Complementary and Integrative Health Lexicon (CIHLex) and Entity Recognition in the Literature

Objective: Our study aimed to construct an exhaustive Complementary and Integrative Health (CIH) Lexicon (CIHLex) to better represent the often underrepresented physical and psychological CIH approaches in standard terminologies. We also intended to apply advanced Natural Language Processing (NLP) models such as Bidirectional Encoder Representations from Transformers (BERT) and GPT-3.5 Turbo for CIH named entity recognition, evaluating their performance against established models like MetaMap and CLAMP. Materials and Methods: We constructed the CIHLex by integrating various resources, compiling and integrating data from biomedical literature and relevant knowledge bases. The Lexicon encompasses 198 unique concepts with 1090 corresponding unique terms. We matched these concepts to the Unified Medical Language System (UMLS). Additionally, we developed and utilized BERT models and compared their efficiency in CIH named entity recognition to that of other models such as MetaMap, CLAMP, and GPT3.5-turbo. Results: From the 198 unique concepts in CIHLex, 62.1% could be matched to at least one term in the UMLS. Moreover, 75.7% of the mapped UMLS Concept Unique Identifiers (CUIs) were categorized as "Therapeutic or Preventive Procedure." Among the models applied to CIH named entity recognition, BLUEBERT delivered the highest macro average F1-score of 0.90, surpassing other models. Conclusion: Our CIHLex significantly augments representation of CIH approaches in biomedical literature. Demonstrating the utility of advanced NLP models, BERT notably excelled in CIH entity recognition. These results highlight promising strategies for enhancing standardization and recognition of CIH terminology in biomedical contexts

Ontology as the core discipline of biomedical informatics: Legacies of the past and recommendations for the future direction of research

The automatic integration of rapidly expanding information resources in the life sciences is one of the most challenging goals facing biomedical research today. Controlled vocabularies, terminologies, and coding systems play an important role in realizing this goal, by making it possible to draw together information from heterogeneous sources – for example pertaining to genes and proteins, drugs and diseases – secure in the knowledge that the same terms will also represent the same entities on all occasions of use. In the naming of genes, proteins, and other molecular structures, considerable efforts are under way to reduce the effects of the different naming conventions which have been spawned by different groups of researchers. Electronic patient records, too, increasingly involve the use of standardized terminologies, and tremendous efforts are currently being devoted to the creation of terminology resources that can meet the needs of a future era of personalized medicine, in which genomic and clinical data can be aligned in such a way that the corresponding information systems become interoperable

Beyond Medical Alternative: Exploring Dance Therapy

Dance as an artistic genre is characterized in all cultures, both the past and present, as a form of relaxation or entertainment, ceremonies, rituals and rites of passage. Using a therapeutic theoretical framework of dance, this paper exposes how healing powers have been attributed to dance and movement. The paper unravels the mystery of the early civilizations where dancing and medicine were linked. The paper also explains vividly how Dance Movement Therapy (DMT) is one of expressive arts, which can be a single specialization, or form part of a general expressive arts therapy programs that effectively treat or manage a wide range of emotional and physical ailments. Empirically, this places dance as a primal response to rhythm and music, such that the dance therapist uses the dance principles to help patients to become more in touch with different physical and emotional dimensions of themselves using non-verbal, movement-oriented techniques. The paper concludes that if well utilized by medical practitioners in Nigeria, dance could serve as an alternative therapeutic means, thereby creating collaboration between Health Institutions and the Theatre Industry

Towards new information resources for public health: From WordNet to MedicalWordNet

In the last two decades, WORDNET has evolved as the most comprehensive computational lexicon of general English. In this article, we discuss its potential for supporting the creation of an entirely new kind of information resource for public health, viz. MEDICAL WORDNET. This resource is not to be conceived merely as a lexical extension of the original WORDNET to medical terminology; indeed, there is already a considerable degree of overlap between WORDNET and the vocabulary of medicine. Instead, we propose a new type of repository, consisting of three large collections of (1) medically relevant word forms, structured along the lines of the existing Princeton WORDNET; (2) medically validated propositions, referred to here as medical facts, which will constitute what we shall call MEDICAL FACTNET; and (3) propositions reflecting laypersons’ medical beliefs, which will constitute what we shall call the MEDICAL BELIEFNET. We introduce a methodology for setting up the MEDICAL WORDNET. We then turn to the discussion of research challenges that have to be met in order to build this new type of information resource

Looking for alternatives risk, reflexivity and complementary Therapies

This thesis explores individuals' motivations for using complementary and alternative medicines (CAM). More specifically, the thesis explores the relationship between the use of CAM and wider social and cultural changes which have altered individuals’ expectations about their health and their understanding of risk and embodiment. The thesis draws on data from 24 in-depth interviews with individuals using a range of complementary and alternative health practices. Building on previous literature in this field this thesis not only explores individuals' initial motivations for using CAM, but also the reasons why they remain engaged with such practices and how their motives change over the course of time. I argue that the use of complementary and alternative medicines should be understood in terms of a career. As individuals progress along the CAM career trajectory their motives for using any given therapy not only change, but they also acquire further justifications and rationalizations for using CAM. One of the main motivations for using complementary therapies, amongst the participants of this study, was because of concerns over the safety of Western medicines, which were associated with potential risks to the health of the body. In contrast, so-called 'natural' remedies or other types of complementary therapies were seen to represent a relatively 'risk-free’ alternative. In this sense I argue that complementary therapies are adopted as part of a strategy of risk avoidance and as a means of coping with the anxieties associated with caring for health and body within late modem society. The thesis also explores individuals' use of complementary and alternative medicines for self-care purposes. I argue that such practices should be viewed as a form of resistance to medical control and an attempt to regain control over the self. The thesis not only adds to our current understanding of complementary therapies within contemporary society, but also makes a significant contribution to key sociological debates

Developing a Chinese Herb-based Art Therapy Method for Older Adults in Community Settings

Physiological aging can lead to frustration and hinder the willingness of the elders to learn new things. Therefore, when considering how art therapy can bring better care and benefits to older Chinese immigrants, the author combined Chinese herbs in art making. Studies have shown that using different media based on cultural considerations in art therapy can better meet the needs of diverse groups. In this thesis, the author designed art therapy sessions corresponding to plant growth and human development stages with the concept of traditional Chinese medicine philosophy to explore the potential value of this method. Through these sessions, the older Chinese adult participants became gradually engaged in the group as they were familiar with the materials used, allowing them to share their thoughts on cultural aspects more freely. Additionally, the use of Chinese herbs as metaphors during the art-making process had a similar effect, expanding and deepening participants\u27 self-care reflections. These findings support the notion that combining art therapy and traditional Chinese medicine philosophy can provide positive outcomes to participants

Psy-expertise, therapeutic culture and the politics of the personal in development

Expertise stemming from the psy disciplines is increasingly and explicitly shaping international development policy and practice. Whilst some policy makers see the use of psy expertise as a new way to reduce poverty, increase economic efficiency, and promote wellbeing, others raise concerns that psychocentric development promotes individual over structural change, pathologises poverty, and depoliticises development. This paper specifically analyses four aspects of psy knowledge used in contemporary development policy: child development/developmental psychology, behavioural economics, positive psychology, and global mental health. This analysis illuminates the co-constitutive intellectual and colonial histories of development and psy-expertise: a connection that complicates claims that development has been psychologized; the uses and coloniality of both within a neoliberal project; and the potential for psychopolitics to inform development

Recent developments in life sciences research: Role of bioinformatics

Life sciences research and development has opened up new challenges and opportunities for bioinformatics. The contribution of bioinformatics advances made possible the mapping of the entire human genome and genomes of many other organisms in just over a decade. These discoveries, along with current efforts to determine gene and protein functions, have improved our ability to understand the root causes of human, animal and plant diseases and find new cures. Furthermore, many future Bioinformatic innovations will likely be spurred by the data and analysis demands of the life sciences. This review briefly describes the role of bioinformatics in biotechnology, drug discovery, biomarkerdiscovery, biological databases, bioinformatic tools, bioinformatic tasks and its application in life sciences research

Healing Enchantment : How Does Angel Healing Work?

Peer reviewe

Dualism, Physicalism, and Professional or Alternative Health Seeking: A Gendered Perspective

Evidence supporting a range of 6-14 years between mental illness symptom recognition and psychological help seeking has spurred a substantial interest in help seeking barriers. The present study suggests that mind and body dualism, the perceiving of the mind as an entity distinct from the body, is one such barrier to help seeking. Despite the fact that beliefs in mind-body dualism or its opposite, that of physicalism, are evident in virtually all human cultures and religions, surprisingly little is known about the psychological and behavioral implications of holding such beliefs. An exception to this disparity is a study that demonstrated a connection between dualism and decreased engagement in healthy behaviors, such as exercise and eating habits (Forstmann et al., 2012). The aim of the present study was to expand on these findings by investigating the effects of mind-body beliefs and gender on attitudes towards professional psychological help and holistic or alternative medicines. In accordance with my hypothesis, a MANOVA indicated a main effect of gender, such that women felt more positively than men about seeking professional help for their own mental health problems as well as about the general value of therapy for others. A secondary analysis indicated that participants who self-identified as Jewish felt significantly more positive about psychotherapeutic treatment compared to Christian, Hindu, and Buddhist religious groups. Future research should continue to examine the links between mind-body ideologies, religion, culture, and help seeking through a large-scale correlational analysis utilizing naturally occurring mind-body beliefs