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Scholarly Works

Our Publications

Exploring the intersection of nursing science, clinical psychiatric protocols, and digital health innovations. All scientific articles are published in esteemed, peer-reviewed international journals.

Systematic Review NLP & Mental Health

Feelings behind words: A systematic review on how effective is NLP-based assessment for mental health diagnosis in human studies

NLP-based AI holds promise for mental health diagnostics in clinical settings, but it requires interactive models, clear clinical targets, diverse real-world data, broad cohort inclusion, balanced and standardised validation, and culturally adaptive models.

Published in Peer-Reviewed Journal • UI/UX & Clinical AI Access Full Article open_in_new
Web Application Evaluation Digital Health

Empowering cadres: the impact of KEPITING, a web-based application on stunting knowledge and attitudes

A web-based platform enhances cadre knowledge and attitudes but requires usability enhancements for optimal impact, which highlights the importance of digital tools in stunting interventions and suggests areas for future research focusing on usability and long-term efficacy.

Published in Health Informatics • Mobile & Web Interventions Access Full Article open_in_new
Standardized Protocol Clinical Nursing

Psychiatric Nurse-Led Assertiveness Therapy: A Standardized Protocol for the Reduction of Violent Behavior in Schizophrenia

A five-session nurse-led assertiveness training combined with standard care significantly enhanced hospitalized schizophrenia patients' ability to recognize and control violent behavior, resulting in robust reductions in their overall behavioral symptoms.

Published in Clinical Psychiatry • Intervention Protocol Access Full Article open_in_new
Development & Evaluation VR Therapy Open Access PDF

Improving or worsening?: the development and evaluation of a VR-based psychotherapy to bullying victims and perpetrators in school adolescents

A four-session VR-based emotional regulation intervention reduced self-perceived bullying behaviors among adolescents, particularly males. However, it also increased self-reported emotional difficulties, likely by enhancing self-awareness of bullying experiences. Overall, students rated the VR module positively, suggesting that VR may be an effective anti-bullying tool when combined with appropriate counseling and support services.

Published in JNERS (Universitas Airlangga) • School Mental Health & VR Intervention Access Full Article open_in_new

Frequently Asked Questions

What types of publications can I find on this page?

This page features peer-reviewed scientific publications, evaluations of digital systems, and clinical study research across psychiatric nursing and AI.

Are all publications peer-reviewed?

Yes, all scientific publications listed are from esteemed international journals (ranking Q1 to Q3).

Can I access full articles here?

Yes, each publication contains a direct "Access Full Article" link leading directly to the publisher's portal or full PDF repository.

How often is this page updated?

The publications list is updated dynamically as new research outcomes, web evaluations, or clinical protocols are published.

What research topics does Gimanaya focus on?

Gimanaya specializes in natural language processing (NLP), psychiatric and mental health nursing, implementation science, and nursing informatics.

Is there contact information for collaboration?

Absolutely! Reach out via the "Connect" button in the navigation header or use the contact details in the footer to start a discussion.