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題名:Precise Diagnosis of Alzheimer's Disease Using Recursive Feature Elimination Method
書刊名:International Journal of Systematic Innovation
作者:Ansari, Gufran AhmadSivakani, R.Srisakthi, S.
出版日期:2022
卷期:7:3
頁次:頁28-38
主題關鍵詞:AlzheimerEarly diagnosisFeature selectionRecursive feature eliminationRFE
原始連結:連回原系統網址new window
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期刊論文
1.LeCun, Yann、Bengio, Yoshua、Hinton, Geoffrey(2015)。Deep learning。Nature,521(7553),436-444。  new window
2.Chen, R. C.、Dewi, C.、Huang, S. W.(2020)。Selecting critical features for data classification based on machine learning methods。J Big Data,7。  new window
3.Chu, Y. M.、Nazir, U.、Sohail, M.、Selim, M. M.、Lee, J. R.(2021)。Enhancement in Thermal Energy and Solute Particles Using Hybrid Nano particles by Engaging Activation Energy and Chemical Reaction over a Parabolic Surface via Finite Element Approach。Fractal Fract,5(3)。  new window
4.Cummings, J. L.、Morstorf, T.、Zhong, K.(2014)。Alzheimer's disease drug-development pipeline: few candidates, frequent failures。Alzheimer's research & therapy,6(4)。  new window
5.Chen, Jianting、Yuan, Shuhan、Lv, Dongdong、Xiang, Yang(2021)。A novel self-learning feature selection approach based on feature attributions。Expert Systems with Applications,183。  new window
6.Wang, Lianxi、Jiang, Shengyi、Jiang, Siyu(2021)。A feature selection method via analysis of relevance, redundancy, and interaction。Expert Systems with Applications,183。  new window
7.Heydarpour, F.、Abbasi, E.、Ebadi, M. J.、Karbassi, S. M.(2020)。Solving an Optimal Control Problem of Cancer Treatment by Artificial Neural Networks。International Journal of Interactive Multimedia and Artificial Intelligence,6(4)。  new window
8.Jin, Fang、Qian, Zi-Shan、Chu, Yu-Ming、ur Rahman, Mati(2022)。On Nonlinear Evolution Model for Drinking Behavior Under Caputo-Fabrizio Derivative。Journal of Applied Analysis & Computation,12(2),790-806。  new window
9.Gray, K. R.、Aljabar, P.、Heckemann, R. A.、Hammers, A.、Rueckert, D.(2013)。Random forest-based similarity measures for multi-modal classification of Alzheimer's disease。NeuroImage,65,167-175。  new window
10.He, Z.-Y.、Abbes, A.、Jahanshahi, H.、Alotaibi, N. D.、Wang, Y.(2022)。Fractional-Order Discrete-Time SIR Epidemic Model with Vaccination: Chaos and Complexity。Mathematics,10(2)。  new window
11.Hinrichs, C.、Singh, V.、Xu, G.、Johnson, S. C.(2011)。Predictive markers for AD in a multimodality framework: an analysis of MCI progression in the ADNI population。NeuroImage,55,574-589。  new window
12.Liu, Feng、Wee, Chong-Yaw、Chen, Huafu、Shen, Dinggang(2014)。Inter-modality relationship constrained multi-modality multi-task feature selection for Alzheimer's Disease and mild cognitive impairment identification。NeuroImage,84,466-475。  new window
13.Matsuda, H.(2007)。The role of neuroimaging in mild cognitive impairment。Neuropathology,27(6),570-577。  new window
14.Mosconi, L.、Tsui, W. H.、Herholz, K.(2008)。Multicenter standardized 18F-FDG PET diagnosis of mild cognitive impairment, Alzheimer's disease, and other dementias。Journal of Nuclear Medicine,49(3),390-398。  new window
15.Rahiminasab, A.、Tirandazi, P.、Ebadi, M. J.、Ahmadian, A.、Salimi, M.(2020)。An Energy-Aware Method for Selecting Cluster Heads in Wireless Sensor Networks。Applied Sciences,10(21)。  new window
16.Riedel, B. C.、Daianu, M.、Ver Steeg, G.、Mezher, A.、Salminen, L. E.、Galstyan, A.(2018)。Uncovering biologically coherent peripheral signatures of health and risk for Alzheimer's disease in the aging brain。Frontiers in Aging Neuroscience,10。  new window
17.Scatena, R.、Martorana, G. E.、Bottoni, P.、Botta, G.、Pastore, P.、Giardina, B.(2007)。An update on pharmacological approaches to neurodegenerative diseases。Expert opinion on investigational drugs,16(1),59-72。  new window
18.Small, David H.(2005)。Acetylcholinesterase inhibitors for the treatment of dementia in alzheimer's dis-ease: do we need new inhibitors?。Expert opinion on emerging drugs,10(4),817-825。  new window
19.Trambaiolli, L. R.(2017)。Feature selection before EEG classification supports the diagnosis of Alzheimer's disease。Clinical Neurophysiology,128,2058-2067。  new window
20.Unay, D.、Ekin, A.、Jasinschi, R. S.(2010)。Local Structure-Based Region-of-Interest Retrieval in Brain MR Images。IEEE Transactions on Information technology in Biomedicine,14(4),897-903。  new window
21.Wiharto, E.、Suryani, Esti、Setyawan, Sigit、Putra, Bintang Pe(2022)。The Cost-Based Feature Selection Model for Coronary Heart Disease Diagnosis System Using Deep Neural Network。IEEE Access,10,29687-29697。  new window
22.Akşehir, Z. D.、Kiliç, E.(2022)。How to Handle Data Imbalance and Feature Selection Problems in CNN-Based Stock Price Forecasting。IEEE Access,10,31297-31305。  new window
23.Zhang, D.、Wang, Y.、Zhou, L.、Yuan, H.、Shen, D.(2011)。Multimodal classification of Alzheimer's disease and mild cognitive impairment。NeuroImage,55,856-867。  new window
會議論文
1.Sivakani, R.、Ansari, G. A.(2020)。Imputation Using Machine Learning Techniques。IEEE。1-6。  new window
2.Sivakani, R.、Ansari, G. A.(2020)。Machine Learning Framework for Implementing Alzheimer's Disease588-592。  new window
研究報告
1.Ng, Jun Jie、Li, Yanrong、Tan, Chong Wee、Douriez, Marie、Thea, Ludovic(2016)。Machine Learning, Wearable Computing and Alzheimer's Disease。Electrical Engineering and computer Sciences University of California at Berkeley。  new window
 
 
 
 
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