Deep Learning for Cross-Diagnostic Prediction of Mental Disorder Diagnosis and Prognosis Using Danish Nationwide Register and Genetic Data.
Sign Up to like & getrecommendations! Published in 2022 at "JAMA psychiatry"
DOI: 10.1001/jamapsychiatry.2022.4076
Abstract: Importance Diagnoses and treatment of mental disorders are hampered by the current lack of objective markers needed to provide a more precise diagnosis and treatment strategy. Objective To develop deep learning models to predict mental… read more here.
Keywords: diagnosis; cross diagnostic; prediction; mental disorder ... See more keywords
New Zealand (Aotearoa) clinicians' perspectives on the utility of the ICD-11 personality disorder diagnosis.
Sign Up to like & getrecommendations! Published in 2023 at "Personality and mental health"
DOI: 10.1002/pmh.1582
Abstract: The ICD-11 has now taken effect and includes a new dimensional personality disorder (PD) diagnosis. The current study aimed to examine Aotearoa/New Zealand practitioners' perceptions of the clinical utility of the new PD system. A… read more here.
Keywords: disorder diagnosis; utility; personality disorder; icd ... See more keywords
MVS-GCN: A prior brain structure learning-guided multi-view graph convolution network for autism spectrum disorder diagnosis
Sign Up to like & getrecommendations! Published in 2022 at "Computers in biology and medicine"
DOI: 10.1016/j.compbiomed.2022.105239
Abstract: PURPOSE Recently, functional brain networks (FBN) have been used for the classification of neurological disorders, such as Autism Spectrum Disorders (ASD). Neurological disorder diagnosis with FBN is a challenging task due to the high heterogeneity… read more here.
Keywords: disorder diagnosis; brain; mvs gcn; network ... See more keywords
Deep learning for brain disorder diagnosis based on fMRI images
Sign Up to like & getrecommendations! Published in 2020 at "Neurocomputing"
DOI: 10.1016/j.neucom.2020.05.113
Abstract: Abstract In modern neuroscience and clinical study, neuroscientists and clinicians often use non-invasive imaging techniques to validate theories and computational models, observe brain activities and diagnose brain disorders. The functional Magnetic Resonance Imaging (fMRI) is… read more here.
Keywords: disorder diagnosis; brain disorder; deep learning; brain ... See more keywords
Smart Low Level Laser Therapy System for Automatic Facial Dermatological Disorder Diagnosis
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Journal of Biomedical and Health Informatics"
DOI: 10.1109/jbhi.2023.3237875
Abstract: Computer-aided diagnosis using dermoscopy images is a promising technique for improving the efficiency of facial skin disorder diagnosis and treatment. Hence, in this study, we propose a low-level laser therapy (LLLT) system with a deep… read more here.
Keywords: system; diagnosis; low level; disorder diagnosis ... See more keywords
'It opened my eyes': Parents' experiences of their child receiving an anxiety disorder diagnosis.
Sign Up to like & getrecommendations! Published in 2022 at "Clinical child psychology and psychiatry"
DOI: 10.1177/13591045221088708
Abstract: Anxiety disorders are the most common mental health disorders among children, however there is limited guidance on the process of assessing child anxiety disorders and sharing diagnostic outcomes with families. This study aimed to identify… read more here.
Keywords: opened eyes; disorder diagnosis; anxiety disorder; anxiety ... See more keywords