Homa Alemzadeh

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 69

Top Topics

Emergency Medical Services

Skill Assessment

Top Venues

Publications

Keshara Weerasinghe, Seyed Hamid Reza Roodabeh, Kay Hutchinson, Homa Alemzadeh
Multimodal Transformers for Real-Time Surgical Activity Prediction. CoRR (2024)
Keshara Weerasinghe, Seyed Hamid Reza Roodabeh, Kay Hutchinson, Homa Alemzadeh
Multimodal Transformers for Real-Time Surgical Activity Prediction. ICRA (2024)
Lahiru N. S. Wijayasingha, Homa Alemzadeh, John A. Stankovic
Camera-Independent Single Image Depth Estimation from Defocus Blur. WACV (2024)
Xugui Zhou, Bulbul Ahmed, James H. Aylor, Philip Asare, Homa Alemzadeh
Hybrid Knowledge and Data Driven Synthesis of Runtime Monitors for Cyber-Physical Systems. IEEE Trans. Dependable Secur. Comput. 21 (1) (2024)
Keshara Weerasinghe, Saahith Janapati, Xueren Ge, Sion Kim, Sneha Iyer, John A. Stankovic, Homa Alemzadeh
Real-Time Multimodal Cognitive Assistant for Emergency Medical Services. CoRR (2024)
Keshara Weerasinghe, Saahith Janapati, Xueren Ge, Sion Kim, Sneha Iyer, John A. Stankovic, Homa Alemzadeh
Real-Time Multimodal Cognitive Assistant for Emergency Medical Services. IoTDI (2024)
Lahiru N. S. Wijayasingha, Homa Alemzadeh, John A. Stankovic
Camera-Independent Single Image Depth Estimation from Defocus Blur. CoRR (2023)
Zongyu Li, Ian Reyes, Homa Alemzadeh
Robotic Scene Segmentation with Memory Network for Runtime Surgical Context Inference. IROS (2023)
Kay Hutchinson, Zongyu Li, Ian Reyes, Homa Alemzadeh
Towards Surgical Context Inference and Translation to Gestures. CoRR (2023)
Maryam Bagheri, Josephine Lamp, Xugui Zhou, Lu Feng, Homa Alemzadeh
Towards Developing Safety Assurance Cases for Learning-Enabled Medical Cyber-Physical Systems. SafeAI@AAAI (2023)
Chloe Smith, Maxfield Kouzel, Xugui Zhou, Homa Alemzadeh
Short: Basal-Adjust: Trend Prediction Alerts and Adjusted Basal Rates for Hyperglycemia Prevention. CHASE (2023)
Chloe Smith, Maxfield Kouzel, Xugui Zhou, Homa Alemzadeh
Short: Basal-Adjust: Trend Prediction Alerts and Adjusted Basal Rates for Hyperglycemia Prevention. CoRR (2023)
Xueren Ge, Ronald D. Williams, John A. Stankovic, Homa Alemzadeh
DKEC: Domain Knowledge Enhanced Multi-Label Classification for Electronic Health Records. CoRR (2023)
Zongyu Li, Ian Reyes, Homa Alemzadeh
Robotic Scene Segmentation with Memory Network for Runtime Surgical Context Inference. CoRR (2023)
Kay Hutchinson, Ian Reyes, Zongyu Li, Homa Alemzadeh
Evaluating the Task Generalization of Temporal Convolutional Networks for Surgical Gesture and Motion Recognition using Kinematic Data. CoRR (2023)
M. Arif Rahman, Leon Jia, Eimara Mirza, Sarah Masud Preum, Homa Alemzadeh, Ronald D. Williams, John A. Stankovic
emsReACT: A Real-Time Interactive Cognitive Assistant for Cardiac Arrest Training in Emergency Medical Services. DCOSS-IoT (2023)
Kay Hutchinson, Zongyu Li, Ian Reyes, Homa Alemzadeh
Towards Surgical Context Inference and Translation to Gestures. ICRA (2023)
Kay Hutchinson, Ian Reyes, Zongyu Li, Homa Alemzadeh
Evaluating the Task Generalization of Temporal Convolutional Networks for Surgical Gesture and Motion Recognition Using Kinematic Data. IEEE Robotics Autom. Lett. 8 (8) (2023)
Xugui Zhou, Anqi Chen, Maxfield Kouzel, Haotian Ren, Morgan McCarty, Cristina Nita-Rotaru, Homa Alemzadeh
Experimental Security Analysis of DNN-based Adaptive Cruise Control under Context-Aware Perception Attacks. CoRR (2023)
M. Arif Rahman, Sarah Masud Preum, Ronald D. Williams, Homa Alemzadeh, John A. Stankovic
EMS-BERT: A Pre-Trained Language Representation Model for the Emergency Medical Services (EMS) Domain. CHASE (2023)
M. Arif Rahman, Keshara Weerasinghe, Lahiru N. S. Wijayasingha, Homa Alemzadeh, Ronald D. Williams, John A. Stankovic
Poster Abstract: SenseEMS - Towards A Hand Activity Recognition and Monitoring System for Emergency Medical Services. IPSN (2023)
Kay Hutchinson, Katherina Chen, Homa Alemzadeh
Towards Interpretable Motion-level Skill Assessment in Robotic Surgery. CoRR (2023)
Xugui Zhou, Maxfield Kouzel, Chloe Smith, Homa Alemzadeh
KnowSafe: Combined Knowledge and Data Driven Hazard Mitigation in Artificial Pancreas Systems. CoRR (2023)
Kay Hutchinson, Ian Reyes, Zongyu Li, Homa Alemzadeh
COMPASS: a formal framework and aggregate dataset for generalized surgical procedure modeling. Int. J. Comput. Assist. Radiol. Surg. 18 (12) (2023)
Zongyu Li, Kay Hutchinson, Homa Alemzadeh
Runtime Detection of Executional Errors in Robot-Assisted Surgery. CoRR (2022)
Xugui Zhou, Maxfield Kouzel, Haotian Ren, Homa Alemzadeh
Design and Validation of an Open-Source Closed-Loop Testbed for Artificial Pancreas Systems. CoRR (2022)
Zongyu Li, Kay Hutchinson, Homa Alemzadeh
Runtime Detection of Executional Errors in Robot-Assisted Surgery. ICRA (2022)
Xugui Zhou, Maxfield Kouzel, Homa Alemzadeh
Robustness Testing of Data and Knowledge Driven Anomaly Detection in Cyber-Physical Systems. CoRR (2022)
Xugui Zhou, Anna Schmedding, Haotian Ren, Lishan Yang, Philip Schowitz, Evgenia Smirni, Homa Alemzadeh
Strategic Safety-Critical Attacks Against an Advanced Driver Assistance System. CoRR (2022)
Xugui Zhou, Maxfield Kouzel, Haotian Ren, Homa Alemzadeh
Design and Validation of an Open-Source Closed-Loop Testbed for Artificial Pancreas Systems. CHASE (2022)
Xugui Zhou, Maxfield Kouzel, Homa Alemzadeh
Robustness Testing of Data and Knowledge Driven Anomaly Detection in Cyber-Physical Systems. DSN Workshops (2022)
Xugui Zhou, Anna Schmedding, Haotian Ren, Lishan Yang, Philip Schowitz, Evgenia Smirni, Homa Alemzadeh
Strategic Safety-Critical Attacks Against an Advanced Driver Assistance System. DSN (2022)
Kay Hutchinson, Ian Reyes, Zongyu Li, Homa Alemzadeh
COMPASS: A Formal Framework and Aggregate Dataset for Generalized Surgical Procedure Modeling. CoRR (2022)
Maryam Bagheri, Josephine Lamp, Xugui Zhou, Lu Feng, Homa Alemzadeh
Towards Developing Safety Assurance Cases for Learning-Enabled Medical Cyber-Physical Systems. CoRR (2022)
Hui Xu, Guanpeng Li, Homa Alemzadeh, Rakesh Bobba, Varun Chandrasekaran, David E. Evans, Nicolas Papernot, Karthik Pattabiraman, Florian Tramèr
Fourth International Workshop on Dependable and Secure Machine Learning - DSML 2021. DSN Workshops (2021)
Sion Kim, Weishi Guo, Ronald D. Williams, John A. Stankovic, Homa Alemzadeh
Information Extraction from Patient Care Reports for Intelligent Emergency Medical Services. CHASE (2021)
Hussain M. J. Almohri, Layne T. Watson, Homa Alemzadeh, Mohammad Al-Mutawa
On Parallel Real-Time Security Improvement Using Mixed-Integer Programming. IEEE Access 9 (2021)
John A. Stankovic, Meiyi Ma, Sarah Masud Preum, Homa Alemzadeh
Challenges and Directions for Ambient Intelligence: A Cyber Physical Systems Perspective. CogMI (2021)
John A. Stankovic, Homa Alemzadeh, Brad Campbell, John C. Lach, Lu Feng, Cody Fleming, Jonathan L. Goodall, Toluwalogo Odumosu, Daniel Quinn, Yuan Tian, Kelley Tobler
A Graduate Curriculum in Cyber-Physical Systems. IEEE Des. Test 38 (3) (2021)
Sarah Masud Preum, Sirajum Munir, Meiyi Ma, Mohammad Samin Yasar, David J. Stone, Ronald D. Williams, Homa Alemzadeh, John A. Stankovic
A Review of Cognitive Assistants for Healthcare: Trends, Prospects, and Future Directions. ACM Comput. Surv. 53 (6) (2021)
Kay Hutchinson, Zongyu Li, Leigh A. Cantrell, Noah S. Schenkman, Homa Alemzadeh
Analysis of Executional and Procedural Errors in Dry-lab Robotic Surgery Experiments. CoRR (2021)
Xugui Zhou, Bulbul Ahmed, James H. Aylor, Philip Asare, Homa Alemzadeh
Data-driven Design of Context-aware Monitors for Hazard Prediction in Artificial Pancreas Systems. CoRR (2021)
Xugui Zhou, Bulbul Ahmed, James H. Aylor, Philip Asare, Homa Alemzadeh
Data-driven Design of Context-aware Monitors for Hazard Prediction in Artificial Pancreas Systems. DSN (2021)
Hui Lin, Homa Alemzadeh, Zbigniew Kalbarczyk, Ravishankar K. Iyer
Challenges and Opportunities in the Detection of Safety-Critical Cyberphysical Attacks. Computer 53 (3) (2020)
M. Arif Rahman, Sarah Masud Preum, John A. Stankovic, Leon Jia, Eimara Mirza, Ronald D. Williams, Homa Alemzadeh
IMACS - an interactive cognitive assistant module for cardiac arrest cases in emergency medical service: demo abstract. SenSys (2020)
Kay Hutchinson, Mohammad Samin Yasar, Harshneet Bhatia, Homa Alemzadeh
A Reactive Autonomous Camera System for the RAVEN II Surgical Robot. ISMR (2020)
Homa Alemzadeh, Rakesh Bobba, Varun Chandrasekaran, David E. Evans, Nicolas Papernot, Karthik Pattabiraman, Florian Tramèr
Third International Workshop on Dependable and Secure Machine Learning - DSML 2020. DSN Workshops (2020)
Sarah Masud Preum, Sile Shu, Homa Alemzadeh, John A. Stankovic
EMSContExt: EMS Protocol-Driven Concept Extraction for Cognitive Assistance in Emergency Response. AAAI (2020)
Mohammad Samin Yasar, Homa Alemzadeh
Real-Time Context-Aware Detection of Unsafe Events in Robot-Assisted Surgery. DSN (2020)
Kay Hutchinson, Mohammad Samin Yasar, Harshneet Bhatia, Homa Alemzadeh
A Reactive Autonomous Camera System for the RAVEN II Surgical Robot. CoRR (2020)
M. Arif Rahman, Sarah Masud Preum, Ronald D. Williams, Homa Alemzadeh, John A. Stankovic
GRACE: Generating Summary Reports Automatically for Cognitive Assistance in Emergency Response. AAAI (2020)
Mohammad Samin Yasar, Homa Alemzadeh
Real-Time Context-aware Detection of Unsafe Events in Robot-Assisted Surgery. CoRR (2020)
Sarah Masud Preum, Sile Shu, Mustafa Hotaki, Ronald D. Williams, John A. Stankovic, Homa Alemzadeh
CognitiveEMS: a cognitive assistant system for emergency medical services. SIGBED Rev. 16 (2) (2019)
Mohammad Samin Yasar, David Evans, Homa Alemzadeh
Context-aware Monitoring in Robotic Surgery. CoRR (2019)
Yanchen Xu, Daniel Tran, Yuan Tian, Homa Alemzadeh
Poster Abstract: Analysis of Cyber-Security Vulnerabilities of Interconnected Medical Devices. CHASE (2019)
Mohammad Samin Yasar, David Evans, Homa Alemzadeh
Context-aware Monitoring in Robotic Surgery. ISMR (2019)
Sile Shu, Sarah Masud Preum, Haydon M. Pitchford, Ronald D. Williams, John A. Stankovic, Homa Alemzadeh
A Behavior Tree Cognitive Assistant System for Emergency Medical Services. IROS (2019)
Abu Hasnat Mohammad Rubaiyat, Yongming Qin, Homa Alemzadeh
Experimental Resilience Assessment of an Open-Source Driving Agent. PRDC (2018)
Ailec Wu, Abu Hasnat Mohammad Rubaiyat, Chris Anton, Homa Alemzadeh
Model Fusion: Weighted N-Version Programming for Resilient Autonomous Vehicle Steering Control. ISSRE Workshops (2018)
Abu Hasnat Mohammad Rubaiyat, Yongming Qin, Homa Alemzadeh
Experimental Resilience Assessment of An Open-Source Driving Agent. CoRR (2018)
Sarah Masud Preum, Sile Shu, Jonathan Ting, Vincent Lin, Ronald D. Williams, John A. Stankovic, Homa Alemzadeh
Towards a cognitive assistant system for emergency response. ICCPS (2018)
Homa Alemzadeh, Karthik Pattabiraman, David E. Evans
DSML 2018 Introduction. DSN Workshops (2018)
Homa Alemzadeh, Murthy V. Devarakonda
An NLP-based cognitive system for disease status identification in electronic health records. BHI (2017)
Kush R. Varshney, Homa Alemzadeh
On the Safety of Machine Learning: Cyber-Physical Systems, Decision Sciences, and Data Products. Big Data 5 (3) (2017)
Hussain M. J. Almohri, Long Cheng, Danfeng Yao, Homa Alemzadeh
On Threat Modeling and Mitigation of Medical Cyber-Physical Systems. CHASE (2017)
Kush R. Varshney, Homa Alemzadeh
On the Safety of Machine Learning: Cyber-Physical Systems, Decision Sciences, and Data Products. CoRR (2016)
Xiao Li, Homa Alemzadeh, Daniel Chen, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer, Thenkurussi Kesavadas
A hardware-in-the-loop simulator for safety training in robotic surgery. IROS (2016)
Homa Alemzadeh, Daniel Chen, Xiao Li, Thenkurussi Kesavadas, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer
Targeted Attacks on Teleoperated Surgical Robots: Dynamic Model-Based Detection and Mitigation. DSN (2016)
Hui Lin, Homa Alemzadeh, Daniel Chen, Zbigniew Kalbarczyk, Ravishankar K. Iyer
Safety-critical cyber-physical attacks: analysis, detection, and mitigation. HotSoS (2016)
Qingkun Li, Homa Alemzadeh, Zbigniew Kalbarczyk, Ravishankar K. Iyer
A fault-tolerant hardware architecture for robust wearable heart rate monitoring. PervasiveHealth (2015)
Homa Alemzadeh, Ravishankar K. Iyer, Zbigniew T. Kalbarczyk, Nancy Leveson, Jai Raman
Adverse Events in Robotic Surgery: A Retrospective Study of 14 Years of FDA Data. CoRR (2015)
Homa Alemzadeh, Daniel Chen, Andrew Lewis, Zbigniew T. Kalbarczyk, Jaishankar Raman, Nancy Leveson, Ravishankar K. Iyer
Systems-Theoretic Safety Assessment of Robotic Telesurgical Systems. SAFECOMP (2015)
Homa Alemzadeh, Daniel Chen, Andrew Lewis, Zbigniew Kalbarczyk, Ravishankar K. Iyer
Systems-theoretic Safety Assessment of Robotic Telesurgical Systems. CoRR (2015)
Homa Alemzadeh, Raymond Hoagland, Zbigniew Kalbarczyk, Ravishankar K. Iyer
Automated Classification of Computer-Based Medical Device Recalls: An Application of Natural Language Processing and Statistical Learning. CBMS (2014)
Homa Alemzadeh, Ravishankar K. Iyer, Zbigniew Kalbarczyk, Jai Raman
Analysis of Safety-Critical Computer Failures in Medical Devices. IEEE Secur. Priv. 11 (4) (2013)
Homa Alemzadeh, Catello Di Martino, Zhanpeng Jin, Zbigniew Kalbarczyk, Ravishankar K. Iyer
Towards resiliency in embedded medical monitoring devices. DSN Workshops (2012)
Homa Alemzadeh, Zhanpeng Jin, Zbigniew Kalbarczyk, Ravishankar K. Iyer
An embedded reconfigurable architecture for patient-specific multi-paramater medical monitoring. EMBC (2011)
Homa Alemzadeh, Soheil Aminzadeh, Reihaneh Saberi, Zainalabedin Navabi
Code optimization for enhancing SystemC simulation time. EWDTS (2010)
Homa Alemzadeh, Marco Cimei, Paolo Prinetto, Zainalabedin Navabi
Facilitating testability of TLM FIFO: SystemC implementations. EWDTS (2010)
Homa Alemzadeh, Zainalabedin Navabi, Stefano Di Carlo, Alberto Scionti, Paolo Prinetto
Functional testing approaches for "BIFST-able" tlm_fifo. HLDVT (2008)
Homa Alemzadeh, Stefano Di Carlo, Fatemeh Refan, Paolo Prinetto, Zainalabedin Navabi
"Plug & Test" at System Level via Testable TLM Primitives. ITC (2008)
Fatemeh Refan, Homa Alemzadeh, Saeed Safari, Paolo Prinetto, Zainalabedin Navabi
Reliability in Application Specific Mesh-Based NoC Architectures. IOLTS (2008)