Diagnosing autism spectrum disorder from brain resting-state functional connectivity patterns using a deep neural network with a novel feature selection method X Guo, KC Dominick, AA Minai, H Li, CA Erickson, LJ Lu Frontiers in neuroscience 11, 460, 2017 | 213 | 2017 |
A novel transfer learning approach to enhance deep neural network classification of brain functional connectomes H Li, NA Parikh, L He Frontiers in neuroscience 12, 491, 2018 | 192 | 2018 |
A comparison of the mouse and human lipoproteome: suitability of the mouse model for studies of human lipoproteins SM Gordon, H Li, X Zhu, AS Shah, LJ Lu, WS Davidson Journal of proteome research 14 (6), 2686-2695, 2015 | 153 | 2015 |
Enhancing diagnosis of autism with optimized machine learning models and personal characteristic data MN Parikh, H Li, L He Frontiers in computational neuroscience 13, 9, 2019 | 140 | 2019 |
Multichannel deep attention neural networks for the classification of autism spectrum disorder using neuroimaging and personal characteristic data K Niu, J Guo, Y Pan, X Gao, X Peng, N Li, H Li Complexity 2020 (1), 1357853, 2020 | 100 | 2020 |
Early prediction of cognitive deficits in very preterm infants using functional connectome data in an artificial neural network framework L He, H Li, SK Holland, W Yuan, M Altaye, NA Parikh NeuroImage: Clinical 18, 290-297, 2018 | 90 | 2018 |
Efficacy and tolerability of repetitive transcranial magnetic stimulation for the treatment of obsessive-compulsive disorder in adults: a systematic review and network meta … K Liang, H Li, X Bu, X Li, L Cao, J Liu, Y Gao, B Li, C Qiu, W Bao, S Zhang, ... Translational psychiatry 11 (1), 332, 2021 | 74 | 2021 |
Apolipoprotein A-II alters the proteome of human lipoproteins and enhances cholesterol efflux from ABCA1 JT Melchior, SE Street, AB Andraski, JD Furtado, FM Sacks, RL Shute, ... Journal of lipid research 58 (7), 1374-1385, 2017 | 71 | 2017 |
Large-scale network dysfunction in the acute state compared to the remitted state of bipolar disorder: A meta-analysis of resting-state functional connectivity Y Wang, Y Gao, S Tang, L Lu, L Zhang, X Bu, H Li, X Hu, X Hu, P Jiang, ... EBioMedicine 54, 2020 | 68 | 2020 |
Abnormal resting-state functional connectivity in patients with obsessive-compulsive disorder: A systematic review and meta-analysis J Liu, L Cao, H Li, Y Gao, X Bu, K Liang, W Bao, S Zhang, H Qiu, X Li, ... Neuroscience & Biobehavioral Reviews 135, 104574, 2022 | 66 | 2022 |
A multi-task, multi-stage deep transfer learning model for early prediction of neurodevelopment in very preterm infants L He, H Li, J Wang, M Chen, E Gozdas, JR Dillman, NA Parikh Scientific Reports 10 (1), 15072, 2020 | 60 | 2020 |
Alterations in large-scale functional networks in adult posttraumatic stress disorder: A systematic review and meta-analysis of resting-state functional connectivity studies W Bao, Y Gao, L Cao, H Li, J Liu, K Liang, X Hu, L Zhang, X Hu, Q Gong, ... Neuroscience & Biobehavioral Reviews 131, 1027-1036, 2021 | 57 | 2021 |
Machine learning prediction of liver stiffness using clinical and T2-weighted MRI radiomic data L He, H Li, JA Dudley, TC Maloney, SL Brady, E Somasundaram, AT Trout, ... American Journal of Roentgenology 213 (3), 592-601, 2019 | 57 | 2019 |
A multichannel deep neural network model analyzing multiscale functional brain connectome data for attention deficit hyperactivity disorder detection M Chen, H Li, J Wang, JR Dillman, NA Parikh, L He Radiology: Artificial Intelligence 2 (1), e190012, 2019 | 54 | 2019 |
Data-driven clustering differentiates subtypes of major depressive disorder with distinct brain connectivity and symptom features Y Wang, S Tang, L Zhang, X Bu, L Lu, H Li, Y Gao, X Hu, W Kuang, Z Jia, ... The British Journal of Psychiatry 219 (5), 606-613, 2021 | 50 | 2021 |
Anomalous functional connectivity of amygdala subregional networks in major depressive disorder S Tang, H Li, L Lu, Y Wang, L Zhang, X Hu, X Bu, X Hu, Y Gao, Q Gong, ... Depression and Anxiety 36 (8), 712-722, 2019 | 44 | 2019 |
Mapping atheroprotective functions and related proteins/lipoproteins in size fractionated human plasma DK Swertfeger, H Li, S Rebholz, X Zhu, AS Shah, WS Davidson, LJ Lu Molecular & Cellular Proteomics 16 (4), 680-693, 2017 | 42 | 2017 |
A stacked sparse autoencoder-based detector for automatic identification of neuromagnetic high frequency oscillations in epilepsy J Guo, K Yang, H Liu, C Yin, J Xiang, H Li, R Ji, Y Gao IEEE transactions on medical imaging 37 (11), 2474-2482, 2018 | 41 | 2018 |
Early prediction of cognitive deficit in very preterm infants using brain structural connectome with transfer learning enhanced deep convolutional neural networks M Chen, H Li, J Wang, W Yuan, M Altaye, NA Parikh, L He Frontiers in neuroscience 14, 858, 2020 | 38 | 2020 |
Temporal variability of regional intrinsic neural activity in drug‐naļve patients with obsessive–compulsive disorder J Liu, X Bu, X Hu, H Li, L Cao, Y Gao, K Liang, L Zhang, L Lu, X Hu, ... Human Brain Mapping 42 (12), 3792-3803, 2021 | 35 | 2021 |