A Novel Transfer Learning Approach to Enhance Deep Neural Network Classification of Brain Functional Connectomes

by Hailong Li, Nehal A. Parikh, Nehal A. Parikh, Lili He, Lili He
Published 2018-07-01

Atlas-guided quantification of white matter signal abnormalities on term-equivalent age MRI in very preterm infants: findings predict language and cognitive development at two year...

by Lili He, Nehal A Parikh
Published 2013-01-01

Objective and Automated Detection of Diffuse White Matter Abnormality in Preterm Infants Using Deep Convolutional Neural Networks

by Hailong Li, Nehal A. Parikh, Nehal A. Parikh, Nehal A. Parikh, Jinghua Wang, Stephanie Merhar, Stephanie Merhar, Ming Chen, Ming Chen, Milan Parikh, Scott Holland, Scott Holland, Lili He, Lili He
Published 2019-06-01

Early Prediction of Cognitive Deficit in Very Preterm Infants Using Brain Structural Connectome With Transfer Learning Enhanced Deep Convolutional Neural Networks

by Ming Chen, Ming Chen, Hailong Li, Jinghua Wang, Weihong Yuan, Weihong Yuan, Mekbib Altaye, Mekbib Altaye, Nehal A. Parikh, Nehal A. Parikh, Lili He, Lili He
Published 2020-09-01

Automated brain morphometric biomarkers from MRI at term predict motor development in very preterm infants

by Julia E. Kline, Venkata Sita Priyanka Illapani, Lili He, Nehal A. Parikh
Published 2020-01-01

Neurodevelopmental Outcomes of Extremely Preterm Infants Randomized to Stress Dose Hydrocortisone.

by Nehal A Parikh, Kathleen A Kennedy, Robert E Lasky, Jon E Tyson
Published 2015-01-01

Reliability and repeatability of quantitative tractography methods for mapping structural white matter connectivity in preterm and term infants at term-equivalent age.

by Supreet Kaur, Samuel Powell, Lili He, Christopher R Pierson, Nehal A Parikh
Published 2014-01-01

Early prediction of cognitive deficits in very preterm infants using functional connectome data in an artificial neural network framework

by Lili He, Hailong Li, Scott K. Holland, Weihong Yuan, Mekibib Altaye, Nehal A. Parikh
Published 2018-01-01

Author Correction: Retinopathy of Prematurity and Bronchopulmonary Dysplasia are Independent Antecedents of Cortical Maturational Abnormalities in Very Preterm Infants

by Julia E. Kline, Venkata Sita Priyanka Illapani, Lili He, Mekibib Altaye, Nehal A. Parikh
Published 2021-03-01

Perinatal factors and regional brain volume abnormalities at term in a cohort of extremely low birth weight infants.

by Nehal A Parikh, Robert E Lasky, Kathleen A Kennedy, Georgia McDavid, Jon E Tyson
Published 2013-01-01

Comprehensive brain MRI segmentation in high risk preterm newborns.

by Xintian Yu, Yanjie Zhang, Robert E Lasky, Sushmita Datta, Nehal A Parikh, Ponnada A Narayana
Published 2010-11-01

Extremely preterm children demonstrate hyperconnectivity during verb generation: A multimodal approach

by Maria E. Barnes-Davis, Stephanie L. Merhar, Scott K. Holland, Nehal A. Parikh, Darren S. Kadis
Published 2021-01-01

Diffuse white matter abnormality in very preterm infants at term reflects reduced brain network efficiency

by Julia E. Kline, Venkata Sita Priyanka Illapani, Hailong Li, Lili He, Weihong Yuan, Nehal A. Parikh
Published 2021-01-01

Deep Multimodal Learning From MRI and Clinical Data for Early Prediction of Neurodevelopmental Deficits in Very Preterm Infants

by Lili He, Lili He, Lili He, Hailong Li, Hailong Li, Ming Chen, Ming Chen, Ming Chen, Jinghua Wang, Mekibib Altaye, Jonathan R. Dillman, Jonathan R. Dillman, Jonathan R. Dillman, Nehal A. Parikh, Nehal A. Parikh
Published 2021-10-01

Perinatal clinical antecedents of white matter microstructural abnormalities on diffusion tensor imaging in extremely preterm infants.

by Ulana Pogribna, Xintian Yu, Katrina Burson, Yuxiang Zhou, Robert E Lasky, Ponnada A Narayana, Nehal A Parikh
Published 2013-01-01

The developmental trajectory of brain-scalp distance from birth through childhood: implications for functional neuroimaging.

by Michael S Beauchamp, Michelle R Beurlot, Eswen Fava, Audrey R Nath, Nehal A Parikh, Ziad S Saad, Heather Bortfeld, John S Oghalai
Published 2011-01-01

Effects of prenatal opioid exposure on functional networks in infancy

by Stephanie L. Merhar, Weixiong Jiang, Nehal A. Parikh, Weiyan Yin, Zhen Zhou, Jean A. Tkach, Li Wang, Beth M. Kline-Fath, Lili He, Adebayo Braimah, Jennifer Vannest, Weili Lin
Published 2021-10-01