Olufemi E Idowu, Jeuel O Idowu, Oluwatobiloba C Badmus
Improving access to pediatric hydrocephalus care for all: the role of maternal health literacy and socioeconomic status
Journal of neurosurgery. Pediatrics
attention deficit hyperactivity disorder adhd prevalent neurodevelopmental disorder significantly affects children adults worldwide characterized persistent inattention hyperactivity impulsivity current research field faces challenges particularly accurate diagnosis effective treatment strategies analysis motor information enriched artificial intelligence methodologies plays vital role deepening understanding improving management adhd integration ai techniques machine learning data analysis study adhdrelated motor behaviors allows nuanced understanding disorder approach facilitates identification patterns anomalies motor activity often characteristic adhd thereby contributing precise diagnostics tailored treatment strategies approach focuses utilizing ai techniques deeply analyze patients motor information cognitive processes aiming improve adhd diagnosis treatment strategies adhd dataset model significantly improved accuracy 9821 recall 9386 especially excelling eeg data processing accuracy recall rates 9662 9521 respectively demonstrating precise capturing adhd characteristic behaviors physiological responses results reveal great potential model improving adhd diagnostic accuracy developing personalized treatment plans also open new research perspectives understanding complex neurological logic adhd addition study suggests innovative perspectives approaches adhd treatment also provides solid foundation future research exploring similar complex neurological disorders providing valuable data insights scientifically important improving treatment outcomes patients quality life points way futureoriented medical research clinical practice