[HTML][HTML] Automated neonatal nnU-Net brain MRI extractor trained on a large multi-institutional dataset
Brain extraction, or skull-stripping, is an essential data preprocessing step for machine
learning approaches to brain MRI analysis. Currently, there are limited extraction algorithms …
learning approaches to brain MRI analysis. Currently, there are limited extraction algorithms …
Development of neonatal connectome dynamics and its prediction for cognitive and language outcomes at age 2
The functional brain connectome is highly dynamic over time. However, how brain
connectome dynamics evolves during the third trimester of pregnancy and is associated with …
connectome dynamics evolves during the third trimester of pregnancy and is associated with …
The Infant Brain: A Critical Antecedent of Psychiatric Risk
MN Spann, C Rogers - Biological Psychiatry, 2023 - biologicalpsychiatryjournal.com
Infancy is the time of the most rapid brain development and may be one of the most critical
times for psychiatric risk. During infancy, the human brain reaches peak synaptic density (1 …
times for psychiatric risk. During infancy, the human brain reaches peak synaptic density (1 …
[HTML][HTML] Brain-phenotype predictions can survive across diverse real-world data
Recent work suggests that machine learning models predicting psychiatric treatment
outcomes based on clinical data may fail when applied to unharmonized samples …
outcomes based on clinical data may fail when applied to unharmonized samples …
Brain age prediction and deviations from normative trajectories in the neonatal connectome
Structural and functional connectomes undergo rapid changes during the third trimester and
the first month of postnatal life. Despite progress, our understanding of the developmental …
the first month of postnatal life. Despite progress, our understanding of the developmental …
Classifying Fetal Health Using Neural Networks by Boosting Imbalanced Classes
P Anoosha, RD Parlapalli, E Srikanth Reddy… - … Intelligence in Pattern …, 2022 - Springer
In recent days, fetal health care has become more precious to giving birth to a child. To
maintain the good health of the fetus, the mother needs proper observation and treatment …
maintain the good health of the fetus, the mother needs proper observation and treatment …