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Personalised predictive modelling with brain-inspired spiking neural networks of longitudinal MRI neuroimaging data and the case study of dementia.
Doborjeh M, Doborjeh Z, Merkin A, Bahrami H, Sumich A, Krishnamurthi R, Medvedev ON, Crook-Rumsey M, Morgan C, Kirk I, Sachdev PS, Brodaty H, Kang K, Wen W, Feigin V, Kasabov N. Doborjeh M, et al. Among authors: sumich a. Neural Netw. 2021 Dec;144:522-539. doi: 10.1016/j.neunet.2021.09.013. Epub 2021 Sep 20. Neural Netw. 2021. PMID: 34619582
Can we challenge attention and interpretation threat biases in rescued child labourers with a history of physical abuse using a computerised cognitive training task? Data on feasibility, acceptability and target engagement.
Dhakal S, Gupta S, Sharma NP, Upadhyay A, Oliver A, Sumich A, Kumari V, Niraula S, Pandey R, Lau JYF. Dhakal S, et al. Among authors: sumich a. Behav Res Ther. 2023 Mar;162:104267. doi: 10.1016/j.brat.2023.104267. Epub 2023 Jan 29. Behav Res Ther. 2023. PMID: 36780810
A novel way to quantify schizophrenia symptoms in clinical trials.
Medvedev ON, Berk M, Dean OM, Brown E, Sandham MH, Dipnall JF, McNamara RK, Sumich A, Krägeloh CU, Narayanan A, Siegert RJ. Medvedev ON, et al. Among authors: sumich a. Eur J Clin Invest. 2021 Mar;51(3):e13398. doi: 10.1111/eci.13398. Epub 2020 Sep 19. Eur J Clin Invest. 2021. PMID: 32894576 Free PMC article.
Interpretability of Spatiotemporal Dynamics of the Brain Processes Followed by Mindfulness Intervention in a Brain-Inspired Spiking Neural Network Architecture.
Doborjeh Z, Doborjeh M, Crook-Rumsey M, Taylor T, Wang GY, Moreau D, Krägeloh C, Wrapson W, Siegert RJ, Kasabov N, Searchfield G, Sumich A. Doborjeh Z, et al. Among authors: sumich a. Sensors (Basel). 2020 Dec 21;20(24):7354. doi: 10.3390/s20247354. Sensors (Basel). 2020. PMID: 33371459 Free PMC article.
92 results