Classification of Alzheimer's Disease and Mild Cognitive Impairment Based on Cortical and Subcortical Features from MRI T1 Brain Images Utilizing Four Different Types of Datasets.

Autor: Toshkhujaev S; School of Information Communication Engineering, Chosun University, 309 Pilmun-Daero, Dong-Gu, Gwangju 61452, Republic of Korea., Lee KH; National Research Center for Dementia, Chosun University, 309 Pilmun-Daero, Dong-Gu, Gwangju 61452, Republic of Korea.; Department of Biomedical Science, College of Natural Sciences, Chosun University, 309 Pilmun-Daero, Dong-Gu, Gwangju 61452, Republic of Korea.; Department of Neurology, Chonnam National University Medical School, Gwangju 61469, Republic of Korea., Choi KY; National Research Center for Dementia, Chosun University, 309 Pilmun-Daero, Dong-Gu, Gwangju 61452, Republic of Korea., Lee JJ; National Research Center for Dementia, Chosun University, 309 Pilmun-Daero, Dong-Gu, Gwangju 61452, Republic of Korea., Kwon GR; School of Information Communication Engineering, Chosun University, 309 Pilmun-Daero, Dong-Gu, Gwangju 61452, Republic of Korea.; National Research Center for Dementia, Chosun University, 309 Pilmun-Daero, Dong-Gu, Gwangju 61452, Republic of Korea., Gupta Y; School of Information Communication Engineering, Chosun University, 309 Pilmun-Daero, Dong-Gu, Gwangju 61452, Republic of Korea.; National Research Center for Dementia, Chosun University, 309 Pilmun-Daero, Dong-Gu, Gwangju 61452, Republic of Korea., Lama RK; School of Information Communication Engineering, Chosun University, 309 Pilmun-Daero, Dong-Gu, Gwangju 61452, Republic of Korea.; National Research Center for Dementia, Chosun University, 309 Pilmun-Daero, Dong-Gu, Gwangju 61452, Republic of Korea.

Publikováno v: Journal of healthcare engineering [J Healthc Eng] 2020 Aug 31; Vol. 2020, pp. 3743171. Date of Electronic Publication: 2020 Aug 31 (Print Publication: 2020).

Comprehensive Data Augmentation Approach Using WGAN-GP and UMAP for Enhancing Alzheimer's Disease Diagnosis.

Autor: Yuda, Emi, Ando, Tomoki, Kaneko, Itaru, Yoshida, Yutaka, Hirahara, Daisuke

Publikováno v: Electronics (2079-9292); Sep2024, Vol. 13 Issue 18, p3671, 10p

Exploring cortical morphology biomarkers of amnesic mild cognitive impairment using novel fractal dimension-based structural MRI analysis.

Autor: Jao CW; Institute of Biophotonics, National Yang Ming Chiao Tung University, Taipei, Taiwan.; Department of Research, Shin Kong Wu Ho-Su Memorial Hospital, Taipei, Taiwan., Wu YT; Institute of Biophotonics, National Yang Ming Chiao Tung University, Taipei, Taiwan.; Brain Research Center, National Yang Ming Chiao Tung University, Taipei, Taiwan., Yeh JH; Department of Neurology, Shin Kong Wu Ho-Su Memorial Hospital, Taipei, Taiwan.; College of Medicine, Fu Jen Catholic University, New Taipei City, Taiwan., Tsai YF; College of Medicine, Fu Jen Catholic University, New Taipei City, Taiwan.; Department of Diagnostic Radiology, Shin Kong Wu Ho-Su Memorial Hospital, Taipei, Taiwan., Hsiao CY; Department of Diagnostic Radiology, Shin Kong Wu Ho-Su Memorial Hospital, Taipei, Taiwan., Lau CI; Institute of Biophotonics, National Yang Ming Chiao Tung University, Taipei, Taiwan.; College of Medicine, Fu Jen Catholic University, New Taipei City, Taiwan.; Dementia Center, Department of Neurology, Shin Kong Wu Ho-Su Memorial Hospital, Taipei, Taiwan.; Applied Cognitive Neuroscience Group, Institute of Cognitive Neuroscience, University College London, London, UK.; University Hospital, Taipa, Macau.

Publikováno v: The European journal of neuroscience [Eur J Neurosci] 2024 Nov; Vol. 60 (9), pp. 6254-6266. Date of Electronic Publication: 2024 Oct 01.

On the classification of Alzheimer's disease, mild cognitive impairment and healthy control: maximum a posteriori probability based approach.

Autor: Chandra, Abhijit, Roy, Subhabrata

Publikováno v: CSI Transactions on ICT; Sep2023, Vol. 11 Issue 2/3, p111-118, 8p

Advanced Diagnostic Technique for Alzheimer's Disease using MRI Top-Ranked Volume and Surface-based Features.

Autor: Arabi, Esraa M., Ahmed, Khaled S., Mohra, Ashraf S.

Publikováno v: Journal of Biomedical Physics & Engineering; Dec2022, Vol. 12 Issue 6, p569-582, 14p