Personal profile
Biography
Goran Nenadic is a Professor in the Department of Computer Science, University of Manchester and a Turing Fellow at the Alan Turing Institute. His research interests are focused on natural language processing, text mining and semi-automated curation of knowledge from unstructured textual data. Goran has been working in this area since 1993. Current research projects focus on large-scale extraction and curation of biomedical information and clinical/epidemiological findings, by comibing rule-based and data-driven approaches. He is also interested in processing healthcare social media.
Goran leads the UK healthcare text analytics network (Healtex) and was the founding Editor-in-Chief of Journal of Biomedical Semantics.
Qualifications
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2003. PhD in Computer Science (School of Sciences, University of Salford)
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1997. MSc in Computer Science (Faculty of Mathematics, University of Belgrade)
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1993. BSc in Mathematics and Computer Science (Faculty of Mathematics, University of Belgrade)
Research interests
Dr Goran Nenadic has been working in the area of natural language processing and text mining since 1993. His research interests include automatic terminology extraction, classification and management, compound word recognition and digital corpora encoding. He also investigates terminology-driven mining of scientific literature (in particular for life sciences) by extracting terms and establishing associations and links among them. He is interested in text analytics and sentiment analysis from online resources, in particular in the healthcare domain. He leads the UK healthcare text analytics network (http://www.healtex.org).
His current research focus is on large-scale extraction and linking of clinical/epidemiological findings from electronic health records (EHRs), healthcare social media and biomedical literature. His team has worked on mining narratives from EHRs (e.g. for clinical outcomes in cancer patients, or medication prescription extraction), making sense of patient-generated data from social media (e.g. benefits and harms of medical treatments) and providing context to clinical decision support systems (e.g. for treatment planning in brain injuries). He has led a number of joint projects with healthcare service providers (e.g. semi-automated large-scale anonymisation of clinical narratives; identification of mental health symptoms in social media; process mapping of occupational therapy reports), as well as with industrial partners (e.g. dynamic clinical documentation management, information extraction from clinical trial reports). Since 2008, his team has been actively involved in international challenges in clinical text mining.
My group
Opportunities
I currently supervise a number of postgraduate research students, working on different aspects of text mining For more details, please visit http://gnteam.cs.manchester.ac.uk/
External positions
Turing Fellow, Alan Turing Institute
1 Sept 2017 → …
Areas of expertise
- QA75 Electronic computers. Computer science
- natural language processing
Research Beacons, Institutes and Platforms
- Institute for Data Science and AI
- Digital Futures
- Christabel Pankhurst Institute
Keywords
- Biomedical Text Mining
- Clinical Text mining
- Natural Language Processing
- Text Analytics
- Text Mining
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):
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SDG 3 Good Health and Well-being
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SDG 4 Quality Education
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SDG 5 Gender Equality
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SDG 7 Affordable and Clean Energy
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SDG 9 Industry, Innovation, and Infrastructure
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SDG 10 Reduced Inequalities
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SDG 16 Peace, Justice and Strong Institutions
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Collaborations and top research areas from the last five years
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A practical and nuanced framework for entity linking evaluation
Xu, F., Nenadic, G. & Stevens, R., 6 Mar 2026, In: Journal of Biomedical Semantics. 17, 1, 5.Research output: Contribution to journal › Article › peer-review
Open Access -
Development and validation of prediction models for predicting social care strengths and vulnerability in older people: Cohort study using routine data in Adult Social Care
Clarkson, P., Hossain, B. (Editor), Lerigo, F., Martin, G. P., Wall, L., Davies, S., Nenadic, G., Hine, P. & Robinson, C., 15 Apr 2026, In: PLoS ONE. 21(4): e0328330Research output: Contribution to journal › Article › peer-review
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Evaluation and LLM-Guided Learning of ICD Coding Rationales
Li, M., Schlegel, V., Mu, T., Oyewusi, W., Kang, K. & Nenadic, G., 3 Jan 2026, (Accepted/In press) Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2026) .Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
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Extending BEHRT to UK Biobank: Assessing Transformer Model Performance in Clinical Prediction
Yildiz, Y., Nenadic, G., Jani, M. & Jenkins, D., 10 Feb 2026, In: Frontiers in Digital Health. 8Research output: Contribution to journal › Article › peer-review
Open Access -
Towards a resource for multilingual lexicons: an MT assisted and human-in-the-loop multilingual parallel corpus with multi-word expression annotation
Han, L., Mohamed, N. H., Rassem, M., Jones, G. J. F., Smeaton, A. F. & Nenadic, G., 1 Jun 2026, In: Language Resources and Evaluation. 60, 2, 33.Research output: Contribution to journal › Article › peer-review
Open Access
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Centre for Digital Trust and Society
Barrett, E. (PI), Allmendinger, R. (Researcher), Elliot, M. (Researcher), Lord, N. (Researcher), Cordeiro, L. (Researcher), Gibson, R. (Researcher), Papamarkou, T. (Researcher), Dresner, D. (Researcher), Aldridge, J. (Researcher), Duncan, P. (Researcher), Banach, R. (Researcher), Brown, G. (Researcher), Dennis, L. (Researcher), Fisher, M. (Researcher), Korovin, K. (Researcher), Kotselidis, C.-E. (Researcher), Luján, M. (Researcher), Mustafa, M. (Researcher), Olivier, P. (Researcher), Reger, G. (Researcher), Zhang, N. (Researcher), Hodgkinson, G. (Researcher), Gulati, S. (Researcher), Ainsworth, J. (Researcher), Chen, Y.-W. (Researcher), Green, B. (Researcher), Healey, M. (Researcher), Uyarra, E. (Researcher), Zachariadis, M. (Researcher), Little, C. (Researcher), Mackey, E. (Researcher), Nenadic, G. (Researcher), Keane, J. (Researcher), Shlomo, N. (Researcher), Graff, N. (Researcher), Jarwar, M. A. (Researcher), Shariati Samani, S. (Researcher), Smith, D. (Researcher), Kambites, M. (Researcher), Thorpe, M. (Researcher), Rowley, P. (Researcher), Flynn, S. (Researcher), Turner, P. (Researcher), Wainwright, V. (Researcher), Czerwinsky, A. (PGR student), Nini, A. (Researcher), Broad, R. (Researcher), Shute, J. (Researcher), Deakin, J. (Researcher), Saldana-Taboada, P. (PGR student), Knight, P. (Researcher), Hutchings, S. (Researcher), Whyte, J. (Researcher), Tolz-Zilitinkevic, V. (Researcher), Pilkington, H. (Researcher), Guharoy, S. (Researcher), Nicolo, A. (Researcher), Reggiani, C. (Researcher), Garcia Oliva, J. (Researcher), Van Someren, A. (Researcher), Bon, E. (Researcher), Cantijoch Cunill, M. (Researcher), Koch, D. (Researcher) & Chen, Y.-W. (Researcher)
11/05/21 → …
Project: Other
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SC-SVI: Developing a Social Care Strengths and Vulnerability Index (SC-SVI) for older people: a feasibility proof of concept study in local authorities
Clarkson, P. (PI), Robinson, C. (CoI), Nenadic, G. (CoI), Martin, G. (CoI), Davies, S. (CoI), Lerigo, F. (Researcher) & Wall, L. (CoI)
1/03/22 → 30/04/24
Project: Research
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Integrating hospital outpatient letters into the healthcare data space
Nenadic, G. (PI), Dixon, W. (CoI) & Jani, M. (CoI)
1/10/21 → 30/09/25
Project: Research
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Assembling the Data Jigsaw: Powering Robust Research on the Causes, Determinants and Outcomes of MSK Disease.
Dixon, W. (PI), Brown, B. (CoI), Clarkson, P. (CoI), Dowding, D. (CoI), Holm, S. (CoI), Humphreys, J. H. (CoI), Jani, M. (CoI), Mcbeth, J. (CoI), Nenadic, G. (CoI), Peek, N. (CoI), Pendleton, N. (CoI), Sanders, C. (CoI) & Van Der Veer, S. (CoI)
1/05/20 → 31/10/25
Project: Research
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Clarif.AI: CLARIFying health record entries for patients using Artificial Intelligence
McMillan, B. (Speaker), Davidge, G. (Speaker) & Nenadic, G. (Speaker)
4 Nov 2024Activity: Talk or presentation › Invited talk › Research
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‘Getting it Write’: Exploring underserved patient and carer reactions to clinicians’ notes in an era of patient online access
Davidge, G. (Speaker), McMillan, B. (Speaker), Brown, L. (Speaker) & Nenadic, G. (Speaker)
19 Sept 2024Activity: Talk or presentation › Oral presentation › Research
Impacts
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Context aware text mining for the pharmaceutical sector
Nenadic, G. (Participant) & Robertson, D. (Participant)
Impact: Economic, Technological, Health and wellbeing