Related Experiment Video
Updated: Jan 23, 2026

Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
Published on: June 13, 2025
Mapping knowledge domains of non-biomedical modalities: A large-scale co-word analysis of literature 1987-2017
1School of Historical and Philosophical Studies, University of Melbourne, Parkville, VIC, 3010, Australia.
Abstract:
This paper presents a systematic mapping of the disparate literature on non-biomedical therapeutic modalities using co-word analysis. Non-biomedical modalities are defined in this paper as therapeutic modalities that exist in separation, but not isolation from, biomedicine. Bibliometric visualisation based on co-word analysis, a method sensitive to the configuration of socio-cognitive networks of knowledge, is employed to create a semantic topography of thirty years' literature from across different disciplines. The proliferation of terminologies to describe non-biomedical modalities from different disciplines raises important issues about the structure of scholarly knowledge about this area, particularly with regards to domains of meaning and conceptual spaces that lay dormant within this discourse. Drawing from a bibliographic dataset of 17,163 peer-reviewed publications written in English between 1987 and 2017 (retrieved on September 31, 2018), this paper presents a rigorous map with which to navigate the highly complex and interdisciplinary literature on non-biomedical knowledge and practices. Arguing that knowledge production about non-biomedical modalities in scholarly literature resembles that of problematic networks of interest, this paper substantiates the separation from biomedicine that contradistinguishes non-biomedical modalities. It does so by analysing the semantic trajectories of the most widely used terminologies in this domain, namely traditional medicine, alternative medicine, herbal medicine, and unclassified drug. Although all equally problematic, these contested terminologies are unlikely to replace one another in any form of paradigmatic shift in the foreseeable future. Their persisting conceptual usefulness is anchored in their own respective clusters of meaning, and researchers wishing to engage in the production of knowledge in this domain should be mindful of the pitfalls associated with their terminology use. Non-biomedical modalities as a term might be better equipped to capture the diversity as well as the historical continuities and discontinuities of therapeutic traditions and practices at the margin of mainstream scientific medicine.
More Related Videos
07:35A Knowledge Graph Approach to Elucidate the Role of Organellar Pathways in Disease via Biomedical Reports
Published on: October 13, 2023
08:05Measuring Statistical Learning Across Modalities and Domains in School-Aged Children Via an Online Platform and Neuroimaging Techniques
Published on: June 30, 2020
Related Concept Videos
Conservation of Protein Domains Over Different Proteins
A limited set of protein domains often duplicate and recombine during evolution. These domains can be organized in different combinations to...
Sensory Modalities
General senses refer to the broad category of sensory information detected by receptors in the body and can be further grouped into somatic and visceral senses. Somatic sensations include touch, pressure, temperature, and pain and are essential for navigating our environment and...
pH Scale
Three-Domain System of Life
Membrane Domains
Protein Domains
The membrane comprises a group of distinct proteins responsible for carrying out a cell's specific function. For example, the plasma membrane of the human sperm, or a single germ cell, contains a unique set of proteins in the...
Three Developmental Domains
Physical Development
Physical processes, also known as maturation, encompass the biological changes that occur across an individual's life. These changes begin with genetic inheritance and continue through various stages, including growth in height and weight,...