Zahra Shakeri Hossein Abad

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 51

Top Topics

Outcome Prediction

Machine Learning

Requirements Elicitation

Requirements Engineering

Top Venues

npj Digit. Medicine

Publications

Priyam Das, Deborshee Sen, Debsurya De, Jue Hou, Zahra Shakeri Hossein Abad, Nicole Kim, Zongqi Xia, Tianxi Cai
Clustering Sequence Data with Mixture Markov Chains with Covariates Using Multiple Simplex Constrained Optimization Routine (MSiCOR). J. Comput. Graph. Stat. 33 (2) (2024)
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
Foundation metrics for evaluating effectiveness of healthcare conversations powered by generative AI. npj Digit. Medicine 7 (1) (2024)
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
Evaluating progress in automatic chest X-ray radiology report generation. Patterns 4 (9) (2023)
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, Priam 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
Informative missingness: What can we learn from patterns in missing laboratory data in the electronic health record? J. Biomed. Informatics 139 (2023)
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
Foundation Metrics: Quantifying Effectiveness of Healthcare Conversations powered by Generative AI. CoRR (2023)
Sameer Sundrani, Julie Chen, Boyang Tom Jin, Zahra Shakeri Hossein Abad, Pranav Rajpurkar, David A. Kim
Predicting patient decompensation from continuous physiologic monitoring in the emergency department. npj Digit. Medicine 6 (2023)
Mohammad Noaeen, Somayeh Amini, Shveta Bhasker, Zohreh Ghezelsefli, Aisha Ahmed, Omid Jafarinezhad, Zahra Shakeri Hossein Abad
Unlocking the Power of EHRs: Harnessing Unstructured Data for Machine Learning-based Outcome Predictions. EMBC (2023)
Esther Annan, Moeen Hamid Bukhari, Jesús Treviño, Zahra Shakeri Hossein Abad, Jailos Lubinda, Eduardo A. B. da Silva, Ubydul Haque
The ecological determinants of severe dengue: A Bayesian inferential model. Ecol. Informatics 74 (2023)
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
International electronic health record-derived post-acute sequelae profiles of COVID-19 patients. npj Digit. Medicine 5 (2022)
Mohammad Noaeen, Atharva Naik, Liana Goodman, Jared Crebo, Taimoor Abrar, Zahra Shakeri Hossein Abad, Ana L. C. Bazzan, Behrouz H. Far
Reinforcement learning in urban network traffic signal control: A systematic literature review. Expert Syst. Appl. 199 (2022)
Munima Jahan, Zahra Shakeri Hossein Abad, Behrouz H. Far
Detecting Use Case Scenarios in Requirements Artifacts: A Deep Learning Approach. IEA/AIE (2022)
Griffin M. Weber, Chuan Hong, Zongqi Xia, Nathan P. Palmer, Paul Avillach, Sehi L'Yi, Mark S. Keller, Shawn N. Murphy, Alba Gutiérrez-Sacristán, Clara-Lea Bonzel, Arnaud Serret-Larmande, Antoine Neuraz, Gilbert S. Omenn, Shyam Visweswaran, Jeffrey G. Klann, Andrew M. South, Ne-Hooi Will Loh, Mario Cannataro, Brett K. Beaulieu-Jones, Riccardo Bellazzi, Giuseppe Agapito, Mario Alessiani, Bruce J. Aronow, Douglas S. Bell, Vincent Benoit, Florence T. Bourgeois, Luca Chiovato, Kelly Cho, Arianna Dagliati, Scott L. DuVall, Noelia García-Barrio, David A. Hanauer, Yuk-Lam Ho, John H. Holmes, Richard W. Issitt, Molei Liu, Yuan Luo, Kristine E. Lynch, Sarah Maidlow, Alberto Malovini, Kenneth D. Mandl, Chengsheng Mao, Michael E. Matheny, Jason H. Moore, Jeffrey S. Morris, Michele Morris, Danielle L. Mowery, Kee Yuan Ngiam, Lav P. Patel, Miguel Pedrera-Jiménez, Rachel B. Ramoni, Emily Schriver, Petra Schubert, Pablo Serrano-Balazote, Anastasia Spiridou, Amelia L. M. Tan, Byorn W. L. Tan, Valentina Tibollo, Carlo Torti, Enrico M. Trecarichi, Xuan Wang, James R. Aaron, Adem Albayrak, Giuseppe Albi, Anna Alloni, Danilo F. Amendola, François Angoulvant, Anthony L. L. J. Li, Fatima Ashraf, Andrew Atz, Paul Avillach, Paula S. Azevedo, James Balshi, Brett K. Beaulieu-Jones, Antonio Bellasi, Vincent Benoit, Michele Beraghi, José Luis Bernal-Sobrino, Mélodie Bernaux, Romain Bey, Surbhi Bhatnagar, Alvar Javier Blanco-Martínez, Martin Boeker, John Booth, Silvano Bosari, Robert L. Bradford, Gabriel A. Brat, Stéphane Bréant, Nicholas W. Brown, Raffaele Bruno, William A. Bryant, Mauro Bucalo, Emily Bucholz, Anita Burgun, Tianxi Cai, Aldo Carmona, Charlotte Caucheteux, Julien Champ, Krista Y. Chen, Jin Chen, Lorenzo Chiudinelli, Kelly Cho, James J. Cimino, Tiago K. Colicchio, Sylvie Cormont, Sébastien Cossin, Jean B. Craig, Juan Luis Cruz-Bermúdez, Jaime Cruz-Rojo, Mohamad Daniar, Christel Daniel, Priyam Das, Batsal Devkota, Audrey Dionne, Rui Duan, Julien Dubiel, Loic Esteve, Hossein Estiri, Shirley Fan, Robert W. Follett, Thomas Ganslandt, Noelia García-Barrio, Lana X. Garmire, Nils Gehlenborg, Emily J. Getzen, Alon Geva, Tobias Gradinger, Alexandre Gramfort, Romain Griffier, Nicolas Griffon, Olivier Grisel, Alba Gutiérrez-Sacristán, Larry Han, David A. Hanauer, Christian Haverkamp, Derek Y. Hazard, Bing He, Darren W. Henderson, Martin Hilka, Kenneth M. Huling, Meghan R. Hutch, Richard W. Issitt, Anne-Sophie Jannot, Vianney Jouhet, Ramakanth Kavuluru, Chris J. Kennedy, Kate F. Kernan, Daniel A. Key, Katie Kirchoff, Jeffrey G. Klann, Isaac S. Kohane, Ian D. Krantz, Detlef Kraska, Ashok K. Krishnamurthy, Trang T. Le, Judith Leblanc, Guillaume Lemaitre, Leslie Lenert, Damien Leprovost, Molei Liu, Qi Long, Sara Lozano-Zahonero, Sadiqa Mahmood, Sarah Maidlow, Adeline Makoudjou, Anupama Maram, Patricia Martel, Marcelo R. Martins, Jayson S. Marwaha, Aaron J. Masino, Maria Mazzitelli, Arthur Mensch, Marianna Milano, Marcos F. Minicucci, Bertrand Moal, Taha Mohseni Ahooyi, Jason H. Moore, Cinta Moraleda, Jeffrey S. Morris, Karyn L. Moshal, Sajad Mousavi, Douglas A. Murad, Shawn N. Murphy, Thomas Naughton, Carlos Tadeu Breda Neto, Jane Newburger, Kee Yuan Ngiam, Wanjiku F. M. Njoroge, James B. Norman, Jihad Obeid, Marina P. Okoshi, Karen L. Olson, Gilbert S. Omenn, Nina Orlova, Brian Ostasiewski, Nathan P. Palmer, Nicolas Paris, Lav P. Patel, Miguel Pedrera-Jiménez, Ashley C. Pfaff, Emily R. Pfaff, Danielle Pillion, Sara Pizzimenti, Hans-Ulrich Prokosch, Robson A. Prudente, Andrea Prunotto, Víctor Quirós-González, Rachel B. Ramoni, 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, Amelia L. M. Tan, 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, Shyam Visweswaran, Michele Vitacca, Kavishwar B. Wagholikar, Lemuel R. Waitman, Demian Wassermann, Griffin M. Weber, Martin Wolkewitz, Scott Wong, Zongqi Xia, Xin Xiong, Ye Ye, Nadir Yehya, William Yuan, Alberto Zambelli, Harrison G. Zhang, Daniela Zöller, Valentina Zuccaro, Chiara Zucco, Isaac S. Kohane, Tianxi Cai, Gabriel A. Brat
International comparisons of laboratory values from the 4CE collaborative to predict COVID-19 mortality. npj Digit. Medicine 5 (2022)
Emad A. Mohammed, Esmaeil Shakeri, Zahra Shakeri Hossein Abad, Trafford Crump, Behrouz H. Far
Important Features Identification for Prostate Cancer Patients Stratification Using Isolation Forest and Interactive Clustering Method. IRI (2021)
Zahra Shakeri Hossein Abad, Joon Lee
Detecting Uncertainty of Mortality Prediction Using Confident Learning. EMBC (2021)
Munima Jahan, Zahra Shakeri Hossein Abad, Behrouz H. Far
Generating Sequence Diagram from Natural Language Requirements. RE Workshops (2021)
Anja Slama, Zahra Shakeri Hossein Abad, Behrouz H. Far
Detection of Asynchronous Concatenation Emergent Behaviour in Multi-Agent Systems. KES-AMSTA (2021)
Zahra Shakeri Hossein Abad, Adrienne S. Kline, Madeena Sultana, Mohammad Noaeen, Elvira Nurmambetova, Filipe R. Lucini, Majed M. Al-Jefri, Joon Lee
Digital public health surveillance: a systematic scoping review. npj Digit. Medicine 4 (2021)
Esmaeil Shakeri, Emad A. Mohammed, Zahra Shakeri Hossein Abad, Behrouz Homayoun Far
Exploring Features Contributing to the Early Prediction of Sepsis Using Machine Learning. EMBC (2021)
Zahra Shakeri Hossein Abad, David M. Maslove, Joon Lee
Predicting Discharge Destination of Critically Ill Patients Using Machine Learning. IEEE J. Biomed. Health Informatics 25 (3) (2021)
Munima Jahan, Zahra Shakeri Hossein Abad, Behrouz H. Far
Detecting Emergent Behavior in Scenario-Based Specifications using a Probabilistic Model. MoDRE@RE (2020)
Zahra Shakeri Hossein Abad, Adrienne S. Kline, Joon Lee
Evaluation of Machine Learning-based Patient Outcome Prediction Using Patient-specific Difficulty and Discrimination Indices. EMBC (2020)
Adrienne S. Kline, Theresa J. B. Kline, Zahra Shakeri Hossein Abad, Joon Lee
Novel Feature Selection for Artificial Intelligence Using Item Response Theory for Mortality Prediction. EMBC (2020)
Zahra Shakeri Hossein Abad, Muneera Bano, Didar Zowghi
How much authenticity can be achieved in software engineering project based courses? ICSE (SEET) (2019)
Munima Jahan, Zahra Shakeri Hossein Abad, Behrouz H. Far
Detecting emergent behaviors and implied scenarios in scenario-based specifications: a machine learning approach. MiSE@ICSE (2019)
Zahra Shakeri Hossein Abad, Vincenzo Gervasi, Didar Zowghi, Behrouz H. Far
Supporting analysts by dynamic extraction and classification of requirements-related knowledge. ICSE (2019)
Zahra Shakeri Hossein Abad, Sania Moazzam, Christina Lo, Tianhan Lan, Elis Frroku, Heejun Kim
Loud and Interactive Paper Prototyping in Requirements Elicitation: What is it Good for? EmpiRE@RE (2018)
Zahra Shakeri Hossein Abad, Mohammad Noaeen, Didar Zowghi, Behrouz H. Far, Ken Barker
Two Sides of the Same Coin: Software Developers' Perceptions of Task Switching and Task Interruption. EASE (2018)
Zahra Shakeri Hossein Abad, Munib Rahman, Abdullah Cheema, Vincenzo Gervasi, Didar Zowghi, Ken Barker
Dynamic Visual Analytics for Elicitation Meetings with ELICA. RE (2018)
Zahra Shakeri Hossein Abad, Oliver Karras, Kurt Schneider, Ken Barker, Mike Bauer
Task Interruption in Software Development Projects: What Makes some Interruptions More Disruptive than Others? CoRR (2018)
Zahra Shakeri Hossein Abad, Vincenzo Gervasi, Didar Zowghi, Ken Barker
ELICA: An Automated Tool for Dynamic Extraction of Requirements Relevant Information. AIRE@RE (2018)
Zahra Shakeri Hossein Abad, Oliver Karras, Kurt Schneider, Ken Barker, Mike Bauer
Task Interruption in Software Development Projects: What Makes some Interruptions More Disruptive than Others? EASE (2018)
Zahra Shakeri Hossein Abad, Munib Rahman, Abdullah Cheema, Vincenzo Gervasi, Didar Zowghi, Ken Barker
Dynamic Visual Analytics for Elicitation Meetings with ELICA. CoRR (2018)
Zahra Shakeri Hossein Abad, Vincenzo Gervasi, Didar Zowghi, Ken Barker
ELICA: An Automated Tool for Dynamic Extraction of Requirements Relevant Information. CoRR (2018)
Zahra Shakeri Hossein Abad, Mohammad Noaeen, Didar Zowghi, Behrouz H. Far, Ken Barker
Two Sides of the Same Coin: Software Developers' Perceptions of Task Switching and Task Interruption. CoRR (2018)
Zahra Shakeri Hossein Abad, Sania Moazzam, Christina Lo, Tianhan Lan, Elis Frroku, Heejun Kim
Loud and Interactive Paper Prototyping in Requirements Elicitation: What is it Good for? CoRR (2018)
Zahra Shakeri Hossein Abad, Oliver Karras, Parisa Ghazi, Martin Glinz, Guenther Ruhe, Kurt Schneider
What Works Better? A Study of Classifying Requirements. CoRR (2017)
Zahra Shakeri Hossein Abad, Guenther Ruhe, Mike Bauer
Task Interruptions in Requirements Engineering: Reality Versus Perceptions! RE (2017)
Mohammad Noaeen, Zahra Shakeri Hossein Abad, Behrouz Homayoun Far
Let's Hear it from RETTA: A Requirements Elicitation Tool for TrAffic Management Systems. RE (2017)
Mohammad Noaeen, Zahra Shakeri Hossein Abad, Behrouz Homayoun Far
Let's hear it from RETTA: A Requirements Elicitation Tool for TrAffic management systems. CoRR (2017)
Zahra Shakeri Hossein Abad, Guenther Ruhe, Mike Bauer
Understanding Task Interruptions in Service Oriented Software Development Projects: An Exploratory Study. SER&IP@ICSE (2017)
Zahra Shakeri Hossein Abad, Shane D. V. Sims, Abdullah Cheema, Montasir B. Nasir, Payal Harisinghani
Learn More, Pay Less! Lessons Learned from Applying the Wizard-of-Oz Technique for Exploring Mobile App Requirements. CoRR (2017)
Zahra Shakeri Hossein Abad, Alex Shymka, Jenny Le, Noor Hammad, Guenther Ruhe
A Visual Narrative Path from Switching to Resuming a Requirements Engineering Task. RE (2017)
Zahra Shakeri Hossein Abad, Alex Shymka, Jenny Le, Noor Hammad, Guenther Ruhe
A Visual Narrative Path from Switching to Resuming a Requirements Engineering Task. CoRR (2017)
Zahra Shakeri Hossein Abad, Oliver Karras, Parisa Ghazi, Martin Glinz, Guenther Ruhe, Kurt Schneider
What Works Better? A Study of Classifying Requirements. RE (2017)
Parisa Ghazi, Zahra Shakeri Hossein Abad, Martin Glinz
Choosing Requirements for Experimentation with User Interfaces of Requirements Modeling Tools. RE (2017)
Zahra Shakeri Hossein Abad, Shane D. V. Sims, Abdullah Cheema, Montasir B. Nasir, Payal Harisinghani
Learn More, Pay Less! Lessons Learned from Applying the Wizard-of-Oz Technique for Exploring Mobile App Requirements. RE Workshops (2017)
Parisa Ghazi, Zahra Shakeri Hossein Abad, Martin Glinz
Choosing Requirements for Experimentation with User Interfaces of Requirements Modeling Tools. CoRR (2017)
Zahra Shakeri Hossein Abad, Guenther Ruhe, Mike Bauer
Task Interruptions in Requirements Engineering: Reality versus Perceptions! CoRR (2017)
Zahra Shakeri Hossein Abad, Mohammad Noaeen, Guenther Ruhe
Requirements Engineering Visualization: A Systematic Literature Review. RE (2016)
Zahra Shakeri Hossein Abad, Alex Shymka, Susant Pant, Ashley Currie, Guenther Ruhe
What are Practitioners Asking about Requirements Engineering? An Exploratory Analysis of Social Q&A Sites. RE Workshops (2016)
Zahra Shakeri Hossein Abad, Reza Karimpour, Jason Ho, S. M. Didar Al Alam, Günther Ruhe, Edward Tse, Kevin Barabash, Ian Hargreaves
Understanding the impact of technical debt in coding and testing: an exploratory case study. SER&IP@ICSE (2016)
Zahra Shakeri Hossein Abad, Guenther Ruhe
Using real options to manage Technical Debt in Requirements Engineering. RE (2015)
Zahra Shakeri Hossein Abad, Craig Anslow, Frank Maurer
Multi Surface Interactions with Geospatial Data: A Systematic Review. ITS (2014)
Theodore D. Hellmann, Apoorve Chokshi, Zahra Shakeri Hossein Abad, Sydney Pratte, Frank Maurer
Agile Testing: A Systematic Mapping across Three Conferences: Understanding Agile Testing in the XP/Agile Universe, Agile, and XP Conferences. AGILE (2013)
Zahra Shakeri Hossein Abad, Anahita Alipour, Raman Ramsin
Enhancing Tool Support for Situational Engineering of Agile Methodologies in Eclipse. SERA (selected papers) (2012)
Zahra Shakeri Hossein Abad, Mahsa Hasani Sadi, Raman Ramsin
Towards Tool Support for Situational Engineering of Agile Methodologies. APSEC (2010)