Vol. 16 No. 4 (2025): Volume 16, Issue 4

View Vol. 16 No. 4 (2025): Volume 16, Issue 4

In this issue, we include works originating from Europe, Asia, Africa, and North America. The authors represent academic institutions and research centers from Romania, Italy, Spain, Czech Republic, Bulgaria, Turkey, Saudi Arabia, Pakistan, Algeria, Finland, the United Arab Emirates, Ukraine, Hungary, Slovakia, Israel, Switzerland, and the United States.
The structure of the journal, organized into four major categories, reflects the breadth and emerging directions of contemporary research.
A. Artificial Intelligence, Society & Digital Innovation
B. Neurosciences in the Age of Al
C. Biomedical & Clinical Al Applications
D. Psychology, Psychotherapy, Clinical Neuroscience & Mental Health

DOI: https://doi.org/10.70594/brain/16.4

Published: 2025-12-05

Table of Contents

Information for Authors

Artificial Intelligence, Society & Digital Innovation

Empowering Vulnerable Children Through AI: A Participatory Study from Central Europe

Alois Daněk, Jarmila Klugerová, František Vlach (Author)
- PDF
- Overview Video
Emotional and Social Competencies of Artificial Intelligence: Measurement, Results, and Insights

Ana Todorova, Irina Kostadinova, Svetlana Stefanova (Author)
- PDF
- Overview Video
Analysis of High School Students' Attitudes Towards Artificial Intelligence and Optimisation Directions

Simona Maria Glaveanu, Roxana Maier (Author)
- PDF
- Overview Video
Automating the Attendance Tracking Process in Educational Institutions

Daniel Damyanov, Ivaylo Donchev (Author)
- PDF
- Overview Video
Metasystem Transitions in Education: Human-AI Interactions as Catalysts for Computational Thinking

Yevgeny Patarakin, Anna Korchak, Vasiliy Burov, Jamie Costley (Author)
- PDF
- Overview Video
A Decision Tree-Based Data Mining Approach to Estimating Dental Tourists’ Satisfaction State

Gamze Köse, Osman Eralp Çolakoğlu (Author)
- PDF
- Overview Video
Robust Sentiment Analysis Through Bayesian Dropout-Enhanced RoBERTa-LSTM

Soufien Jaffali (Author)
- PDF
- Overview Video
Hate Speech Identification in Formal and Informal Social Media Text Using RoBERTa-Base and XLM-RoBERTa-Base Models

Husnain Saleem, Muhammad Javed, Junaid Khan (Author)
- PDF
- Overview Video
Adaptive Hybrid Heuristic for TSPTW Under Dynamic Real-World Constraints

Cezar Marian Papara, Valer Niminet (Author)
- PDF
- Overview Video
CARL-ODD: A Vision Benchmark Dataset of Asia for On-Road Vehicle Detection and Recognition

Sarmad Shafique, Samia Abid, Faisal Riaz, Bilal Ahmed, Mubeen Javaid Khan, Usama Younis, Ameer Hamza (Author)
- PDF
- Overview Video
Workbench Review for Biometrics Face Verification Systems Analysis Studies

Mohamed Soltane, Mourad Oussalah, Aissa Belmeguena (Author)
- PDF
- Overview Video

Neuroscience in the Age of Artificial Intelligence

Using AI Technologies and Digital Learning Tools in Professional Education of Master’s Students: Neuroscientific Aspects and Educational Innovations

Serhii Yashchuk, Yuliia Kolisnyk-Humeniuk, Tetiana Shvets, Vasyl Shunkov, Dmytro Kuiavets, Svitlana Gvozdii, Borys Maksymchuk (Author)
- PDF
- Overview Video
Analysis of Consumer Decision on E-Commerce Platforms with Video Advertising and Brain Data

Sakthi R. Velammal, A. Leo, Ruchit Kumar Kuncha, Ruthvik Kumar Kuncha, Martina Rani (Author)
- PDF
- Overview Video
Physical Education and Sports as Strategic Priorities for Sustainable Social Development: A Neuropsychological Aspect

Borys Maksymchuk, Olena Pavliuk, Viktor Romanenko, Vita Vorona, Volodimir Yakovliv, Roman Fedoryschak (Author)
- PDF
- Overview Video
Neurobehavioural Effects of Fear Conditioning: Linking Freezing Behaviour to Prefrontal EEG Patterns

Andrei Teodor Bratu, Florin Zamfirache, Gabriela Narcisa Prundaru, Cristina Dumitru, Beatrice Mihaela Radu (Author)
- PDF
- Overview Video
Neuroentropy and Consciousness: A Meta-Analytic Review

José Luis Díaz Palencia (Author)
- PDF
- Overview Video

Biomedical and Clinical Artificial Intelligence Applications

Gliosarcoma in Adults: A Ten-Case Single-Center Analysis of Clinical Presentation, Imaging, and Pathology

Ana Maria Dumitrescu, Simona Alice Partene Vicoleanu, Ana Maria Slănină, Nicoleta Loredana Hilițanu, Ana Maria Haliciu, Crînguța Mariana Paraschiv, Roxana Gabriela Cobzaru, Ruxandra Teodora Stan, Claudia Florida Costea, Lucia Corina Dima Cozma, Ana Marina Rădulescu, Raoul Vasile Lupușoru, Carmen Valerica Rîpă (Author)
- PDF
- Overview Video
Neurological Implications of T.gondii and the Role of Artificial Intelligence in Parasitic Psychiatry

Ana Maria Dumitrescu, Irina Florentina Bușilă, Alexandru Misailoaie, Ana Marina Rădulescu, Carmen Valerica Rîpă, Luminița Smaranda Iancu, Claudia Florida Costea, Crînguța Mariana Paraschiv, Lucia Corina Dima Cozma, Roxana Mihaela Barbu, Valeriu Aurelian Chirica, Roxana Gabriela Cobzaru (Author)
- PDF
- Overview Video
Integrating Psychoneuroimmunological Factors into AI-Driven Risk Stratification for Cervical Intraepithelial Neoplasia:A Mixed Bibliometric and Empirical Study from Northern Romania Focusing on Depression and Anxiety

Ecaterina Tomaziu Todosia (Anton), Gabriel Dăscălescu, Alin Ciobica, Cristina Albert, Mihaela Tomaziu Todosia, Ioana-Sadiye Scripcariu, Mihaela Poroch, Gabriel Ioan Anton, Cristian Bucsineanu, Demetra Gabriela Socolov (Author)
- PDF
- Overview Video
The Accuracy of Artificial Intelligence to Support Multimodal Management and Prediction of Gestational Diabetes

Catalina Georgiana Tudor, Daniel Vasile Timofte, Oana Viola Badulescu, Alin Ciobica, Tudor Ciobotariu, Anastasia Melania Mihalache, Iustina Petra Solomon-Condriuc, Razvan Cosmin Tudor, Bogdan Doroftei (Author)
- PDF
- Overview Video
Pleomorphic Adenoma of the Parotid Gland – Histopathological, Neurological, Intraoperative and Machine Learning Insights

Cristian Niky Cumpătă, Cristina Maria Munteanu, Anca Mihaela Predescu, Ciprian Laurențiu Pătru, Alexandru Dan Popescu, Cătălina Alexandra Iacov, Cristina Jana Busuioc, Oprea Valentin Bușu, Elena Cristina Andrei, Eugen Georgescu, Marina Amărăscu, Ilona Mihaela Liliac (Author)
- PDF
- Overview Video
Artificial Intelligence in Oral and Maxillofacial Oncology: AI-Driven Histopathological, Imaging, and Surgical Insights into Oral Squamous Cell Carcinoma

Cristian Niky Cumpătă, Anca Mihaela Predescu, Larisa Pătru, Maria Totan, Cristina Maria Munteanu, Oprea Valentin Bușu, Ilona Mihaela Liliac, Elena Cristina Andrei, Marina Amarascu, Ciprian Laurențiu Pătru (Author)
- PDF
- Overview Video
Schizophrenia and Oral Health: A Comorbidity Model Integrating Oxidative Stress, Nutrition and Perspectives for Predictive Artificial Intelligence

Ecaterina Burlui, Cristina Albert, Vasile Burlui, Alin Ciobica, Gabriel Dascalescu, Malina Visternicu, Ioana Miruna Balmus (Author)
- PDF
- Overview Video
An Extended Personalised Chemotherapy Response Model Incorporating Inflammation and Individual Variability in Childhood Acute Lymphoblastic Leukemia

Utku Köse, Gözde Özkan Tükel, İlhan Uysal, Emine Betül Sürücü, Osman Ceylan, Muhammet Enes Karataş, Ahmet Koca, Ömer Faruk Yılmaz (Author)
- PDF
- Overview Video
Retrospective Histopathological Aspects in the Recurrence of Bladder Tumours Following TUR-B: Insights into Progression and Regression Patterns, Computational Aspects and the Relevance of AI

Bogdan Novac, Alin Ciobica, Radu Zara, Ion Chiriac, Marcel Agachi, Otilia Novac (Author)
- PDF
- Overview Video

Psychology, Psychotherapy, Clinical Neuroscience & Mental Health

Responsible AI Integration Framework for Psychotherapy

Shlomo Mendlovic (Author)
- PDF
- Overview Video
A New Preliminary Model for Studying the Interconnection Between Nutrition and Neuropsychiatric Symptoms: Design and Impact Assessment

Lucia Blendea, Ancuta Andreea Miler, Malina Visternicu, Ioan Gotca, Judit Csabai, Bogdan Novac, Otilia Novac, Anca Trifan, Daniel Vasile Timofte (Author)
- PDF
- Overview Video
Challenge of Aesthetic's Toll: A Review of Biosemiotics Perspective

Cristina Stanescu, Camelia Tamas, Anamaria Ciubara (Author)
- PDF
- Overview Video
Empathy and the Human-Moment Gaps of AI Chatbots: Insights from Empathy Displacement Theory

Victor Frimpong (Author)
- PDF
- Overview Video
Exploring the Link Between Emotional Intelligence and Academic Performance in Middle School Students: A Case Study

Cristina Dumitru, Mariana Anagnoste, Beatrice Mihaela Radu (Author)
- PDF
- Overview Video
The Integrated Spiritual Intelligence Scale (ISIS): Examining Psychometric Properties and Measurement Invariance in a Sample of Romanian Employees

Dumitru Daniel Ionașcu, Maria Diana Piele, Ion Ovidiu Panisoara, Iuliana Mihaela Lazăr (Author)
- PDF
- Overview Video
Integrative Modular Psychotherapy During Psychiatric Hospitalisation for Severe Major Depression with Suicide Risk: A Case Report

Sebastian Mihai Armean, Romulus Dan Nicoară, Codruța Alina Popescu (Author)
- PDF
- Overview Video
Forty Years of Knowledge Development on Emotional Abuse and Suicide – AI-Assisted Bibliometric and Empirical Insights

Loredana Ileana Vîșcu, Ioana Eva Cădariu, Edward Watkins Jr. Clifton, Alina Cristina Constantin, Cristian Delcea, Costel Vasile Siserman (Author)
- PDF
- Overview Video
Improving the Mental and Physical Capabilities of University Students in the Context of Using Art Therapy

Inha Poliluieva, Tetiana Marchak, Victoriia Naichuk, Nina Liesnichenko, Yevheniia Kocherha, Pavlo Kuts (Author)
- PDF
- Overview Video
Antepartum Depression Scale Construction Validation and Standardisation

Gheorghe Mihail Banariu, George Neagoe, Mihaela Rus, Cristian Delcea, Adriana Campeanu, Silvia (Izvoranu) Onuc, Vlad Tica (Author)
- PDF
- Overview Video
Perceptions of the Relationship Between Stress and Sexual Desire: Gender Differences

Andrea Müller-Fabian, Cristian Delcea (Author)
- PDF
- Overview Video
Generating a Model of Computational Correlation Between Lithiasis and Diet: Insights into Anthropometric Predictors and the Exploratory Role of AI

Mihaela Nikolic, Roxana Lazăr, Marius Ivănuță, Dorel Ureche, Mircea Nicușor Nicoară, Ramona Alexandra Ciaușu, Ancuța Andreea Miler, Paul Corneliu Boișteanu (Author)
- PDF
- Overview Video
Self-Harming Behaviour in Young Adults in the Context of Cloninger’s Psychobiological Model of Temperament

Slavka Demuthova, Zuzana Rojkova (Author)
- PDF
- Overview Video
Physiological and Behavioural Responses of Animals to Human Emotions: They Suffer, Too

Vincenzo Mastronardi, Monica Calderaro, Ionuț Virgil Șerban, Camilla Fruet, Beatrice Marra (Author)
- PDF
- Overview Video