| Vol-3521 urn:nbn:de:0074-3521-3 Copyright © 2023 for the individual papers by the papers' authors. Copyright © 2023 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

# DSTNDS 2023
Data Science Techniques for Datasets on Mental and Neurodegenerative Disorders 2023

### Proceedings of the Workshop on Data Science Techniques for Datasets on Mental and Neurodegenerative Disorders (DSTNDS 2023)
co-located with SDS23 IEEE Swiss Conference on Data Science (IEEESDS 2023)

### Zürich, Switzerland, June 22, 2023.

Edited by

### Vincenzo Dentamaro *
Mah Parsa +
Lauren Erdman -

* University of Bari Aldo Moro, Faculty of Computer Science, Via Orabona 4, 70121, Bari Italy
+ McGill University, Montréal, Quebec, Canada
+ University of Toronto, Toronto, Ontario, Canada

## Table of Contents

- Preface
  Summary: There were 10 papers submitted for peer-review to this workshop. Out of these, 5 papers were accepted for this volume, all 5 as regular papers.

### Accepted Papers

- Childhood Adversity’s Impact on Dynamic Mental Health During and Post Pregnancy 1-17
  Jennifer Yu, Mai Ali, Rui Zhu, Parinita Edke, Anna Goldenberg
- Handwriting Task-Selection based on the Analysis of Patterns in Classification Results on Alzheimer Dataset 18-29
  Vincenzo Gattulli, Donato Impedovo, Giuseppe Pirlo, Gianfranco Semeraro
- An Approach using transformer architecture for emotion recognition through Electrocardiogram Signal(s) 30-52
  Vincenzo Dentamaro, Donato Impedovo, Luigi A. Moretti, Giuseppe Pirlo, Prem K. Suresh
- Assessment of Stress Levels using technological tools: A Review and Prospective Analysis of Heart Rate Variability and Sleep Quality Parameters 53-72
  Elena Sblendorio, Valentina Simonetti, Dania Comparcini, Donatella D’Accolti, Francesco Germini, Guglielmo Imbriaco, Alessio Lo Cascio, Alessandra Milani, Daniele Napolitano, Ahmad Israr, Giancarlo Cicolini
- A benchmarking study of deep learning techniques applied for breath analysis 73-83
  Vincenzo Dentamaro, Paolo Giglio, Donato Impedovo, Luigi A. Moretti, Giuseppe Pirlo, Elena Sblendorio

2023-10-11: submitted by Vincenzo Dentamaro, metadata incl. bibliographic data published under Creative Commons CC0
2023-10-24: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|