
Investigating Multi-Perceptron Neural Networks for Stress Detection Using EEG and ECG
Nour Boulos, Patricia Krisanti, Lauren Altomare, Najma Sultani, Heraa Muqri

AI For Emotional Wellbeing: Designing an NLP-based Mental Health Chatbot
Uma Maheshwari, Raemil Comiel, Sonal Parmar, Jharana Adhikari, Aparna Suresh

Predictive Models on the Therapeutic Effects of Diverse Music Repertoires on Mental Health
Joey Qiao, Cindy Qiao

Enhancing Wellbeing: An AI-Driven Stress Level Identifier
Rima Rajan, Arvind R. Rajan

Machine Learning in Neurological Disorders: A Comprehensive Review of Diagnostic and Predictive Applications
Saivenkat Jilla, Peter Macdonald, Jamal Khattak, Nicole Go, Mehul Sharma

Imposter Syndrome Comparison Map
Aanal Kamleshkumar Patel, Bimal Kumar Shrestha, Danilo Diaz, Ernie sumoso, Jayachandran Saravanan

Using Interactive Games as Tools for Gauging Anxiety
Nina Geng, Mona Filali, Siddharth Gollapudi

Using Machine Learning and Deep Learning for Depression Detection on Social Media
Sivabalan Sandh Muthurajan, Qiuyu Huang, Cyrus Y. H. Fung, Peizhe Guan

Deciphering Depression: A Multivariate Analysis of Influential Factors and Their Relationships
Jyotsna Sehgal, Nguyen Quoc Phuc Nguyen, Sandip Poudel, Francis Neal Altares, Kinjal Jha

Model Based Severity Analysis of Mental Health Issues Using NLP and Sentiment Analysis On Social Media Data (SENTI-SEV)
Huu Duc Ngo, Ghizlane Ez-Zarrad, Kit Hung Woo, Muhammad Shahzaib Vohra, Surendrapalsingh Jhiout

Advanced Machine Learning Techniques for Early Detection and Classification of Depression and Suicidal Tendencies on Social Media
Guruprasad Tandlekar

Assessment of Depression Symptoms and Severity Levels in a Clinical Sample: A Comprehensive Analysis
Jignesh Bejjagam, Anil Sah Baniya, Sithara Sekar, Krisha Lungeli Magar, Andres Viana

Utilizing Deep Learning Techniques for Mental Disorder Prediction and Support Using Reddit Data
Arshdeep Kaur, Pratheepan Gunaratnam, Jungyu Lee, Alejandro Akifarry, Sirada Thoungvitayasutee

Quantifying Childhood Trauma: Causal Machine Learning Approaches to Mental Health Outcomes
Christopher Ewanik, Rehman Tariq, Zaid Ahmed, Abeer Ahmed

Social Media: The Influencer of Mental Health
Yeonjae Oh, Milanda Luo, Ying Wa Ng

Improving Prediction Adherence to Mental Health Treatment Programs Using Machine Learning Algorithms
Priyanka Kothapalli, Keerthana Amalanathan Valarmathi, Sai Kiran Pilli, Shreya Gopikrishnan Nair, Sharath Mohan

Exploring the Intersection of Autism Spectrum Disorder and Mental Health Through a Mixed-Method Analysis
Edson Kenzo Takei, Aleeya Irshad, Sidney Liu, Zainab Ansari, Aboud Jalal

Exploring the Intersection of Autism Spectrum Disorder and Mental Health Through a Mixed-Method Analysis
Edson Kenzo Takei, Aleeya Irshad, Sidney Liu, Zainab Ansari, Aboud Jalal

Quantifying Childhood Trauma: Causal Machine Learning Approaches to Mental Health Outcomes
Christopher Ewanik, Rehman Tariq, Zaid Ahmed, Abeer Ahmed

Improving Prediction Adherence to Mental Health Treatment Programs Using Machine Learning Algorithms
Priyanka Kothapalli, Keerthana Amalanathan Valarmathi, Sai Kiran Pilli, Shreya Gopikrishnan Nair, Sharath Mohan