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Posts by Science at the Child Mind Institute
π£We are excited to partner with Women in Data Science (WiDS), Ann S. Bowers Womenβs Brain Health Initiative, Weill Cornell Medicine, Cornell University, and UC Santa Barbara for the 2025 @kaggle.com WiDS Datathon!
#DevelopingBrain #MentalHealth #OpenScience #MRI #MachineLearning #WomenInScience
4οΈβ£ ππ§π«ππ―ππ₯π’π§π ππ‘π ππ²π¬πππ«π’ππ¬ π¨π ππ‘π π ππ¦ππ₯π ππ«ππ’π§ ππ₯π¨πππ₯ ππ‘ππ₯π₯ππ§π π π§ in partnership with Women in Data Science aims to map brain functional connectomes to ADHD diagnoses in children and adolescents. The development of gender-sensitive assessment approaches is crucial for improving diagnostic accuracy.
3οΈβ£ ππ§π«ππ―ππ₯π’π§π ππ‘π ππ²π¬πππ«π’ππ¬ π¨π ππ‘π π ππ¦ππ₯π ππ«ππ’π§ ππ§π’π―ππ«π¬π’ππ² ππ‘ππ₯π₯ππ§π π π§ in partnership with Women in Data Science aims to estimate childrenβs age from functional connectomes extracted from fMRI recordings of brain activity during resting state.
2οΈβ£ ππ«π¨ππ₯ππ¦πππ’π ππ§πππ«π§ππ ππ¬π ππ¨π¦π©πππ’ππ’π¨π§ π»in partnership with Dell Technologies and NVIDIA AI aims to develop a predictive model that analyzes children's physical activity and fitness data to identify early signs of problematic internet use.
1οΈβ£ ππππππ ππ₯πππ© ππππππ¬ ππ¨π¦π©πππ’ππ’π¨π§ π΄ aims to enhance researchers' ability to analyze accelerometer data for sleep monitoring, enabling large-scale studies of sleep. Efforts are currently underway to integrate one of the Kaggle models into our analysis pipelines.
www.kaggle.com/competitions...
π£ We are committed to #OpenScience by actively engaging diverse communities in #mentalhealth data exploration and analysis.
π€ In the past year, the Child Mind Institute has organized and co-hosted four @kaggle.com competitions, leveraging #OpenData from the Healthy Brain Network. Join the challenges and hone your data science skills! π§΅
#DevelopingBrain #DataScience #Actigraphy #MRI #MachineLearning #WomenInScience
β‘οΈ Interested in learning about HBN and accessing the data? Find out more at fcon_1000.projects.nitrc.org/indi/cmi_hea...
π§ HBN openly shares de-identified data with investigators worldwide to accelerate discoveries, including phenotypic, MRI, EEG, and eye-tracking data from children and adolescents.
π€ HBN uses a community-referred recruitment model by encouraging participation of families who have concerns about mental health or learning in their children and by offering no-cost diagnostic evaluations. We thank all the families that have participated in the HBN study since 2015!
π‘ @childmindinstitute.bsky.social focuses on enhancing the understanding, diagnosis, and treatment of mental health and learning disorders in children and adolescents.
The Healthy Brain Network (HBN) at the Child Mind Institute is committed to #OpenScience by making all collected phenotypic and neuroimaging data openly available! π§΅
#Brain #DevelopingBrain #OpenData #DataScience #MentalHealth #Neuroimaging #AI #MachineLearning