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KongFatt Wong-Lin, Ph.D. - Publications

Affiliations: 
2001-2006 Physics (Computational Neuroscience) Brandeis University, Waltham, MA, United States 
 2006-2010 The Program In Applied and Computational Mathematics, Center for the Study of Brain, Mind and Behavior, Princeton Neuroscience Institute Princeton University, Princeton, NJ 
 2010-2019 Intelligent Systems Research Centre, School of Computing, Engineering and Intelligent Systems Ulster University 
Area:
Computational Neuroscience, Data Science, Artificial Intelligence
Website:
https://www.ulster.ac.uk/staff/k-wong-lin
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49 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2023 Behera CK, Joshi A, Wang DH, Sharp T, Wong-Lin K. Degeneracy and stability in neural circuits of dopamine and serotonin neuromodulators: A theoretical consideration. Frontiers in Computational Neuroscience. 16: 950489. PMID 36761394 DOI: 10.3389/fncom.2022.950489  0.773
2022 McCombe N, Bamrah J, Sanchez-Bornot JM, Finn DP, McClean PL, Wong-Lin K. Alzheimer's disease classification using cluster-based labelling for graph neural network on heterogeneous data. Healthcare Technology Letters. 9: 102-109. PMID 36514476 DOI: 10.1049/htl2.12037  0.757
2022 Joshi A, Todd S, Finn DP, McClean PL, Wong-Lin K. Multi-dimensional relationships among dementia, depression and prescribed drugs in England and Wales hospitals. Bmc Medical Informatics and Decision Making. 22: 262. PMID 36207697 DOI: 10.1186/s12911-022-01892-9  0.727
2022 McCombe N, Ding X, Prasad G, Finn DP, Todd S, McClean PL, Wong-Lin K, Initiative N. Multiple Cost Optimisation for Alzheimer's Disease Diagnosis. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2022: 1098-1104. PMID 36086363 DOI: 10.1109/EMBC48229.2022.9872002  0.765
2022 McCombe N, Joshi A, Finn DP, McClean PL, Roberts G, O'Brien JT, Thomas AJ, Kane JPM, Wong-Lin K. Distinguishing Lewy Body Dementia from Alzheimer's Disease using Machine Learning on Heterogeneous Data: A Feasibility Study. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2022: 4929-4933. PMID 36085984 DOI: 10.1109/EMBC48229.2022.9871714  0.774
2022 Mccombe N, Ding X, Prasad G, Gillespie P, Finn DP, Todd S, Mcclean PL, Wong-Lin K. Alzheimer's Disease Assessments Optimized for Diagnostic Accuracy and Administration Time. Ieee Journal of Translational Engineering in Health and Medicine. 10: 4900809. PMID 35557505 DOI: 10.1109/JTEHM.2022.3164806  0.778
2021 Mccombe N, Liu S, Ding X, Prasad G, Bucholc M, Finn D, Todd S, Mcclean PL, Wong-Lin K. Practical Strategies for Extreme Missing Data Imputation in Dementia Diagnosis. Ieee Journal of Biomedical and Health Informatics. PMID 34288882 DOI: 10.1109/JBHI.2021.3098511  0.779
2021 Wong-Lin K, Wang DH, Joshi A. Multiscale modeling and analytical methods in neuroscience: Molecules, neural circuits, cognition and brain disorders. Journal of Neuroscience Methods. 109225. PMID 34023364 DOI: 10.1016/j.jneumeth.2021.109225  0.728
2021 Zanin M, Aitya NAA, Basilio J, Baumbach J, Benis A, Behera CK, Bucholc M, Castiglione F, Chouvarda I, Comte B, Dao TT, Ding X, Pujos-Guillot E, Filipovic N, Finn DP, ... ... Wong-Lin K, et al. An Early Stage Researcher's Primer on Systems Medicine Terminology. Network and Systems Medicine. 4: 2-50. PMID 33659919 DOI: 10.1089/nsm.2020.0003  0.702
2020 Boyce WP, Lindsay A, Zgonnikov A, Rañó I, Wong-Lin K. Optimality and Limitations of Audio-Visual Integration for Cognitive Systems. Frontiers in Robotics and Ai. 7: 94. PMID 33501261 DOI: 10.3389/frobt.2020.00094  0.581
2020 Wong-Lin K, McClean PL, McCombe N, Kaur D, Sanchez-Bornot JM, Gillespie P, Todd S, Finn DP, Joshi A, Kane J, McGuinness B. Shaping a data-driven era in dementia care pathway through computational neurology approaches. Bmc Medicine. 18: 398. PMID 33323116 DOI: 10.1186/s12916-020-01841-1  0.744
2020 Sanchez-Bornot JM, Lopez ME, Bruña R, Maestu F, Youssofzadeh V, Yang S, Finn DP, Todd S, McLean PL, Prasad G, Wong-Lin K. High-dimensional brain-wide functional connectivity mapping in magnetoencephalography. Journal of Neuroscience Methods. 108991. PMID 33181166 DOI: 10.1016/j.jneumeth.2020.108991  0.747
2020 Kaur D, Bucholc M, Finn DP, Todd S, Wong-Lin K, McClean PL. Multi-time-point data preparation robustly reveals MCI and dementia risk factors. Alzheimer's & Dementia (Amsterdam, Netherlands). 12: e12116. PMID 33088897 DOI: 10.1002/dad2.12116  0.654
2020 Joshi A, Wang DH, Watterson S, McClean PL, Behera CK, Sharp T, Wong-Lin K. Opportunities for multiscale computational modelling of serotonergic drug effects in Alzheimer's disease. Neuropharmacology. 108118. PMID 32380022 DOI: 10.1016/J.Neuropharm.2020.108118  0.769
2020 Boyce WP, Lindsay A, Zgonnikov A, Rañó I, Wong-Lin K. Optimality and Limitations of Audio-Visual Integration for Cognitive Systems Frontiers in Robotics and Ai. 7. DOI: 10.3389/frobt.2020.00094  0.547
2019 Bucholc M, Ding X, Wang H, Glass DH, Wang H, Prasad G, Maguire LP, Bjourson AJ, McClean PL, Todd S, Finn DP, Wong-Lin K. A practical computerized decision support system for predicting the severity of Alzheimer's disease of an individual. Expert Systems With Applications. 130: 157-171. PMID 31402810 DOI: 10.1016/j.eswa.2019.04.022  0.776
2019 Atiya NAA, Rañó I, Prasad G, Wong-Lin K. A neural circuit model of decision uncertainty and change-of-mind. Nature Communications. 10: 2287. PMID 31123260 DOI: 10.1038/S41467-019-10316-8  0.322
2019 Yang S, Bornot JMS, Wong-Lin K, Prasad G. M/EEG-based Bio-markers to predict the Mild Cognitive Impairment and Alzheimer's disease: A Review from the Machine Learning Perspective. Ieee Transactions On Bio-Medical Engineering. PMID 30762522 DOI: 10.1109/TBME.2019.2898871  0.362
2019 Kaur Dp, Bucholc M, Finn D, Todd S, Wong-Lin K, McClean P. Age and Time-Dependent Risk Model Associated with Progressing to Dementia Alzheimers & Dementia. 15: 237-238. DOI: 10.1016/J.Jalz.2019.06.043  0.676
2018 O'Connell RG, Shadlen MN, Wong-Lin K, Kelly SP. Bridging Neural and Computational Viewpoints on Perceptual Decision-Making. Trends in Neurosciences. PMID 30007746 DOI: 10.1016/j.tins.2018.06.005  0.332
2018 Ding X, Bucholc M, Wang H, Glass DH, Wang H, Clarke DH, Bjourson AJ, Dowey LRC, O'Kane M, Prasad G, Maguire L, Wong-Lin K. A hybrid computational approach for efficient Alzheimer's disease classification based on heterogeneous data. Scientific Reports. 8: 9774. PMID 29950585 DOI: 10.1038/s41598-018-27997-8  0.769
2018 Sanchez Bornot JM, Wong-Lin K, Ahmad AL, Prasad G. Robust EEG/MEG Based Functional Connectivity with the Envelope of the Imaginary Coherence: Sensor Space Analysis. Brain Topography. PMID 29546509 DOI: 10.1007/s10548-018-0640-0  0.308
2018 Bucholc M, O'Kane M, Ashe S, Wong-Lin K. Prescriptive variability of drugs by general practitioners. Plos One. 13: e0189599. PMID 29462143 DOI: 10.1371/journal.pone.0189599  0.636
2017 Youssofzadeh V, McGuinness B, Maguire LP, Wong-Lin K. Corrigendum: Multi-Kernel Learning with Dartel Improves Combined MRI-PET Classification of Alzheimer's Disease in AIBL Data: Group and Individual Analyses. Frontiers in Human Neuroscience. 11: 457. PMID 28912705 DOI: 10.3389/fnhum.2017.00457  0.735
2017 Youssofzadeh V, McGuinness B, Maguire LP, Wong-Lin K. Multi-Kernel Learning with Dartel Improves Combined MRI-PET Classification of Alzheimer's Disease in AIBL Data: Group and Individual Analyses. Frontiers in Human Neuroscience. 11: 380. PMID 28790908 DOI: 10.3389/Fnhum.2017.00380  0.771
2017 Wong-Lin K, Wang DH, Moustafa AA, Cohen JY, Nakamura K. Toward a multiscale modeling framework for understanding serotonergic function. Journal of Psychopharmacology (Oxford, England). 269881117699612. PMID 28417684 DOI: 10.1177/0269881117699612  0.342
2017 Joshi A, Youssofzadeh V, Vemana V, McGinnity TM, Prasad G, Wong-Lin K. Correction to 'An integrated modelling framework for neural circuits with multiple neuromodulators'. Journal of the Royal Society, Interface. 14. PMID 28228544 DOI: 10.1098/Rsif.2017.0063  0.755
2017 Joshi A, Youssofzadeh V, Vemana V, McGinnity TM, Prasad G, Wong-Lin K. An integrated modelling framework for neural circuits with multiple neuromodulators. Journal of the Royal Society, Interface. 14. PMID 28100828 DOI: 10.1098/Rsif.2016.0902  0.779
2016 Youssofzadeh V, Zanotto D, Wong-Lin K, Agrawal S, Prasad G. Directed Functional Connectivity in Fronto-Centroparietal Circuit Correlates with Motor Adaptation in Gait Training. Ieee Transactions On Neural Systems and Rehabilitation Engineering : a Publication of the Ieee Engineering in Medicine and Biology Society. PMID 27071181 DOI: 10.1109/Tnsre.2016.2551642  0.736
2015 Cullen M, Wong-Lin K. Integrated dopaminergic neuronal model with reduced intracellular processes and inhibitory autoreceptors. Iet Systems Biology. 9: 245-58. PMID 26577159 DOI: 10.1049/iet-syb.2015.0018  0.334
2015 Youssofzadeh V, Prasad G, Naeem M, Wong-Lin K. Temporal Information of Directed Causal Connectivity in Multi-Trial ERP Data using Partial Granger Causality. Neuroinformatics. PMID 26470866 DOI: 10.1007/S12021-015-9281-6  0.758
2015 Youssofzadeh V, Prasad G, Fagan AJ, Reilly RB, Martens S, Meaney JF, Wong-Lin K. Signal Propagation in the Human Visual Pathways: An Effective Connectivity Analysis. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 35: 13501-10. PMID 26424894 DOI: 10.1523/Jneurosci.2269-15.2015  0.76
2015 Youssofzadeh V, Prasad G, Wong-Lin K. On self-feedback connectivity in neural mass models applied to event-related potentials. Neuroimage. 108: 364-76. PMID 25562823 DOI: 10.1016/J.Neuroimage.2014.12.067  0.75
2015 Joshi A, Belle MDC, Wong-Lin K, Piggins HD. Orexin and circadian influences in sleep and psychiatric disorders: A review of experimental and computational modelling studies Orexin and Sleep: Molecular, Functional and Clinical Aspects. 299-322. DOI: 10.1007/978-3-319-23078-8_16  0.751
2014 Youssofzadeh V, Zanotto D, Stegall P, Naeem M, Wong-Lin K, Agrawal SK, Prasad G. Directed neural connectivity changes in robot-assisted gait training: a partial Granger causality analysis. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2014: 6361-4. PMID 25571451 DOI: 10.1109/EMBC.2014.6945083  0.733
2014 Flower G, Wong-Lin K. Reduced computational models of serotonin synthesis, release, and reuptake. Ieee Transactions On Bio-Medical Engineering. 61: 1054-61. PMID 24658230 DOI: 10.1109/TBME.2013.2293538  0.337
2014 Nakamura K, Wong-Lin K. Functions and computational principles of serotonergic and related systems at multiple scales. Frontiers in Integrative Neuroscience. 8: 23. PMID 24639632 DOI: 10.3389/fnint.2014.00023  0.351
2014 Jalewa J, Joshi A, McGinnity TM, Prasad G, Wong-Lin K, Hölscher C. Neural circuit interactions between the dorsal raphe nucleus and the lateral hypothalamus: an experimental and computational study. Plos One. 9: e88003. PMID 24516577 DOI: 10.1371/Journal.Pone.0088003  0.726
2013 Niyogi RK, Wong-Lin K. Dynamic excitatory and inhibitory gain modulation can produce flexible, robust and optimal decision-making. Plos Computational Biology. 9: e1003099. PMID 23825935 DOI: 10.1371/Journal.Pcbi.1003099  0.776
2012 Goldfarb S, Wong-Lin K, Schwemmer M, Leonard NE, Holmes P. Can post-error dynamics explain sequential reaction time patterns? Frontiers in Psychology. 3: 213. PMID 22811671 DOI: 10.3389/Fpsyg.2012.00213  0.743
2012 Wong-Lin K, Joshi A, Prasad G, McGinnity TM. Network properties of a computational model of the dorsal raphe nucleus. Neural Networks : the Official Journal of the International Neural Network Society. 32: 15-25. PMID 22386598 DOI: 10.1016/J.Neunet.2012.02.009  0.747
2011 Eckhoff P, Wong-Lin K, Holmes P. Dimension Reduction and Dynamics of a Spiking Neural Network Model for Decision Making under Neuromodulation(). Siam Journal On Applied Dynamical Systems. 10: 148-188. PMID 22768006 DOI: 10.1137/090770096  0.724
2011 Joshi A, Wong-Lin K, McGinnity TM, Prasad G. A mathematical model to explore the interdependence between the serotonin and orexin/hypocretin systems. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2011: 7270-3. PMID 22256017 DOI: 10.1109/IEMBS.2011.6091837  0.731
2011 Zou X, Coyle D, Wong-Lin K, Maguire L. A modelling study of beta-amyloid induced change in hippocampal theta rhythm Nature Precedings. 6: 1-1. DOI: 10.1038/Npre.2011.6004.1  0.305
2010 Wong-Lin K, Eckhoff P, Holmes P, Cohen JD. Optimal performance in a countermanding saccade task. Brain Research. 1318: 178-87. PMID 20034481 DOI: 10.1016/J.Brainres.2009.12.018  0.731
2009 Broderick T, Wong-Lin KF, Holmes P. Closed-Form Approximations of First-Passage Distributions for a Stochastic Decision-Making Model. Applied Mathematics Research Express : Amrx. 2009: 123-141. PMID 23105943 DOI: 10.1093/Amrx/Abp008  0.456
2009 Gao J, Wong-Lin K, Holmes P, Simen P, Cohen JD. Sequential effects in two-choice reaction time tasks: decomposition and synthesis of mechanisms. Neural Computation. 21: 2407-36. PMID 19548803 DOI: 10.1162/Neco.2009.09-08-866  0.771
2009 Zhou X, Wong-Lin K, Philip H. Time-varying perturbations can distinguish among integrate-to-threshold models for perceptual decision making in reaction time tasks. Neural Computation. 21: 2336-62. PMID 19416080 DOI: 10.1162/neco.2009.07-08-817  0.32
2009 Eckhoff P, Wong-Lin KF, Holmes P. Optimality and robustness of a biophysical decision-making model under norepinephrine modulation. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 29: 4301-11. PMID 19339624 DOI: 10.1523/Jneurosci.5024-08.2009  0.709
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