qian
2019	J	`jnl`	Adaptive Activity Monitoring with Uncertainty Quantification in Switching Gaussian Process Models. CoRR Randy Ardywibowo, Guang Zhao, Zhangyang Wang, Bobak Mortazavi, Shuai Huang, Xiaoning Qian
2017	J	`jnl`	Dynamic Computation Offloading for Low-Power Wearable Health Monitoring Systems. IEEE Trans. Biomed. Eng. Haik Kalantarian, Costas Sideris, Bobak Mortazavi, Nabil Alshurafa, Majid Sarrafzadeh
2017	J	`jnl`	Prediction of Adverse Events in Patients Undergoing Major Cardiovascular Procedures. IEEE J. Biomed. Health Informatics Bobak Mortazavi, Nihar Desai, Jing Zhang, Andreas Coppi, Fred Warner, Harlan M. Krumholz, Sahand Negahban
2016	J	`jnl`	A Prediction Model for Functional Outcomes in Spinal Cord Disorder Patients Using Gaussian Process Regression. IEEE J. Biomed. Health Informatics Sunghoon Ivan Lee, Bobak Mortazavi, Haydn A. Hoffman, Derek S. Lu, Charles Li, Brian H. Paak, Jordan H. Garst, Mehrdad Razaghy, Marie Espinal, Eunjeong Park, Daniel C. Lu, Majid Sarrafzadeh
2016	J	`jnl`	Improving biomedical signal search results in big data case-based reasoning environments. Pervasive Mob. Comput. Jonathan Woodbridge, Bobak Mortazavi, Alex A. T. Bui, Majid Sarrafzadeh
2016	J	`jnl`	Probabilistic segmentation of time-series audio signals using Support Vector Machines. Microprocess. Microsystems Haik Kalantarian, Bobak Mortazavi, Mohammad Pourhomayoun, Nabil Alshurafa, Majid Sarrafzadeh
2015	J	`jnl`	Can Smartwatches Replace Smartphones for Posture Tracking? Sensors Bobak Mortazavi, Ebrahim Nemati, Kristina VanderWall, Hector G. Flores-Rodriguez, Jun Yu Jacinta Cai, Jessica Lucier, Arash Naeim, Majid Sarrafzadeh
2015	J	`jnl`	Context-Aware Data Processing to Enhance Quality of Measurements in Wireless Health Systems: An Application to MET Calculation of Exergaming Actions. IEEE Internet Things J. Bobak Mortazavi, Mohammad Pourhomayoun, Hassan Ghasemzadeh, Roozbeh Jafari, Christian K. Roberts, Majid Sarrafzadeh
2015	C	`conf`	Impact of sensor misplacement on estimating metabolic equivalent of task with wearables. BSN Parastoo Alinia, Ramyar Saeedi, Bobak Mortazavi, Seyed Ali Rokni, Hassan Ghasemzadeh
2015	A*	`conf`	Multiple model recognition for near-realistic exergaming. PerCom Bobak Mortazavi, Mohammad Pourhomayoun, Suneil Nyamathi, Brandon Wu, Sunghoon Ivan Lee, Majid Sarrafzadeh
2014	C	`conf`	Anti-Cheating: Detecting Self-Inflicted and Impersonator Cheaters for Remote Health Monitoring Systems with Wearable Sensors. BSN Nabil Alshurafa, Jo-Ann Eastwood, Mohammad Pourhomayoun, Suneil Nyamathi, Lily Bao, Bobak Mortazavi, Majid Sarrafzadeh
2014	J	`jnl`	Designing a Robust Activity Recognition Framework for Health and Exergaming Using Wearable Sensors. IEEE J. Biomed. Health Informatics Nabil Alshurafa, Wenyao Xu, Jason J. Liu, Ming-Chun Huang, Bobak Mortazavi, Christian K. Roberts, Majid Sarrafzadeh
2014	J	`jnl`	Near-Realistic Mobile Exergames With Wireless Wearable Sensors. IEEE J. Biomed. Health Informatics Bobak Mortazavi, Suneil Nyamathi, Sunghoon Ivan Lee, Thomas Wilkerson, Hassan Ghasemzadeh, Majid Sarrafzadeh
2014	—	`conf`	User-centric exergaming with fine-grain activity recognition: a dynamic optimization approach. UbiComp Adjunct Bobak Mortazavi, Sunghoon Ivan Lee, Majid Sarrafzadeh
2013	C	`conf`	MET calculations from on-body accelerometers for exergaming movements. BSN Bobak Mortazavi, Nabil Alshurafa, Sunghoon Ivan Lee, Mars Lan, Majid Sarrafzadeh, Michael Chronley, Christian K. Roberts
2013	C	`conf`	Multi-dimensional signal search with applications in remote medical monitoring. BSN Maryam Moazeni, Bobak Mortazavi, Majid Sarrafzadeh
2013	C	`conf`	Multi-dimensional signal search with applications in remote medical monitoring. BSN Maryam Moazeni, Bobak Mortazavi, Majid Sarrafzadeh
2013	—	`conf`	Remote patient monitoring: what impact can data analytics have on cost? Wireless Health Sunghoon Ivan Lee, Hassan Ghasemzadeh, Bobak Mortazavi, Mars Lan, Nabil Alshurafa, Michael K. Ong, Majid Sarrafzadeh
2013	C	`conf`	Robust human intensity-varying activity recognition using Stochastic Approximation in wearable sensors. BSN Nabil Alshurafa, Wenyao Xu, Jason J. Liu, Ming-Chun Huang, Bobak Mortazavi, Majid Sarrafzadeh, Christian K. Roberts
2012	—	`conf`	A Monte Carlo approach to biomedicai time series search. BIBM Jonathan Woodbridge, Bobak Mortazavi, Majid Sarrafzadeh, Alex A. T. Bui
2012	—	`conf`	Aggregated Indexing of Biomedical Time Series Data. HISB Jonathan Woodbridge, Bobak Mortazavi, Majid Sarrafzadeh, Alex A. T. Bui
2012	—	`conf`	Dynamic Task Optimization in Remote Diabetes Monitoring Systems. HISB Myung-kyung Suh, Jonathan Woodbridge, Tannaz Moin, Mars Lan, Nabil Alshurafa, Lauren Samy, Bobak Mortazavi, Hassan Ghasemzadeh, Alex A. T. Bui, Sheila Ahmadi, Majid Sarrafzadeh
2012	—	`conf`	High performance biomedical time series indexes using salient segmentation. EMBC Jonathan Woodbridge, Bobak Mortazavi, Alex A. T. Bui, Majid Sarrafzadeh
2012	C	`conf`	Near-Realistic Motion Video Games with Enforced Activity. BSN Bobak Mortazavi, Kin Chung Chu, Xialong Li, Jessica Tai, Shwetha Kotekar, Majid Sarrafzadeh
2011	—	`conf`	A Wireless Body-wearable Sensor System for Designing Physically Interactive Video Games. BIODEVICES Bobak Mortazavi, Hagop Hagopian, Jonathan Woodbridge, Behrooz Yadegar, Majid Sarrafzadeh