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List of works by Janna Hastings

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Process attributes in bio-ontologies

scientific article
Accessing and Using Chemical Property Databases

Expanding natural product chemistry resources at the EBI

article
Identifying and evaluating ontologies related to human behaviour change interventions: a scoping review

article
Experience of Health Care Professionals Using Digital Tools in the Hospital: Qualitative Systematic Review

scientific article published on 17 October 2023
An ontology of mechanisms of action in behaviour change interventions

scientific article published on 11 August 2023
Evaluating Text-to-Image Generated Photorealistic Images of Human Anatomy

scientific article published on 21 August 2024
Chemical Ontologies for Standardization, Knowledge Discovery, and Data Mining

An Ontology for Drug-drug Interactions

Addiction Ontology: Applying Basic Formal Ontology in the Addiction domain

scientific article published on 7 December 2020
Using machine learning to extract information and predict outcomes from reports of randomised trials of smoking cessation interventions in the Human Behaviour Change Project

scientific article published on 5 April 2023
Predicting outcomes of smoking cessation interventions in novel scenarios using ontology-informed, interpretable machine learning

scientific article published on 7 November 2023
Addiction Theories and Constructs: a new series

scientific article published on 06 February 2019
Creating ontological definitions for use in science

scientific article published on 4 December 2019
A comparative performance analysis of regular expressions and a large language model-based approach to extract the BI-RADS score from radiological reports

scientific article published on 3 November 2025
Modularization Requirements in Bio-Ontologies: A Case Study of ChEbi

scientific article published in 2011
Trace amine-associated receptor 1 (TAAR1) agonism for psychosis: a living systematic review and meta-analysis of human and non-human data

scientific article published on 11 April 2024
Structured chemical class definitions and automated matching for chemical ontology evolution.

scientific article
Interpretable ontology extension in chemistry

scientific article published in 2023
The Behaviour Change Technique Ontology: Transforming the Behaviour Change Technique Taxonomy v1

scientific article published in 2023
Why and how to engage expert stakeholders in ontology development: insights from social and behavioural sciences

scientific article published on 23 March 2021
Using machine learning to extract information and predict outcomes from reports of randomised trials of smoking cessation interventions in the Human Behaviour-Change Project

scientific article published on 20 November 2024
A Method for Evaluating the Interoperability of Ontology Classes in the Behavioural and Social Sciences

scientific article published on 22 September 2025
What are chemical structures and their relations?

scientific article published in 2010
Specifying the Schedule of Delivery of Interventions within the Behaviour Change Intervention Ontology

scientific article published on 9 December 2024
Ontologies in Chemoinformatics

Developing and using ontologies in behavioural science: addressing issues raised

scientific article published on 30 August 2022
Chemical ontologies: what are they, what are they for and what are the challenges.

scientific article published on 19 April 2011
Mapping the Patient’s Experience: An Applied Ontological Framework for Phenomenological Psychopathology

scientific article published in 2020
The Behaviour Change Technique Ontology: Transforming the Behaviour Change Technique Taxonomy v1

scientific article published on 5 April 2023
Specifying how intervention content is communicated: Development of a Style of Delivery Ontology

scientific article published on 12 October 2023
Modelling Highly Symmetrical Molecules: Linking Ontologies and Graphs

scientific article published in 2012
Structure-based metabolite function prediction using graph neural networks

scientific article published on 26 December 2024
Toward an ontology of tobacco, nicotine and vaping products

scientific article published on 15 August 2022
Flow with the flux: Systems biology tools predict metabolic drivers of ageing in C. elegans

Nuclear and cytoplasmic huntingtin inclusions exhibit distinct biochemical composition, interactome and ultrastructural properties

scientific article published on 12 November 2021
The Emotion Ontology: Enabling Interdisciplinary Research in the Affective Sciences

Representation of behaviour change interventions and their evaluation: Development of the Upper Level of the Behaviour Change Intervention Ontology

scientific article published on 10 June 2020
Box embeddings for extending ontologies: a data-driven and interpretable approach

scientific article published on 1 September 2025
An ontological framework for organising and describing behaviours: The Human Behaviour Ontology

scientific article published on 30 June 2025
Ontology pre-training improves machine learning-based predictions for metabolites

scientific article published on 2 October 2025
Behaviour change techniques taxonomy v1: Feedback to inform the development of an ontology

scientific article published on 20 January 2023
Experience of Health Care Professionals Using Digital Tools in the Hospital: Qualitative Systematic Review (Preprint)

scientific article published on 29 June 2023
Towards an ontology of mental health: Protocol for developing an ontology to structure and integrate evidence regarding anxiety, depression and psychosis

scientific article published on 14 November 2024
Identifiers for the 21st century: How to design, provision, and reuse persistent identifiers to maximize utility and impact of life science data

scientific article (publication date: 20 March 2017)
Chebifier: automating semantic classification in ChEBI to accelerate data-driven discovery

scientific article published in January 2024
Development of an Intervention Setting Ontology for behaviour change: Specifying where interventions take place

scientific article published on 10 June 2020
Ontological dependence, dispositions and institutional reality in chemistry

scientific article published in 2010
The Human Behaviour-Change Project Phase 2: Advancing behavioural and social sciences through ontology tools

scientific article published on 19 December 2024
Applied ontology for phenomenological psychopathology? A cautionary tale – Authors' reply

scientific article published in October 2022

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