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| 번호 | 참고문헌 | 국회도서관 소장유무 |
|---|---|---|
| 1 | S.A. Haidar, S. Akihiko, K. Hitoshi, I. Ryuta, I. Manabu, and T. Kenji, “Machine Learning for Diagnosis of AD and Prediction of MCI Progression From Brain MRI Using Brain Anatomical Analysis Using Diffeomorphic Deformation,” Frontiers in Neurology, Vol. 11, pp. 1894, 2021. | 미소장 |
| 2 | E. Lella, N. Amoroso, A. Lombardi, T. Maggipinto, S. Tangaro, R. Bellotti et al., “Communicability Disruption in Alzheimer’s Disease Connectivity Networks,” Journal of Complex Networks, Vol. 7, pp. 83-100, 2019. | 미소장 |
| 3 | S. ARB Rombouts, F. Barkhof, R. Goekoop, C.J. Stam, and P. Scheltens, “Altered Resting State Networks in Mild Cognitive Impairment and Mild Alzheimer's Disease: an fMRI Study,” Human Brain Mapping, Vol. 26, No. 4 pp. 231-239, 2005. | 미소장 |
| 4 | X. Zhao, Y. Liu, X. Wang, B. Liu, Q. Xi, Q. Guo et al., “Disrupted Small-world Brain Networks in Moderate Alzheimer's Disease: a Resting-State fMRI Study,” PloS One, Vol. 7, No. 3, pp. e33540, 2012. | 미소장 |
| 5 | E. Lella, N. Amoroso, A. Lombardi, T. Maggipinto, S. Tangaro, and R. Bellotti, “Communicability Disruption in Alzheimer’s Disease Connectivity Networks,” Journal of Complex Networks, Vol. 7, Issue 1, pp. 83-100, 2019. | 미소장 |
| 6 | F. Al-Turjman, M.H. Nawaz, and U.D. Ulusar, “Intelligence in the Internet of Medical Things era: A Systematic Review of Current and Future Trends,” Computer Communications, Vol. 150, pp. 644-660, 2020. | 미소장 |
| 7 | J.A.M. Sidey-Gibbons and C.J. Sidey-Gibbons, “Machine Learning in Medicine: a Practical Introduction,” BMC Medical Research Methodology, Vol. 19, pp. 1-18, 2019. | 미소장 |
| 8 | M.I. Jordan and T.M. Mitchell, “Machine Learning: Trends, Perspectives, and Prospects,”Science, Vol. 349, Issue 6245, pp. 255-260, 2015. | 미소장 |
| 9 | 9 ] C. Casalino, G. Castellano, A. Consiglio, M. Liguori, N. Nuzziello, and D. Primiceri. “A Predictive Model for Microrna Expressions in Pediatric Multiple Sclerosis Detection,” International Conference on Modeling Decisions for Artificial Intelligence, Springer, pp. 177-188, 2019. | 미소장 |
| 10 | M.T. Angelillo, F. Balducci, D. Impedovo, G. Pirlo, and G. Vessio. “Attentional Pattern Classification for Automatic Dementia Detection,”IEEE Access, Vol. 7, pp. 57706-57716, 2019. | 미소장 |
| 11 | S. Bhattacharjee, D. Pakash, H.C. Kim, and H.K. Choi, “Multichannel Convolution Neural Network Classification for the Detection of Histological Pattern in Prostate Biopsy Images,”Journal of Korea Multimedia Society, Vol. 23, No. 12, pp. 1486-1495, 2020. | 미소장 |
| 12 | M. Dyrba, M. Ewers, M. Wegrzyn, I. Kilimann, C. Plant, A. Oswald et al., “Robust Automated Detection of Microstructural White Matter Degeneration in Alzheimer’s Disease Using Machine Learning Classification of Multicenter DTI Data,” PloS One, Vol. 8, No. 5, pp. e64925, 2013. | 미소장 |
| 13 | E. Lella, N. Amoroso, R. Bellotti, D. Diacono, M. La Rocca, T. Maggipinto et al., “Machine Learning for the Assessment of Alzheimer's Disease through DTI,” Applications of Digital Image Processing XL, International Society for Optics and Photonics, Vol. 10396, pp. 1039619. 2017. | 미소장 |
| 14 | C. Lian, M. Liu, J. Zhang, and D. Shen. “Hierarchical Fully Convolutional Network for Joint Atrophy Localization and Alzheimer's Disease Diagnosis Using Structural MRI,”IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 42, No. 4, pp. 880-893, 2018. | 미소장 |
| 15 | C.Y. Wee, P.T. Yap, W. Li, K. Denny, J.N. Browndyke, G.G. Potter et al., “Enriched White Matter Connectivity Networks for Accurate Identification of MCI Aatients,” Neuroimage, Vol. 54, No. 3, pp. 1812-1822, 2011. | 미소장 |
| 16 | F. Barkhof, T.M. Polvikoski, E.C.W. Van Straaten, R.N. Kalaria, R. Sulkava, H.J. Aronen et al., “The Significance of Medial Temporal Lobe Atrophy: a Postmortem MRI Study in the Very Old,” Neurology, Vol. 69, No. 15, pp. 1521-1527, 2007. | 미소장 |
| 17 | K.I. Diamantaras, and S.Y. Kung, “Principal Component Neural Networks: Ttheory and Applications,” John Wiley & Sons, Inc., 1996. | 미소장 |
| 18 | J. Barnes, J.W. Bartlett, L.A. van de Pol, C.T. Loy, R.I. Scahill, C. Frost et al., “A Meta-Analysis of Hippocampal Atrophy Rates in Alzheimer's Disease,” Neurobiology of Aging, Vol. 30, No. 11, pp. 1711-1723, 2009. | 미소장 |
| 19 | Y. Gupta, K.H. Lee, K.Y. Choi, J.J. Lee, B.C. Kim, and G.R. Kwon, “Alzheimer’s Disease Diagnosis Based on Cortical and Subcortical Features,” Journal of Healthcare Engineering, Vol. 2019, Article ID 2492719, 2019. | 미소장 |
| 20 | R.K. Lama, J. Gwak, J.S. Park, and S.W. Lee, “Diagnosis of Alzheimer’s Disease Based on Structural MRI Images Using a Regularized Extreme Learning Machine and PCA Features,”Journal of Healthcare Engineering, Vol. 2017, PMID 29065619, 2017. | 미소장 |
| 21 | D. Jha, S. Alam, J.Y. Pyun, K.H. Lee, and G.-R. Kwon, “Alzheimer’s Disease Detection Using Extreme Learning Machine, Complex Dual Tree Wavelet Principal Coefficients and Linear Discriminant Dnalysis,” Journal of Medical Imaging and Health Informatics, Vol. 8, No. 5, pp. 881-890, 2018. | 미소장 |
| 22 | S.H. Nozadi, S. Kadoury, and The Alzheimer’s Disease Neuroimaging Initiative, “Classification of Alzheimer’s and MCI Patients from Semantically Parcelled PET Images: a Comparison between AV45 and FDG-PET,”International Journal of Biomedical Imaging, Vol. 2018, Article ID 12417430, 2018. | 미소장 |
| 23 | M. Khajehnejad, F. Saatlou, and H. Mohammadzade, “Alzheimer’s Disease Early Diagnosis Using Manifold-Based Semi- Supervised Learning,” Brain Sciences, Vol. 7, No. 12, pp. 1-19, 2017. | 미소장 |
| 24 | J. Islam and Y. Zhang, “An Ensemble of Deep Convolutional Neural Networks for Alzheimer’s Disease Detection and Classification,” arXiv preprint, arXiv:171201675v2, Dec. 2017. | 미소장 |
| 25 | R. Wolz, V. Julkunen, J. Koikkalainen, E. Niskanen, D.P. Zhang, D. Rueckert et al., “Multi-Method Analysis of MRI Images in Early Diagnostics of Alzheimer's Disease,”PloS One, Vol. 6, No. 10, e25446, 2011. | 미소장 |
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