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 Lecturer (Assistant Professor) in Computer Science for Health 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
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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
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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
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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
4 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 Access1 Citation (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 AccessFile39 Downloads (Pure) -
Summarisation of Electronic Health Records with Clinical Concept Guidance
Searle, T., Ibrahim, Z., Teo, J. & Dobson, R., 14 Nov 2022.Research output: Working paper/Preprint › Preprint
File27 Downloads (Pure)
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OPTIMA: On-Line Parent Training for the Initial Management of ADHD referral
Sonuga-Barke, E., Simonoff, E., Downs, J., Ibrahim, Z., Byford, S. & Goldsmith, K.
NIHR National Institute For Health & Care Research
1/10/2019 → 30/09/2025
Project: Research
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MultiProCare - MULTIdisciplinary training for PROfessionals in elderly CARE
Miles, S., Dobson, R., Ibrahim, Z. & Stewart, R.
1/10/2016 → 30/09/2020
Project: Research
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Me_Health_e: testing the added value of electronic outcome measurement in CAMHS
Simonoff, E., Dobson, R., Downs, J., Ibrahim, Z., Stringaris, A. & Vidal-Ribas Belil, P.
1/06/2016 → 31/05/2018
Project: Research
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A Virtual Companion to Psychiatric Patients
Ibrahim, Z., Dobson, R. & Stringaris, A.
1/12/2015 → 1/12/2018
Project: Research