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Towards Developing Safety Assurance Cases for Learning-Enabled Medical Cyber-Physical Systems
Maryam Bagheri, Josephine Lamp, Xugui Zhou, Lu Feng, Homa Alemzadeh
SafeAI
Conference
2023
#ML, #healthcare
GlucoSynth: Generating Differentially-Private Synthetic Glucose Traces
Josephine Lamp, Mark Derdzinski, Christopher Hannemann, Joost van der Linden, Lu Feng, Tianhao Wang, David Evans
Arxiv
Publication
2023
#privacy, #T1D, #ML, #healthcare
CARNA: Characterizing Advanced heart failure Risk and hemodyNAmic phenotypes using learned multi-valued decision diagrams
Josephine Lamp, Yuxin Wu, Steven Lamp, Prince Afriyie, Kenneth Bilchick, Lu Feng, Sula Mazimba
Arxiv
Publication
2023
#cardiology, #decision support, #ML, #healthcare
Association of Left Ventricular Ejection Fraction and Endocardial Viability Ratio with Clinical Outcomes in Heart Failure with Reduced Ejection Fraction
Josephine Lamp, Joseph Dan Khoa Nguyen, Joseph Attia, Noora Batrash, Natalie Skeiky, Akua Boadu, Nina Gu, Garrison Paul Wright, Lu Feng, Amit R. Patel, Nishaki Mehta, Khadijah Breathett, Younghoon Kwon, Cherisse Baldeo, Kenneth Bilchick, Sula Mazimba
Journal of the American Society of Echocardiography (JASE)
Abstract / Poster
2023
#healthcare, #cardiology
Change in Systemic Arterial Pulsatility index (SAPi) during heart failure hospitalization is associated with improved outcomes
Emily Lin, Akua Boadu, Natalie Skeiky, Nishaki Mehta, Younghoon Kwon, Khadijah Breathett, Onyedika Ilonze, Josephine Lamp, Kenneth C. Bilchick, Sula Mazimba
American Heart Journal Plus: Cardiology Research and Practice
Journal
2023
#cardiology, #healthcare
Enhancement of Left Ventricular Ejection Fraction with Endocardial Viability Ratio Trajectories Using Machine Learning Improves Prediction of Clinical Outcomes in Heart Failure
Josephine Lamp, Joseph Dan Khoa Nguyen, Joseph Attia, Noora Batrash, Natalie Skeiky, Akua Boadu, Nina Gu, Garrison Paul Wright, Lu Feng, Amit R. Patel, Nishaki Mehta, Khadijah Breathett, Younghoon Kwon, Cherisse Baldeo, Kenneth Bilchick, Sula Mazimba
Journal of the American Society of Echocardiography (JASE)
Abstract / Poster
2023
#cardiology, #decision support, #healthcare, #ML
GlucoSynth: Generating Synthetic Glucose Traces Using Differentially-Private Generative Adversarial Networks
Josephine Lamp, Mark Derdzinski, Lu Feng, Dave Evans, Nathaneal Paul
15th International Conference on Advanced Technologies & Treatments for Diabetes (ATTD '22)
Abstract / Poster
2022
#T1D, #healthcare, #privacy
Association of Estimated Pulse Wave Velocity to Mortality in Heart Failure With Reduced Ejection Fraction. Insights From the HF-Action Trial
Sula Mazimba, Rebecca Woodhouse, Tolu P Oyinloye, Josephine Lamp, Nicholas Ashur, David Shisler, Lauren Taylor, Mohammad Abuannadi, Steven Phillips, Sami Ibrahim, John A Hossack, Nishaki M Mehta, Khadijah Breathett, Akua Boadu, James Bergin, Younghoon Kwon, Kenneth C Bilchick
Circulation
Abstract / Poster
2022
#cardiology, #healthcare
Systemic arterial pulsatility index (SAPi) predicts adverse outcomes in advanced heart failure patients
Sula Mazimba, Hunter Mwansa , Khadijah Breathett, Jarred E Strickling, Kajal Shah, Coleen McNamara, Nishaki Mehta, Younghoon Kwon, Josephine Lamp, Lu Feng, Jose Tallaj, Salpy Pamboukian, Mwenya Mubanga, Jashanjeet Matharoo, Scott Lim, Michael Salerno, Victor Mwansa, Kenneth C Bilchick
Heart and Vessels
Journal
2022
#healthcare, #cardiology
Kidney Transplantation Management and Decision Support System
Alp Demirag, Yuxin Wu, Josephine Lamp, S. Holland, Autumn Routt, Lu Feng
American Journal of Transplantation, vol. 21, pp. 827-827
Abstract / Poster
2021
#decision support, #healthcare
ExSol: Collaboratively Assessing Cybersecurity Risks for Protecting Energy Delivery Systems
Josephine Lamp, Carlos E. Rubio-Medrano, Ziming Zhao and Gail-Joon Ahn
ACM Digital Threats: Research and Practice, 2(3), 1-23.
Journal
2021
#security, #EDS
ExSol: Collaboratively Assessing Cybersecurity Risks for Protecting Energy Delivery Systems
Josephine Lamp, Carlos E. Rubio-Medrano, Ziming Zhao and Gail-Joon Ahn
2019 Workshop on Modeling and Simulation of Cyber-Physical Energy Systems (MSCPES)
Workshop
2019
#security, #EDS
A Logic-Based Learning Approach to Explore Diabetes Patient Behaviors
Josephine Lamp, Simone Silvetti, Marc Breton, Laura Nenzi, and Lu Feng
Bortolussi L., Sanguinetti G. (eds) Computational Methods in Systems Biology. CMSB 2019. Lecture Notes in Computer Science, vol 11773. Springer, Cham
Conference
2019
#healthcare, #T1D, #ML, #decision support
Trust Bubble: A Privacy-Preserving Framework for Data and Personnel Sharing in Diverse Health Networks. (Poster)
Josephine Lamp, Robert Greenes, Edward Shortliffe
AMIA Annual Symposium 2018
Abstract / Poster
2018
#healthcare, #security
Ardent Health Aegis: Security Analysis and Monitoring for Medical Cyber-Physical Systems
Josephine Lamp
Barrett Honors Thesis
Thesis
2018
#healthcare, #security
The Danger of Missing Instructions: A Systematic Analysis of Security Requirements for MCPS
Josephine Lamp, Carlos E. Rubio-Medrano, Ziming Zhao and Gail-Joon Ahn
3rd International IEEE/ACM Conference on Connected Health: Applications, Systems and Engineering Technologies: CHASE-MedSPT
Conference
2018
#healthcare, #security
OntoEDS: Protecting Energy Delivery Systems by Collaboratively Analyzing Security Requirements
Josephine Lamp, Carlos E. Rubio-Medrano, Ziming Zhao and Gail-Joon Ahn
3rd IEEE International Conference on Collaboration and Internet Computing
Conference
2017
#security, #EDS
Towards Adaptive and Proactive Security Assessment for Energy Delivery Systems
Josephine Lamp, Carlos E. Rubio-Medrano, Ziming Zhao and Gail-Joon Ahn
2017 Workshop on Modeling and Simulation of Cyber-Physical Energy Systems (MSCPES)
Workshop
2017
#security, #EDS
Mutated Policies: Towards Proactive Attribute-based Defenses for Access Control
Carlos E. Rubio-Medrano, Josephine Lamp, Adam Doupé, Ziming Zhao and Gail-Joon Ahn
2017 Workshop on Moving Target Defense, in conjunction with CCS 2017
Workshop
2017
#healthcare, #security
Adaptive and Proactive Security Assessment for Energy Delivery Systems
Josephine Lamp, Vu Coughlin, Carlos E. Rubio-Medrano, Ziming Zhao, and Gail-Joon Ahn
CREDC Industry Symposium
Abstract / Poster
2017
#security, #EDS
Towards a Moving Target Defense Approach for Attribute-based Access Control
Carlos E. Rubio-Medrano, Josephine Lamp, Marthony Taguinod, Adam Doupé, Ziming Zhao and Gail-Joon Ahn
1st ACM Workshop on Attribute-based Access Control (ABAC)
Workshop
2016