| A systematic review on hybrid EEG/fNIRS in brain-computer interface Z Liu, J Shore, M Wang, F Yuan, A Buss, X Zhao Biomedical Signal Processing and Control 68, 102595, 2021 | 78 | 2021 |
| A systematic review of robotic rehabilitation for cognitive training F Yuan, E Klavon, Z Liu, RP Lopez, X Zhao Frontiers in Robotics and AI 8, 605715, 2021 | 72 | 2021 |
| Detecting Alzheimer’s Disease Using Natural Language Processing of Referential Communication Task Transcripts Z Liu, EJ Paek, SO Yoon, D Casenhiser, W Zhou, X Zhao Journal of Alzheimer's Disease, 1-14, 2022 | 23 | 2022 |
| Automatic diagnosis and prediction of cognitive decline associated with alzheimer’s dementia through spontaneous speech Z Liu, L Proctor, PN Collier, X Zhao 2021 ieee international conference on signal and image processing …, 2021 | 15 | 2021 |
| Sharpening working memory with real-time electrophysiological brain signals: which neurofeedback paradigms work? Y Jiang, W Jessee, S Hoyng, S Borhani, Z Liu, X Zhao, LK Price, W High, ... Frontiers in Aging Neuroscience 14, 780817, 2022 | 10 | 2022 |
| Machine learning of transcripts and audio recordings of spontaneous speech for diagnosis of Alzheimer’s disease Z Liu, L Proctor, P Collier, D Casenhiser, EJ Paek, SO Yoon, X Zhao Alzheimer's & Dementia 17, e057556, 2021 | 6 | 2021 |
| A demonstration of human-robot communication based on multiskilled language-image analysis Z Liu, PN Collier, C Wang, EJ Paek, SO Yoon, D Casenhiser, X Zhao 2021 IEEE/ACM Conference on Connected Health: Applications, Systems and …, 2021 | 5 | 2021 |
| A database of multimodal data to construct a simulated dialogue partner with varying degrees of cognitive health R Pan, Z Liu, F Yuan, M Zare, X Zhao, RJ Passonneau Proceedings of the RaPID Workshop-Resources and ProcessIng of linguistic …, 2022 | 2 | 2022 |
| Generating Natural Language Responses in Robot-Mediated Referential Communication Tasks to Simulate Theory of Mind Z Liu, Y Qin, H Zou, EJ Paek, D Casenhiser, W Zhou, X Zhao International Conference on Social Robotics, 100-109, 2022 | 1 | 2022 |
| Driving Ability Evaluation and Rehabilitation for People With Alzheimer’s Disease and Related Dementias Z Liu, J Grant, SP Simpson, A Khattak, JG Anderson, Z Gao, X Zhao Alzheimer Disease & Associated Disorders 36 (4), 374-381, 2022 | 1 | 2022 |
| Multi-modal Vision-and-Language Analysis of Communication Deficits due to Alzheimer’s Disease Z Liu, P Collier, EJ Paek, SO Yoon, D Casenhiser, W Zhou, S Simpson, ... | 1 | 2022 |
| Camera-Based Remote Photoplethysmography for Physiological Monitoring in Neonatal Intensive Care B Sweely, Z Liu, T Wyatt, K Newnam, H Qi, X Zhao 2021 IEEE International Conference on Signal and Image Processing …, 2021 | 1 | 2021 |
| On a Gamified Brain-Computer Interface for Cognitive Training of Spatial Working Memory Z Liu, J Bryan, R Borkoski, F Yuan, Y Li, X Zhao Dynamic Systems and Control Conference 84270, V001T08A002, 2020 | 1 | 2020 |
| Explainable AI and transformer models: Unraveling the nutritional influences on Alzheimer's disease mortality Z Liu, L Liu, RE Heidel, X Zhao Smart Health 32, 100478, 2024 | | 2024 |
| Using a Convolutional Neural Network and Explainable AI to Diagnose Dementia Based on MRI Scans T Morris, Z Liu, L Liu, X Zhao arXiv preprint arXiv:2406.18555, 2024 | | 2024 |
| Exploring Nutritional Impact on Alzheimer's Mortality: An Explainable AI Approach Z Liu, L Liu, RE Heidel, X Zhao arXiv preprint arXiv:2405.17502, 2024 | | 2024 |
| Uniting Cognitive Models and AI: Early Alzheimer’s Screening through Language Analysis Z Liu | | 2024 |
| Harnessing Transfer Learning for Dementia Prediction: Leveraging Sex-Different Mild Cognitive Impairment Prognosis Z Liu, M Garg, S Fu, S Sarkar, M Vassilaki, RC Petersen, JS Sauver, ... 2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2023 | | 2023 |
| Real‐time Memory‐related Neurofeedback Training Improves Intrinsic Brain Oscillations in Older Adults Z Liu, Y Jiang, S Cerel‐Suhl, J Suhl, X Zhao Alzheimer's & Dementia 19, e078377, 2023 | | 2023 |
| Real‐time Neurofeedback Rewards Memory‐related Potentials in Older Brains Z Liu, Y Jiang, X Zhao Alzheimer's & Dementia 19, e066852, 2023 | | 2023 |
