Research output per year
Research output per year
Personal profile
Biographical details
Zina Ibrahim is an Artificial Intelligence research scientist with interest in improving people's health. Currently, she is a Senior Lecturer (Associate Professor) in Artificial Intelligence for Medicine at the Department of Biostatistics and Health Informatics, King’s College London. Zina’s research spans theoretical foundations and applications of knowledge representation, machine learning, and multi-agent systems, specifically in biological knowledge discovery, healthcare delivery, and e-health infrastructures.
After completing a BSc (Honours) in Software Engineering in 2003, Zina’s interest in AI kick-started her academic career as she obtained her MSc (2004) and PhD (2010) in Artificial Intelligence from the University of Windsor, Canada. Zina has been a Lecturer since December 2016.
Research interests
- Knowledge-based AI systems
- Temporal knowledge representation and reasoning
- Machine learning
- Multi-agent systems
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Keywords
- QA75 Electronic computers. Computer science
- Artificial Intelligence
- Healthcare Informatics
- Bioinformatics
- agents
- intelligent systems
Fingerprint
Dive into the research topics where Zina Ibrahim is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
-
Discharge summary hospital course summarisation of in patient Electronic Health Record text with clinical concept guided deep pre-trained Transformer models
Searle, T., Ibrahim, Z., Teo, J. & Dobson, R. J. B., May 2023, In: JOURNAL OF BIOMEDICAL INFORMATICS. 141, 104358.Research output: Contribution to journal › Article › peer-review
19 Citations (Scopus) -
Moving from development to implementation of digital innovations within the NHS: myHealthE, a remote monitoring system for tracking patient outcomes in child and adolescent mental health services
Morris, A., Ibrahim, Z., Moghraby, O., Stringaris, A., Grant, I., Zalewski, L., McClellan, S., Moriarty, G., Simonoff, E., Dobson, R. & Downs, J., 17 Oct 2023, (Accepted/In press) In: Digital Health. p. 1-32 32 p.Research output: Contribution to journal › Article › peer-review
-
A Knowledge Distillation Ensemble Framework for Predicting Short- and Long-Term Hospitalization Outcomes from Electronic Health Records Data
Ibrahim, Z. M., Bean, D., Searle, T., Qian, L., Wu, H., Shek, A., Kraljevic, Z., Galloway, J., Norton, S., Teo, J. T. & Dobson, R. J. B., Jan 2022, In: IEEE Journal of Biomedical and Health Informatics. 26, 1, p. 423-435 13 p.Research output: Contribution to journal › Article › peer-review
14 Citations (Scopus) -
Assessing the feasibility of a web-based outcome measurement system in child and adolescent mental health services - myHealthE a randomised controlled feasibility pilot study
Morris, A. C., Ibrahim, Z., Heslin, M., Moghraby, O. S., Stringaris, A., Grant, I. M., Zalewski, L., Pritchard, M., Stewart, R., Hotopf, M., Pickles, A., Dobson, R. J. B., Simonoff, E. & Downs, J., 9 Jun 2022, (E-pub ahead of print) In: Child and Adolescent Mental Health.Research output: Contribution to journal › Article › peer-review
Open Access5 Citations (Scopus) -
Evaluating physical urban features in several mental illnesses using electronic health record data
Mahabadi, Z., Mahabadi, M., Velupillai, S., Roberts, A., McGuire, P., Ibrahim, Z. & Patel, R., 7 Sept 2022, In: Frontiers in digital health. 4, 874237.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Citation (Scopus)78 Downloads (Pure)
-
Assessing the Feasibility of a Neurosymbolic methodology for Bias Mitigation of Cardiac Arrest Early Warning in General Wards
Ibrahim, Z. (Primary Investigator) & Galloway, J. (Co-Investigator)
1/05/2024 → 31/03/2025
Project: Research
-
OPTIMA: On-Line Parent Training for the Initial Management of ADHD referral
Sonuga-Barke, E. (Primary Investigator), Simonoff, E. (Co-Investigator), Downs, J. (Co-Investigator), Ibrahim, Z. (Co-Investigator), Byford, S. (Co-Investigator) & Goldsmith, K. (Co-Investigator)
NIHR National Institute For Health & Care Research
1/10/2019 → 30/09/2025
Project: Research
-
MultiProCare - MULTIdisciplinary training for PROfessionals in elderly CARE
Miles, S. (Primary Investigator), Dobson, R. (Co-Investigator), Ibrahim, Z. (Co-Investigator) & Stewart, R. (Co-Investigator)
1/10/2016 → 30/09/2020
Project: Research
-
Me_Health_e: testing the added value of electronic outcome measurement in CAMHS
Simonoff, E. (Primary Investigator), Dobson, R. (Co-Investigator), Downs, J. (Co-Investigator), Ibrahim, Z. (Co-Investigator), Stringaris, A. (Co-Investigator) & Vidal-Ribas Belil, P. (Co-Investigator)
1/06/2016 → 31/05/2018
Project: Research
-
A Virtual Companion to Psychiatric Patients
Ibrahim, Z. (Primary Investigator), Dobson, R. (Co-Investigator) & Stringaris, A. (Co-Investigator)
1/12/2015 → 1/12/2018
Project: Research