MNI-LAB

+: Co-first author

#: Corresponding author

Peer-reviewed articles

2024

  • She, Q.#, Sun, S., Ma, Y., Li, R.# and Zhang, Y., 2024. LUCF-Net: Lightweight U-shaped cascade fusion network for medical image segmentation. IEEE Journal of Biomedical and Health Informatics (2024).
  • Liu, J., Li, K., Huang, C., Dong, H., Song, Y. and Li, R#. MixFormer: a Mixed CNN-Transformer Backbone for Medical Image Segmentation. IEEE Transactions on Instrumentation & Measurement (2024).
  • Wan, L., Li, Y., Zhu, G., Yang, D., Li, F., Wang, W., Chen, J., Yang, G.# and Li, R#. Multimodal Investigation of Dynamic Brain Network Alterations in Autism spectrum disorder: Linking Connectivity Dynamics to Symptoms and Developmental Trajectories. NeuroImage (2024).
  • Guan, S., Li, Y., Luo, Y., Niu, H., Gao, Y., Yang, D. and Li, R#. Disentangling the impact of motion artifact correction algorithms on functional near-infrared spectroscopy–based brain network analysis. Neurophotonics (2024).
  • Gao, Y.+, Li, R.+, Ma, Q., Bartholomay, K.L., Lightbody, A.A. and Reiss, A.L. Longitudinal changes in functional neural activation and sensitization during face processing in fragile X syndrome. Biological Psychiatry (2024).
  • Li, R.#, Foland-Ross, L.C., Jordan, T., Marzelli, M.J., Ross, J.L. and Reiss, A.L. Associations between brain network, puberty, and behaviors in boys with Klinefelter syndrome. European Child & Adolescent Psychiatry (2024).
  • Gao, Y.+, Li, R.+, Ma, Q., Baker, J.M., Rauch, S., Gunier, R.B., Mora, A.M., Kogut, K., Bradman, A., Eskenazi, B. and Reiss, A.L. Childhood exposure to organophosphate pesticides: functional connectivity and working memory in adolescents. NeuroToxicology (2024).
  • Zhu, R., She, Q., Li, R., Tan, T. and Zhang, Y. Neurovascular Coupling Analysis Based on Multivariate Variational Gaussian Process Convergent Cross-Mapping. IEEE Transactions on Neural Systems and Rehabilitation Engineering (2024).
  • Chen, H., Lei, Y., Li, R., Xia, X., Cui, N., Chen, X., Liu, J., Tang, H., Zhou, J., Huang, Y. & Tian, Y. Resting-state EEG dynamic functional connectivity distinguishes non-psychotic major depression, psychotic major depression and schizophrenia. Molecular Psychiatry (2024).
  • Fang, F., Teixeira, A. L., Li, R., Zou, L., & Zhang, Y. The control patterns of affective processing and cognitive reappraisal: insights from brain controllability analysis. Cerebral Cortex (2024).

2023

  • Zhu, G.+, Li, Y.+, Wan, L., Sun, C., Liu, X., Zhang, J., Liang, Y., Liu, G., Yan, H., Li, R.# & Yang, G#. Divergent electroencephalogram resting-state functional network alterations in subgroups of autism spectrum disorder: a symptom-based clustering analysis. Cerebral Cortex (2023).
  • Liu, J., Li, K., Dong, H., Han, Y., Li, R#. Medical Image Processing Based on Generative Adversarial Networks: A Systematic Review. Current Medical Imaging (2023).
  • Miller, J.G., Sharifi, R., Piccirilli, A., Li, R., Lee, C.H., Bartholomay, K.L., Jordan, T.L., Marzelli, M.J., Bruno, J.L., Lightbody, A.A. & Reiss, A.L. Social gaze behavior and hyperarousal in young females with fragile X syndrome: A within-person approach. Development and Psychopathology (2023).
  • Li, R.#, Lightbody, A.A., Lee, C.H., Bartholomay, K.L., Marzelli, M.J. & Reiss, A.L. Association of Intrinsic Functional Brain Network and Longitudinal Development of Cognitive Behavioral Symptoms in Young Girls With Fragile X Syndrome. Biological Psychiatry (2023).
  • Li, R.#, Hosseini, H., Saggar, M., Balters, S.C. & Reiss, A.L. Current opinions on the present and future use of functional near-infrared spectroscopy in psychiatry. Neurophotonics 10, 013505 (2023).
  • Jiao, B.+, Li, R.+, Zhou, H., Qing, K., Liu, H., Pan, H., Lei, Y., Fu, W., Wang, X., Xiao, X., Liu, X., Yang, Q., Liao, X., Zhou, Y., Fang, L., Dong, Y., Yang, Y., Jiang, H., Huang, S. & Shen, L. Neural biomarker diagnosis and prediction to mild cognitive impairment and Alzheimer’s disease using EEG technology. Alzheimers Research & Therapy 15, 32 (2023).
  • Fang, F., Cammon, J., Li, R. & Zhang, Y. Test and re-test reliability of optimal stimulation targets and parameters for personalized neuromodulation. Frontiers in Neuroscience 17 (2023).
  • Balters, S., Miller, J.G., Li, R., Hawthorne, G. & Reiss, A.L. Virtual (Zoom) Interactions Alter Conversational Behavior and Interbrain Coherence. Journal of Neuroscience 43, 2568-2578 (2023).

2022

  • Liu, J., Sun, X., Li, R. & Peng, Y. Recognition of Cervical Precancerous Lesions Based on Probability Distribution Feature Guidance. Curr Med Imaging 18, 1204-1213 (2022).
  • Liu, J., Sun, L., Huang, M., Xu, Y. & Li, R.# Enhancing Emotion Recognition Using Region-Specific Electroencephalogram Data and Dynamic Functional Connectivity. Frontiers in Neuroscience, 652 (2022).
  • Liu, H., Gao, Y., Huang, W., Li, R., Houston, M., Benoit, J.S., Roh, J. & Zhang, Y. Inter-muscular coherence and functional coordination in the human upper extremity after stroke. Mathematical Biosciences and Engineering 19, 4506-4525 (2022).
  • Li, X., Fang, F., Li, R. & Zhang, Y. Functional Brain Controllability Alterations in Stroke. Frontiers in Bioengineering and Biotechnology 10 (2022).
  • Li, R., Yang, D., Fang, F., Hong, K.-S., Reiss, A.L. & Zhang, Y. Concurrent fNIRS and EEG for Brain Function Investigation: A Systematic, Methodology-Focused Review. Sensors 22, 5865 (2022).
  • Li, R.#, Bruno, J.L., Lee, C.H., Bartholomay, K.L., Sundstrom, J., Piccirilli, A., Jordan, T., Miller, J.G., Lightbody, A.A. & Reiss, A.L. Aberrant brain network and eye gaze patterns during natural social interaction predict multi-domain social-cognitive behaviors in girls with fragile X syndrome. Molecular Psychiatry, 1-9 (2022).
  • Espil, F.M., Balters, S., Li, R., McCurdy, B.H., Kletter, H., Piccirilli, A., Cohen, J.A., Weems, C.F., Reiss, A.L. & Carrion, V.G. Cortical activation predicts posttraumatic improvement in youth treated with TF-CBT or CCT. Journal of Psychiatric Research 156, 25-35 (2022).

2021

  • Ren, Z., Li, R., Chen, B., Zhang, H., Ma, Y., Wang, C., Lin, Y. & Zhang, Y. EEG-based driving fatigue detection using a two-level learning hierarchy radial basis function. Frontiers in Neurorobotics 15, 618408 (2021).
  • Li, R.#, Mayseless, N., Balters, S. & Reiss, A. Dynamic inter-brain synchrony in real-life inter-personal cooperation: A functional near-infrared spectroscopy hyperscanning study. Neuroimage 238, 118263 (2021).
  • Li, R.#, Bruno, J.L., Jordan, T., Miller, J.G., Lee, C.H., Bartholomay, K.L., Marzelli, M.J., Piccirilli, A., Lightbody, A.A. & Reiss, A.L. Aberrant Neural Response During Face Processing in Girls With Fragile X Syndrome: Defining Potential Brain Biomarkers for Treatment Studies. Biological Psychiatry: Cognitive Neuroscience and Neuroimaging (2021).
  • Balters, S.+#, Li, R.+#, Espil, F.M., Piccirilli, A., Liu, N., Gundran, A., Carrion, V.G., Weems, C.F., Cohen, J.A. & Reiss, A.L. Functional near-infrared spectroscopy brain imaging predicts symptom severity in youth exposed to traumatic stress. Journal of Psychiatric Research 144, 494-502 (2021).

2020

  • Zhang, Q., Hu, Y., Potter, T., Li, R., Quach, M. & Zhang, Y. Establishing functional brain networks using a nonlinear partial directed coherence method to predict epileptic seizures. Journal of Neuroscience Methods 329, 108447 (2020).
  • She, Q., Zou, J., Luo, Z., Nguyen, T., Li, R. & Zhang, Y. Multi-class motor imagery EEG classification using collaborative representation-based semi-supervised extreme learning machine. Medical & Biological Engineering & Computing 58, 2119-2130 (2020).
  • Ma, Y., Zhang, S., Qi, D., Luo, Z., Li, R., Potter, T. & Zhang, Y. Driving drowsiness detection with EEG using a modified hierarchical extreme learning machine algorithm with particle swarm optimization: A pilot study. Electronics 9, 775 (2020).
  • Li, R., Zhao, C., Wang, C., Wang, J. & Zhang, Y. Enhancing fNIRS analysis using EEG rhythmic signatures: an EEG-informed fNIRS analysis study. Ieee Transactions on Biomedical Engineering 67, 2789-2797 (2020).
  • Li, R., Li, S., Roh, J., Wang, C. & Zhang, Y. Multimodal neuroimaging using concurrent EEG/fNIRS for poststroke recovery assessment: an exploratory study. Neurorehabilitation and Neural Repair 34, 1099-1110 (2020).
  • Cicalese, P.A.+, Li, R.+, Ahmadi, M.B., Wang, C., Francis, J.T., Selvaraj, S., Schulz, P.E. & Zhang, Y. An EEG-fNIRS hybridization technique in the four-class classification of alzheimer’s disease. Journal of Neuroscience Methods 336, 108618 (2020).

2019 and earlier

  • Ma, Y., Chen, B., Li, R., Wang, C., Wang, J., She, Q., Luo, Z. & Zhang, Y. Driving fatigue detection from EEG using a modified PCANet method. Computational Intelligence and Neuroscience 2019 (2019).
  • Li, Y., Peng, Y., Yang, X., Lu, S., Gao, J., Lin, C. & Li, R.# Analysis of measurement electrode location in bladder urine monitoring using electrical impedance. Biomedical Engineering Online 18, 1-12 (2019).
  • Li, R., Rui, G., Zhao, C., Wang, C., Fang, F. & Zhang, Y. Functional network alterations in patients with amnestic mild cognitive impairment characterized using functional near-infrared spectroscopy. Ieee Transactions on Neural Systems and Rehabilitation Engineering 28, 123-132 (2019).
  • Li, R., Potter, T., Wang, J., Shi, Z., Wang, C., Yang, L., Chan, R. & Zhang, Y. Cortical hemodynamic response and connectivity modulated by sub-threshold high-frequency repetitive transcranial magnetic stimulation. Frontiers in human neuroscience 13, 90 (2019).
  • Li, R., Nguyen, T., Potter, T. & Zhang, Y. Dynamic cortical connectivity alterations associated with Alzheimer’s disease: An EEG and fNIRS integration study. NeuroImage: Clinical 21, 101622 (2019).
  • Gao, Y., Su, H., Li, R. & Zhang, Y. Synchronous analysis of brain regions based on multi-scale permutation transfer entropy. Computers in Biology and Medicine 109, 272-279 (2019).
  • Deng, Z., Wu, W., Wang, N., Arafat, W., Li, Z., Wang, J., Ren, C., Li, R., Wang, T. & Du, C. Emergency glioma resection but not hours of operation predicts perioperative complications: a single center study. Clinical neurology and neurosurgery 182, 11-16 (2019).
  • Zhang, T., Li, R., Potter, T., Seo, J.K., Li, G. & Zhang, Y. Frequency‐dependent anisotropic modeling and analysis using mfEIT: A computer simulation study. International journal for numerical methods in biomedical engineering 34, e2980 (2018).
  • Li, R., Rui, G., Chen, W., Li, S., Schulz, P.E. & Zhang, Y. Early detection of Alzheimer’s disease using non-invasive near-infrared spectroscopy. Frontiers in Aging Neuroscience 10, 366 (2018).
  • Gao, Y., Ren, L., Li, R. & Zhang, Y. Electroencephalogram–electromyography coupling analysis in stroke based on symbolic transfer entropy. Frontiers in Neurology 8, 716 (2018).
  • Li, R., Potter, T., Huang, W. & Zhang, Y. Enhancing performance of a hybrid EEG-fNIRS system using channel selection and early temporal features. Frontiers in human neuroscience 11, 462 (2017).
  • Wu, J., Gao, J., Song, R., Li, R., Li, Y. & Jiang, L. The design and control of a 3DOF lower limb rehabilitation robot. Mechatronics 33, 13-22 (2016).
  • Li, R., Gao, J., Li, Y., Wu, J., Zhao, Z. & Liu, Y. Preliminary study of assessing bladder urinary volume using electrical impedance tomography. Journal of Medical and Biological Engineering 36, 71-79 (2016).
  • Li, R., Gao, J., Wang, H. & Jiang, Q. Design of a noninvasive bladder urinary volume monitoring system based on bio-impedance. Engineering 5, 321 (2013).