H. Alemzadeh

Most-cited papers

Adverse Events in Robotic Surgery: A Retrospective Study of 14 Years of FDA Data
H. Alemzadeh, J. Raman, N. Leveson, Z. Kalbarczyk +1 more
2015PLoS ONE392 citations Open access
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On the Safety of Machine Learning: Cyber-Physical Systems, Decision Sciences, and Data Products
Kush R. Varshney, H. Alemzadeh
2016Big Data256 citations Open access
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Analysis of Safety-Critical Computer Failures in Medical Devices
H. Alemzadeh, R. Iyer, Z. Kalbarczyk, J. Raman
2013IEEE Security and Privacy127 citations Open access
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Targeted Attacks on Teleoperated Surgical Robots: Dynamic Model-Based Detection and Mitigation
H. Alemzadeh, Daniel Chen, Xiao Li, T. Kesavadas +2 more
2016Dependable Systems and Networks85 citations
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A Review of Cognitive Assistants for Healthcare
S. Preum, Sirajum Munir, Mei-Yi Ma, M. S. Yasar +4 more
2021ACM Computing Surveys73 citations
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On Threat Modeling and Mitigation of Medical Cyber-Physical Systems
Hussain M. J. Almohri, Long Cheng, D. Yao, H. Alemzadeh
2017IEEE/ACM International Conference on Connected Health: Applications, Systems and Engineering Technologies59 citations
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Experimental Resilience Assessment of an Open-Source Driving Agent
A. Rubaiyat, Yong-Ming Qin, H. Alemzadeh
2018Pacific Rim International Symposium on Dependable Computing47 citations Open access
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Systems-Theoretic Safety Assessment of Robotic Telesurgical Systems
H. Alemzadeh, Daniel Chen, Andrew Lewis, Z. Kalbarczyk +3 more
2015International Conference on Computer Safety, Reliability, and Security45 citations Open access
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Reliability in Application Specific Mesh-Based NoC Architectures
F. Refan, H. Alemzadeh, S. Safari, P. Prinetto +1 more
20082008 14th IEEE International On-Line Testing Symposium44 citations
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Real-Time Context-Aware Detection of Unsafe Events in Robot-Assisted Surgery
M. S. Yasar, H. Alemzadeh
2020Dependable Systems and Networks39 citations Open access
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Real-Time Multimodal Cognitive Assistant for Emergency Medical Services
Keshara Weerasinghe, Saahith Janapati, Xueren Ge, Sion Kim +3 more
2024International Conference on Internet-of-Things Design and Implementation24 citations Open access
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Strategic Safety-Critical Attacks Against an Advanced Driver Assistance System
Xugui Zhou, A. Schmedding, Haotian Ren, Lishan Yang +3 more
2022Dependable Systems and Networks24 citations Open access
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Safety-critical cyber-physical attacks: analysis, detection, and mitigation
Hui Lin, H. Alemzadeh, Daniel Chen, Z. Kalbarczyk +1 more
2016Symposium and Bootcamp on the Science of Security24 citations
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An embedded reconfigurable architecture for patient-specific multi-paramater medical monitoring
H. Alemzadeh, Zhanpeng Jin, Z. Kalbarczyk, R. Iyer
2011Annual International Conference of the IEEE Engineering in Medicine and Biology Society22 citations
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Hybrid Knowledge and Data Driven Synthesis of Runtime Monitors for Cyber-Physical Systems
Xugui Zhou, Bulbul Ahmed, J. Aylor, Philip Asare +1 more
2024IEEE Transactions on Dependable and Secure Computing21 citations
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Multimodal Transformers for Real-Time Surgical Activity Prediction
Keshara Weerasinghe, Seyed Hamid Reza Roodabeh, Kay Hutchinson, H. Alemzadeh
2024IEEE International Conference on Robotics and Automation21 citations Open access
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Analysis of executional and procedural errors in dry‐lab robotic surgery experiments
Kay Hutchinson, Zong-Yu Li, L. Cantrell, N. Schenkman +1 more
2021The international journal of medical robotics + computer assisted surgery : MRCAS21 citations Open access
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Towards a Cognitive Assistant System for Emergency Response
S. Preum, Sile Shu, Jonathan Ting, Vincent Lin +3 more
2018International Conference on Cyber-Physical Systems20 citations
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An efficient embedded hardware for high accuracy detection of epileptic seizures
Mushfiq Saleheen, H. Alemzadeh, Ajay M. Cheriyan, Z. Kalbarczyk +1 more
2010International Conference on BioMedical Engineering and Informatics20 citations
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Data-driven Design of Context-aware Monitors for Hazard Prediction in Artificial Pancreas Systems
Xugui Zhou, Bulbul Ahmed, J. Aylor, Philip Asare +1 more
2021Dependable Systems and Networks19 citations
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A Behavior Tree Cognitive Assistant System for Emergency Medical Services
Sile Shu, S. Preum, Haydon M. Pitchford, Ronald D. Williams +2 more
2019IEEE/RJS International Conference on Intelligent RObots and Systems19 citations
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An NLP-based cognitive system for disease status identification in electronic health records
H. Alemzadeh, M. Devarakonda
20172017 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI)19 citations
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DKEC: Domain Knowledge Enhanced Multi-Label Classification for Diagnosis Prediction
Xueren Ge, Abhishek Satpathy, Ronald D. Williams, John A. Stankovic +1 more
2023Conference on Empirical Methods in Natural Language Processing18 citations Open access
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Robustness Testing of Data and Knowledge Driven Anomaly Detection in Cyber-Physical Systems
Xugui Zhou, Maxfield Kouzel, H. Alemzadeh
20222022 52nd Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W)18 citations Open access
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Runtime Detection of Executional Errors in Robot-Assisted Surgery
Zong-Yu Li, Kay Hutchinson, H. Alemzadeh
2022IEEE International Conference on Robotics and Automation18 citations Open access
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Context-aware Monitoring in Robotic Surgery
M. S. Yasar, David Evans, H. Alemzadeh
2019International Symposium on Medical Robotics16 citations
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CognitiveEMS: a cognitive assistant system for emergency medical services
S. Preum, Sile Shu, Mustafa Hotaki, Ronald D. Williams +2 more
2019SIGBED15 citations
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GRACE: Generating Summary Reports Automatically for Cognitive Assistance in Emergency Response
M. A. Rahman, S. Preum, Ronald D. Williams, H. Alemzadeh +1 more
2020AAAI Conference on Artificial Intelligence14 citations Open access
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EMSContExt: EMS Protocol-Driven Concept Extraction for Cognitive Assistance in Emergency Response
S. Preum, Sile Shu, H. Alemzadeh, J. Stankovic
2020AAAI Conference on Artificial Intelligence14 citations Open access
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Challenges and Opportunities in the Detection of Safety-Critical Cyberphysical Attacks
Hui Lin, H. Alemzadeh, Z. Kalbarczyk, R. Iyer
2020Computer14 citations Open access
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COMPASS: a formal framework and aggregate dataset for generalized surgical procedure modeling
Kay Hutchinson, Ian Reyes, Zong-Yu Li, H. Alemzadeh
2022International Journal of Computer Assisted Radiology and Surgery13 citations Open access
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Poster Abstract: Analysis of Cyber-Security Vulnerabilities of Interconnected Medical Devices
Yanchen Xu, Daniel Tran, Yuan Tian, H. Alemzadeh
2019IEEE/ACM International Conference on Connected Health: Applications, Systems and Engineering Technologies13 citations
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Evaluating the Task Generalization of Temporal Convolutional Networks for Surgical Gesture and Motion Recognition Using Kinematic Data
Kay Hutchinson, Ian Reyes, Zong-Yu Li, H. Alemzadeh
2023IEEE Robotics and Automation Letters12 citations Open access
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"Plug & Test" at System Level via Testable TLM Primitives
H. Alemzadeh, Stefano Di Carlo, F. Refan, P. Prinetto +1 more
20082008 IEEE International Test Conference12 citations Open access
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Camera-Independent Single Image Depth Estimation from Defocus Blur
L. Wijayasingha, H. Alemzadeh, John A. Stankovic
2023IEEE Workshop/Winter Conference on Applications of Computer Vision11 citations Open access
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Design and Validation of an Open-Source Closed-Loop Testbed for Artificial Pancreas Systems
Xugui Zhou, Maxfield Kouzel, Haotian Ren, H. Alemzadeh
2022IEEE/ACM International Conference on Connected Health: Applications, Systems and Engineering Technologies11 citations Open access
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Information Extraction from Patient Care Reports for Intelligent Emergency Medical Services
Sion Kim, Weishi Guo, Ronald D. Williams, J. Stankovic +1 more
2021IEEE/ACM International Conference on Connected Health: Applications, Systems and Engineering Technologies11 citations
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Challenges and Directions for Ambient Intelligence: A Cyber Physical Systems Perspective
J. Stankovic, Mei-Yi Ma, S. Preum, H. Alemzadeh
2021International Conference on Cognitive Machine Intelligence9 citations
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Model Fusion: Weighted N-Version Programming for Resilient Autonomous Vehicle Steering Control
Ailec Wu, A. Rubaiyat, Chris Anton, H. Alemzadeh
20182018 IEEE International Symposium on Software Reliability Engineering Workshops (ISSREW)9 citations
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Towards resiliency in embedded medical monitoring devices
H. Alemzadeh, C. Di Martino, Zhanpeng Jin, Z. Kalbarczyk +1 more
2012Dependable Systems and Networks9 citations
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SAM: Foreseeing Inference-Time False Data Injection Attacks on ML-enabled Medical Devices
Mohammadreza Hallajiyan, Athish Pranav Dharmalingam, Gargi Mitra, H. Alemzadeh +2 more
2023HealthSec@CCS8 citations
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Towards Developing Safety Assurance Cases for Learning-Enabled Medical Cyber-Physical Systems
Maryam Bagheri, Josephine Lamp, Xugui Zhou, Lu Feng +1 more
2022SafeAI@AAAI8 citations Open access
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Safety Implications of Robotic Surgery: A Study of 13 Years of FDA Data on da Vinci Surgical Systems
H. Alemzadeh, J. Raman, N. Leveson, R. Iyer
20138 citations
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Expert-Guided Prompting and Retrieval-Augmented Generation for Emergency Medical Service Question Answering
Xueren Ge, Sahil Murtaza, Anthony Cortez, H. Alemzadeh
2025AAAI Conference on Artificial Intelligence7 citations
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Towards Surgical Context Inference and Translation to Gestures
Kay Hutchinson, Zong-Yu Li, Ian Reyes, H. Alemzadeh
2023IEEE International Conference on Robotics and Automation7 citations Open access
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Runtime Stealthy Perception Attacks against DNN-based Adaptive Cruise Control Systems
Xugui Zhou, Anqi Chen, Maxfield Kouzel, Haotian Ren +3 more
2023ACM Asia Conference on Computer and Communications Security7 citations Open access
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Strategic Resilience Evaluation of Neural Networks Within Autonomous Vehicle Software
A. Schmedding, Philip Schowitz, Xugui Zhou, Yiyang Lu +3 more
2024International Conference on Computer Safety, Reliability, and Security6 citations
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Robotic Scene Segmentation with Memory Network for Runtime Surgical Context Inference
Zong-Yu Li, Ian Reyes, H. Alemzadeh
2023IEEE/RJS International Conference on Intelligent RObots and Systems6 citations Open access
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EMS-BERT: A Pre-Trained Language Representation Model for the Emergency Medical Services (EMS) Domain
M. A. Rahman, S. Preum, Ronald D. Williams, H. Alemzadeh +1 more
2023IEEE/ACM International Conference on Connected Health: Applications, Systems and Engineering Technologies6 citations Open access
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A hardware-in-the-loop simulator for safety training in robotic surgery
Xiao Li, H. Alemzadeh, Daniel Chen, Z. Kalbarczyk +2 more
2016IEEE/RJS International Conference on Intelligent RObots and Systems6 citations
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