Larger models yield better results? Streamlined severity classification of ADHD-related concerns using BERT-based knowledge distillation. by Ahmed Akib Jawad Karim, Kazi Hafiz Md Asad, Md Golam Rabiul Alam

“…After the model creation, we applied the resulting model, LastBERT, to a real-world task-classifying severity levels of Attention Deficit Hyperactivity Disorder (ADHD)-related concerns from social media text data. …”
Get full text

Caffeine consumption during pregnancy and ADHD at the age of 11 years: a birth cohort study by Tiago N Munhoz, Iná S Santos, Alicia Matijasevich, Luciana Anselmi, Bianca Del-Ponte, Luciana Tovo-Rodrigues

“…The objective of the present study was to evaluate the association between maternal consumption of caffeine during pregnancy and attention deficit hyperactivity disorder (ADHD) at the age of 11 years.Methodology All children born in the city of Pelotas, Brazil, during the year 2004, were selected for a cohort study. …”
Get full text

Emotion dysregulation in adolescents is normalized by ADHD pharmacological treatment by Krisztina Kondi, Mária Takács, Evelyn Kovács-Posta, Claudia Szajli, Tünde Sebők-Welker, János M. Réthelyi, Nóra Bunford

“…Abstract Background Attention-deficit/hyperactivity disorder (ADHD) is associated with emotion dysregulation (ED) and in ADHD, beyond ADHD and comorbidity severity, ED confers increased risk for negative outcomes. …”
Get full text

A novel framework to predict ADHD symptoms using irritability in adolescents and young adults with and without ADHD by Saeedeh Komijani, Dipak Ghosal, Manpreet K. Singh, Julie B. Schweitzer, Julie B. Schweitzer, Prerona Mukherjee, Prerona Mukherjee

“…BackgroundAttention Deficit Hyperactivity Disorder (ADHD) is a common neurodevelopmental disorder in children and adolescents characterized by persistent patterns of hyperactivity, impulsivity, and inattentiveness. …”
Get full text

The prevalence and associated disability burden of mental disorders in children and adolescents in China: a systematic analysis of data from the Global Burden of Disease StudyResea... by Wanyue Dong, Yunning Liu, Ruhai Bai, Lei Zhang, Maigeng Zhou

“…Among mental disorders, attention-deficit/hyperactivity disorder had the highest age-standardized prevalence, at 3.6% (3.0, 4.5). …”
Get full text