Enquire Now

This category captures the publications (Scientific and evidence based) developed by Society for Energy & Emotions (SEE) or by cofounders of SEE & Wellness Space

Predicting suicidal behavior among Indian adults using childhood trauma, mental health questionnaires and machine learning cascade ensembles

We are happy to share our recent conference presentation at Society of Energy & Emotions, along with Indian Institute of Technology, Mandi that seeks to predict suicidal behaviour among Indian adults using Childhood Trauma, Mental Health Questionnaires & Machine Learning Cascade. The abstract of the research that is accepted at Comsys 2023 is mentioned below: Abstract. Among young adults, suicide is India's leading cause of death, accounting for an alarming national suicide rate of around 16%. In recent years, machine learning algorithms have emerged to predict suicidal behavior using various behavioral traits. But to date, the efficacy of machine

Predicting suicidal behavior among Indian adults using childhood trauma, mental health questionnaires and machine learning cascade ensembles2025-05-21T12:59:54+05:30

Publication-Effect of Various Lengths of Respiration on Heart Rate Variability during Simple Bhramari (Humming)

Effect of Various Lengths of Respiration on Heart Rate Variability during Simple Bhramari (Humming) Heart rate variability (HRV) is a physiological phenomenon that measures the variation in time between successive heartbeats. High HRV is associated with a healthy and flexible autonomic nervous system, reflecting the body's ability to adapt to different situations. It is often seen in individuals with good cardiovascular health and resilience to stress. On the other hand, low HRV may indicate a less adaptive autonomic nervous system and can be associated with various health issues, such as cardiovascular disease, chronic stress, or other conditions affecting autonomic function.

Publication-Effect of Various Lengths of Respiration on Heart Rate Variability during Simple Bhramari (Humming)2025-05-21T12:26:46+05:30

Publication: The Insidious Nature of Childhood Emotional Abuse

Publication: The insidious nature of childhood emotional abuse (India research) Emotional abuse is an often overlooked aspect when it comes to addressing childhood trauma. Its insidious and subjective nature makes it difficult to assess and resolve. The publication covers emotional abuse and its impact and aims to spread the much-needed awareness about it for parents, mental health professionals and educators. Details of the full paper are on the journal website HERE.  A high-level summary is captured below. Authors: Riri G Trivedi, Research Scholar, JJT University, India. ([email protected]) Dr Anita Kumar, ([email protected]) Hema Ramani, Ph.D. ([email protected]) Gunjan Y Trivedi, Ph.D. ([email protected])

Publication: The Insidious Nature of Childhood Emotional Abuse2025-05-21T12:52:08+05:30

Publication-A pilot study to understand the presence of ACE in adults with post-traumatic stress disorders at a well-being centre in India.

A pilot study to understand the presence of ACE in adults with post-traumatic stress disorders at a well-being centre in India. We are happy to share our recent publication that highlights the linkage between Post-Traumatic Stress Disorder (PTSD) and childhood trauma (Adverse Childhood Experiences or ACEs), based on our work at the Society for Energy & Emotions, Wellness Space. The paper highlights the linkage between Childhood trauma and PTSD. Inner child and PTSD. Abstract Background Though there is adequate evidence linking specific Adverse Childhood Experiences (ACEs) and the risk of Post-Traumatic Stress Disorder (PTSD), the availability of evidence

Publication-A pilot study to understand the presence of ACE in adults with post-traumatic stress disorders at a well-being centre in India.2023-11-04T18:28:07+05:30

Conference Publication – Predicting Adverse Childhood Experiences via Machine Learning Ensembles

Predicting Adverse Childhood Experiences via Machine Learning Ensembles Recently, we collaborated with the Indian Institute of Technology Mandi team to understand if predicting exposure to childhood trauma (Adverse Childhood Experiences-ACEs) is possible without directly asking questions about specific ACEs. We found that by understanding specific internalization experiences (such as well-being, depression and anxiety, sleep quality) and externalizing behaviours (such as suicide behaviour, ability to focus, history of self-harm, etc.), it is possible to understand if the individual has been exposed to low or high ACE level. The findings affect psychotherapists, psychologists and psychiatrists since many people take the time or

Conference Publication – Predicting Adverse Childhood Experiences via Machine Learning Ensembles2025-05-21T15:15:54+05:30

Wellness Space

Therapy and Coaching

Office

Wellness Space — 119c Swastik Society,
Navrangpura, Ahmedabad – 380009
Gujarat, India

Our Services
Our Company
Download Brochure

Copyright © 2025 Wellness Space

Terms & Condition |  Privacy Policy

Refund Policy

Go to Top