Zahra Shakeri Hossein Abad

According to our database, Zahra Shakeri Hossein Abad authored at least 46 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Foundation metrics for evaluating effectiveness of healthcare conversations powered by generative AI.

Mahyar Abbasian, Elahe Khatibi, Iman Azimi, David Oniani, Zahra Shakeri Hossein Abad, Alexander Thieme, Ram Sriram, Zhongqi Yang, Yanshan Wang, Bryant Lin, Olivier Gevaert, Li-Jia Li, Ramesh C. Jain, Amir M. Rahmani

npj Digit. Medicine, 2024

Clustering Sequence Data with Mixture Markov Chains with Covariates Using Multiple Simplex Constrained Optimization Routine (MSiCOR).

Priyam Das, Deborshee Sen, Debsurya De, Jue Hou, Zahra Shakeri Hossein Abad, Nicole Kim, Zongqi Xia, Tianxi Cai

J. Comput. Graph. Stat., 2024

2023

Evaluating progress in automatic chest X-ray radiology report generation.

Feiyang Yu, Mark Endo, Rayan Krishnan, Ian Pan, Andy Tsai, Eduardo Pontes Reis, Eduardo Kaiser Ururahy Nunes Fonseca, Henrique Min Ho Lee, Zahra Shakeri Hossein Abad, Andrew Y. Ng, Curtis P. Langlotz, Vasantha Kumar Venugopal, Pranav Rajpurkar

Patterns, September, 2023

The ecological determinants of severe dengue: A Bayesian inferential model.

Esther Annan, Moeen Hamid Bukhari, Jesús Treviño, Zahra Shakeri Hossein Abad, Jailos Lubinda, Eduardo A. B. da Silva, Ubydul Haque

Ecol. Informatics, May, 2023

Informative missingness: What can we learn from patterns in missing laboratory data in the electronic health record?

Amelia L. M. Tan, Emily J. Getzen, Meghan R. Hutch, Zachary H. Strasser, Alba Gutiérrez-Sacristán, Trang T. Le, Arianna Dagliati, Michele Morris, David A. Hanauer, Bertrand Moal, Clara-Lea Bonzel, William Yuan, Lorenzo Chiudinelli, Priyam Das, Harrison G. Zhang, Bruce J. Aronow, Paul Avillach, Gabriel A. Brat, Tianxi Cai, Chuan Hong, William G. La Cava, He Hooi Will Loh, Yuan Luo, Shawn N. Murphy, Kee Yuan Hgiam, Gilbert S. Omenn, Lav P. Patel, Malarkodi J. Samayamuthu, Emily R. Shriver, Zahra Shakeri Hossein Abad, Byorn W. L. Tan, Shyam Visweswaran, Xuan Wang, Griffin M. Weber, Zongqi Xia, Bertrand Verdy, Qi Long, Danielle L. Mowery, John H. Holmes

J. Biomed. Informatics, March, 2023

Predicting patient decompensation from continuous physiologic monitoring in the emergency department.

Sameer Sundrani, Julie Chen, Boyang Tom Jin, Zahra Shakeri Hossein Abad, Pranav Rajpurkar, David A. Kim

npj Digit. Medicine, 2023

Foundation Metrics: Quantifying Effectiveness of Healthcare Conversations powered by Generative AI.

Mahyar Abbasian, Elahe Khatibi, Iman Azimi, David Oniani, Zahra Shakeri Hossein Abad, Alexander Thieme, Zhongqi Yang, Yanshan Wang, Bryant Lin, Olivier Gevaert, Li-Jia Li, Ramesh C. Jain, Amir M. Rahmani

CoRR, 2023

Unlocking the Power of EHRs: Harnessing Unstructured Data for Machine Learning-based Outcome Predictions.

Mohammad Noaeen, Somayeh Amini, Shveta Bhasker, Zohreh Ghezelsefli, Aisha Ahmed, Omid Jafarinezhad, Zahra Shakeri Hossein Abad

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022

International electronic health record-derived post-acute sequelae profiles of COVID-19 patients.

Harrison G. Zhang, Arianna Dagliati, Zahra Shakeri Hossein Abad, Xin Xiong, Clara-Lea Bonzel, Zongqi Xia, Bryce W. Q. Tan, Paul Avillach, Gabriel A. Brat, Chuan Hong, Michele Morris, Shyam Visweswaran, Lav P. Patel, Alba Gutiérrez-Sacristán, David A. Hanauer, John H. Holmes, Malarkodi Jebathilagam Samayamuthu, Florence T. Bourgeois, Sehi L'Yi, Sarah E. Maidlow, Bertrand Moal, Shawn N. Murphy, Zachary H. Strasser, Antoine Neuraz, Kee Yuan Ngiam, Ne-Hooi Will Loh, Gilbert S. Omenn, Andrea Prunotto, Lauren A. Dalvin, Jeffrey G. Klann, Petra Schubert, Fernando J. Sanz Vidorreta, Vincent Benoit, Guillaume Verdy, Ramakanth Kavuluru, Hossein Estiri, Yuan Luo, Alberto Malovini, Valentina Tibollo, Riccardo Bellazzi, Kelly Cho, Yuk-Lam Ho, Amelia L. M. Tan, Byorn W. L. Tan, Nils Gehlenborg, Sara Lozano-Zahonero, Vianney Jouhet, Luca Chiovato, Bruce J. Aronow, Emma M. S. Toh, Wei Gen Scott Wong, Sara Pizzimenti, Kavishwar B. Wagholikar, Mauro Bucalo, Tianxi Cai, Andrew M. South, Isaac S. Kohane, Griffin M. Weber

npj Digit. Medicine, 2022

International comparisons of laboratory values from the 4CE collaborative to predict COVID-19 mortality.

Griffin M. Weber, Chuan Hong, Zongqi Xia, Nicolas Paris, Miguel Pedrera-Jiménez, Ashley C. Pfaff, Emily R. Pfaff, Danielle Pillion, Sara Pizzimenti, Hans-Ulrich Prokosch, Robson A. Prudente, Andrea Prunotto, Víctor Quirós-González, Maryna Raskin, Siegbert Rieg, Gustavo Roig-Domínguez, Pablo Rojo, Paula Rubio-Mayo, Paolo Sacchi, Carlos Sáez, Elisa Salamanca, Malarkodi Jebathilagam Samayamuthu, L. Nelson Sanchez-Pinto, Arnaud Sandrin, Nandhini Santhanam, Janaina C. C. Santos, Fernando J. Sanz Vidorreta, Maria Savino, Jürgen Schüttler, Luigia Scudeller, Neil J. Sebire, Pablo Serrano-Balazote, Patricia Serre, Arnaud Serret-Larmande, Mohsin Shah, Zahra Shakeri Hossein Abad, Domenick Silvio, Piotr Sliz, Jiyeon Son, Charles Sonday, Andrew M. South, Francesca Sperotto, Zachary H. Strasser, Bryce W. Q. Tan, Suzana E. Tanni, Deanne M. Taylor, Ana I. Terriza-Torres, Patric Tippmann, Emma M. S. Toh, Yi-Ju Tseng, Andrew K. Vallejos, Gaël Varoquaux, Margaret E. Vella, Guillaume Verdy, Jill-Jênn Vie, Michele Vitacca, Kavishwar B. Wagholikar, Lemuel R. Waitman, Demian Wassermann, Martin Wolkewitz, Scott Wong, Xin Xiong, Ye Ye, Nadir Yehya, William Yuan, Alberto Zambelli, Harrison G. Zhang, Daniela Zöller, Valentina Zuccaro, Chiara Zucco

npj Digit. Medicine, 2022

Reinforcement learning in urban network traffic signal control: A systematic literature review.

Mohammad Noaeen, Atharva Naik, Liana Goodman, Jared Crebo, Taimoor Abrar, Zahra Shakeri Hossein Abad, Ana L. C. Bazzan, Behrouz H. Far

Expert Syst. Appl., 2022

Detecting Use Case Scenarios in Requirements Artifacts: A Deep Learning Approach.

Munima Jahan, Zahra Shakeri Hossein Abad, Behrouz H. Far

Proceedings of the Advances and Trends in Artificial Intelligence. Theory and Practices in Artificial Intelligence, 2022

2021

Predicting Discharge Destination of Critically Ill Patients Using Machine Learning.

Zahra Shakeri Hossein Abad, David M. Maslove, Joon Lee

IEEE J. Biomed. Health Informatics, 2021

Digital public health surveillance: a systematic scoping review.

Zahra Shakeri Hossein Abad, Adrienne S. Kline, Madeena Sultana, Mohammad Noaeen, Elvira Nurmambetova, Filipe R. Lucini, Majed M. Al-Jefri, Joon Lee

npj Digit. Medicine, 2021

Generating Sequence Diagram from Natural Language Requirements.

Munima Jahan, Zahra Shakeri Hossein Abad, Behrouz H. Far

Proceedings of the 29th IEEE International Requirements Engineering Conference Workshops, 2021

Detection of Asynchronous Concatenation Emergent Behaviour in Multi-Agent Systems.

Anja Slama, Zahra Shakeri Hossein Abad, Behrouz H. Far

Proceedings of the Agents and Multi-Agent Systems: Technologies and Applications 2021, 2021

Important Features Identification for Prostate Cancer Patients Stratification Using Isolation Forest and Interactive Clustering Method.

Emad A. Mohammed, Esmaeil Shakeri, Zahra Shakeri Hossein Abad, Trafford Crump, Behrouz H. Far

Proceedings of the 22nd IEEE International Conference on Information Reuse and Integration for Data Science, 2021

Exploring Features Contributing to the Early Prediction of Sepsis Using Machine Learning.

Esmaeil Shakeri, Emad A. Mohammed, Zahra Shakeri Hossein Abad, Behrouz Homayoun Far

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Detecting Uncertainty of Mortality Prediction Using Confident Learning.

Zahra Shakeri Hossein Abad, Joon Lee

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020

Detecting Emergent Behavior in Scenario-Based Specifications using a Probabilistic Model.

Munima Jahan, Zahra Shakeri Hossein Abad, Behrouz H. Far

Proceedings of the 10th IEEE International Model-Driven Requirements Engineering, 2020

Novel Feature Selection for Artificial Intelligence Using Item Response Theory for Mortality Prediction.

Adrienne S. Kline, Theresa J. B. Kline, Zahra Shakeri Hossein Abad, Joon Lee

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Evaluation of Machine Learning-based Patient Outcome Prediction Using Patient-specific Difficulty and Discrimination Indices.

Zahra Shakeri Hossein Abad, Adrienne S. Kline, Joon Lee

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019

Detecting emergent behaviors and implied scenarios in scenario-based specifications: a machine learning approach.

Munima Jahan, Zahra Shakeri Hossein Abad, Behrouz H. Far

Proceedings of the 11th International Workshop on Modelling in Software Engineerings, 2019

Supporting analysts by dynamic extraction and classification of requirements-related knowledge.

Zahra Shakeri Hossein Abad, Vincenzo Gervasi, Didar Zowghi, Behrouz H. Far

Proceedings of the 41st International Conference on Software Engineering, 2019

How much authenticity can be achieved in software engineering project based courses?

Zahra Shakeri Hossein Abad, Muneera Bano, Didar Zowghi

Proceedings of the 41st International Conference on Software Engineering: Software Engineering Education and Training, 2019

2018

Managing Multitasking in Software Development Tasks Using Visual Analytics and Machine Learning.

Zahra Shakeri Hossein Abad

PhD thesis, 2018

Dynamic Visual Analytics for Elicitation Meetings with ELICA.

Zahra Shakeri Hossein Abad, Munib Rahman, Abdullah Cheema, Vincenzo Gervasi, Didar Zowghi, Ken Barker

Proceedings of the 26th IEEE International Requirements Engineering Conference, 2018

Loud and Interactive Paper Prototyping in Requirements Elicitation: What is it Good for?

Zahra Shakeri Hossein Abad, Sania Moazzam, Christina Lo, Tianhan Lan, Elis Frroku, Heejun Kim

Proceedings of the 7th IEEE International Workshop on Empirical Requirements Engineering, 2018

ELICA: An Automated Tool for Dynamic Extraction of Requirements Relevant Information.

Zahra Shakeri Hossein Abad, Vincenzo Gervasi, Didar Zowghi, Ken Barker

Proceedings of the 5th International Workshop on Artificial Intelligence for Requirements Engineering, 2018

Two Sides of the Same Coin: Software Developers' Perceptions of Task Switching and Task Interruption.

Zahra Shakeri Hossein Abad, Mohammad Noaeen, Didar Zowghi, Behrouz H. Far, Ken Barker

Proceedings of the 22nd International Conference on Evaluation and Assessment in Software Engineering, 2018

Task Interruption in Software Development Projects: What Makes some Interruptions More Disruptive than Others?

Zahra Shakeri Hossein Abad, Oliver Karras, Kurt Schneider, Ken Barker, Mike Bauer

Proceedings of the 22nd International Conference on Evaluation and Assessment in Software Engineering, 2018

2017

Let's Hear it from RETTA: A Requirements Elicitation Tool for TrAffic Management Systems.

Mohammad Noaeen, Zahra Shakeri Hossein Abad, Behrouz Homayoun Far

Proceedings of the 25th IEEE International Requirements Engineering Conference, 2017

Choosing Requirements for Experimentation with User Interfaces of Requirements Modeling Tools.

Parisa Ghazi, Zahra Shakeri Hossein Abad, Martin Glinz

Proceedings of the 25th IEEE International Requirements Engineering Conference, 2017

A Visual Narrative Path from Switching to Resuming a Requirements Engineering Task.

Zahra Shakeri Hossein Abad, Alex Shymka, Jenny Le, Noor Hammad, Guenther Ruhe

Proceedings of the 25th IEEE International Requirements Engineering Conference, 2017

Learn More, Pay Less! Lessons Learned from Applying the Wizard-of-Oz Technique for Exploring Mobile App Requirements.

Zahra Shakeri Hossein Abad, Shane D. V. Sims, Abdullah Cheema, Montasir B. Nasir, Payal Harisinghani

Proceedings of the IEEE 25th International Requirements Engineering Conference Workshops, 2017

Task Interruptions in Requirements Engineering: Reality Versus Perceptions!

Zahra Shakeri Hossein Abad, Guenther Ruhe, Mike Bauer

Proceedings of the 25th IEEE International Requirements Engineering Conference, 2017

What Works Better? A Study of Classifying Requirements.

Zahra Shakeri Hossein Abad, Oliver Karras, Parisa Ghazi, Martin Glinz, Guenther Ruhe, Kurt Schneider

Proceedings of the 25th IEEE International Requirements Engineering Conference, 2017

Understanding Task Interruptions in Service Oriented Software Development Projects: An Exploratory Study.

Zahra Shakeri Hossein Abad, Guenther Ruhe, Mike Bauer

Proceedings of the 4th IEEE/ACM International Workshop on Software Engineering Research and Industrial Practice, 2017

2016

What are Practitioners Asking about Requirements Engineering? An Exploratory Analysis of Social Q&A Sites.

Zahra Shakeri Hossein Abad, Alex Shymka, Susant Pant, Ashley Currie, Guenther Ruhe

Proceedings of the 24th IEEE International Requirements Engineering Conference, 2016

Requirements Engineering Visualization: A Systematic Literature Review.

Zahra Shakeri Hossein Abad, Mohammad Noaeen, Guenther Ruhe

Proceedings of the 24th IEEE International Requirements Engineering Conference, 2016

Understanding the impact of technical debt in coding and testing: an exploratory case study.

Zahra Shakeri Hossein Abad, Reza Karimpour, Jason Ho, S. M. Didar Al Alam, Günther Ruhe, Edward Tse, Kevin Barabash, Ian Hargreaves

Proceedings of the 3rd International Workshop on Software Engineering Research and Industrial Practice, 2016

2015

Using real options to manage Technical Debt in Requirements Engineering.

Zahra Shakeri Hossein Abad, Guenther Ruhe

Proceedings of the 23rd IEEE International Requirements Engineering Conference, 2015

2014

Multi Surface Interactions with Geospatial Data: A Systematic Review.

Zahra Shakeri Hossein Abad, Craig Anslow, Frank Maurer

Proceedings of the Ninth ACM International Conference on Interactive Tabletops and Surfaces, 2014

2013

Agile Testing: A Systematic Mapping across Three Conferences: Understanding Agile Testing in the XP/Agile Universe, Agile, and XP Conferences.

Theodore D. Hellmann, Apoorve Chokshi, Zahra Shakeri Hossein Abad, Sydney Pratte, Frank Maurer

Proceedings of the 2013 Agile Conference, 2013

2012

Enhancing Tool Support for Situational Engineering of Agile Methodologies in Eclipse.

Zahra Shakeri Hossein Abad, Anahita Alipour, Raman Ramsin

Proceedings of the Software Engineering Research, 2012

2010

Towards Tool Support for Situational Engineering of Agile Methodologies.

Zahra Shakeri Hossein Abad, Mahsa Hasani Sadi, Raman Ramsin

Proceedings of the 17th Asia Pacific Software Engineering Conference, 2010