Article

Ho, C.S.H. and Tan, T.W.K. and Khoe, H.C.H. and Chan, Y.L. and Tay, G.W.N. and Tang, T.B. (2024) Using an Interpretable Amino Acid-Based Machine Learning Method to Enhance the Diagnosis of Major Depressive Disorder. Journal of Clinical Medicine, 13 (5).

Ho, C.S. and Chan, Y.L. and Tan, T.W. and Tay, G.W. and Tang, T.B. (2022) Improving the diagnostic accuracy for major depressive disorder using machine learning algorithms integrating clinical and near-infrared spectroscopy data. Journal of Psychiatric Research, 147. pp. 194-202. ISSN 00223956

Lim, L.G. and Ung, W.C. and Chan, Y.L. and Lu, C.-K. and Funane, T. and Kiguchi, M. and Tang, T.B. (2021) Optimizing mental workload estimation by detecting baseline state using vector phase analysis approach. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 29. pp. 597-606. ISSN 15344320

Chan, Y.L. and Ung, W.C. and Lim, L.G. and Lu, C.-K. and Kiguchi, M. and Tang, T.B. (2020) Automated Thresholding Method for fNIRS-Based Functional Connectivity Analysis: Validation with a Case Study on Alzheimer's Disease. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 28 (8). pp. 1691-1701. ISSN 15344320

Chong, J.S. and Chan, Y.L. and Ebenezer, E.G.M. and Chen, H.Y. and Kiguchi, M. and Lu, C.-K. and Tang, T.B. (2020) fNIRS-based functional connectivity estimation using semi-metric analysis to study decision making by nursing students and registered nurses. Scientific Reports, 10 (1). ISSN 20452322

Lim, L.G. and Ung, W.C. and Chan, Y.L. and Lu, C.-K. and Sutoko, S. and Funane, T. and Kiguchi, M. and Tang, T.B. (2020) A unified analytical framework with multiple fNIRS features for mental workload assessment in the prefrontal cortex. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 28 (11). pp. 2367-2376. ISSN 15344320

Sutoko, S. and Chan, Y.L. and Obata, A. and Sato, H. and Maki, A. and Numata, T. and Funane, T. and Atsumori, H. and Kiguchi, M. and Tang, T.B. and Li, Y. and Frederick, B.D. and Tong, Y. (2019) Denoising of neuronal signal from mixed systemic low-frequency oscillation using peripheral measurement as noise regressor in near-infrared imaging. Neurophotonics, 6 (1). ISSN 2329423X

Conference or Workshop Item

Chan, Y.L. and Boon Tang, T. (2020) Characterizing Functional Near Infrared Spectroscopy (fNIRS)-based Connectivity as Cost-effective Small World Network using Orthogonal Minimal Spanning Trees (OMSTs). In: UNSPECIFIED.

Tang, T.B. and Chan, Y.L. (2018) Functional Connectivity Analysis on Mild Alzheimer's Disease, Mild Cognitive Impairment and Normal Aging using fNIRS. In: UNSPECIFIED.