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2025	Early Diagnosis of Alzheimer’s Disease Using Adaptive Neuro K-Means Clustering Technique IEEE Access Karan Kumar, Shweta Agrawal, Isha Suwalka, Celestine Iwendi, Cresantus N. Biamba
2025	An effective Alzheimer’s disease segmentation and classification using Deep ResUnet and Efficientnet Journal of Biomolecular Structure and Dynamics Battula Srinivasa Rao, Mudiyala Aparna, Jonnadula Harikiran, Tatireddy Subba Reddy
2024	STCNN: Combining SMOTE-TOMEK With CNN for Imbalanced Classification of Alzheimer's Disease IEEE Sensors Letters Anjali, Dipti Singh, Om Jee Pandey, Hong-Ning Dai
2024	Proceedings of the 2024 13th International Conference on Software and Computer Applications Dayakshini Sathish, Sathish Kabekody
2024	Pyramid-attentive GAN for multimodal brain image complementation in Alzheimer’s disease classification Biomedical Signal Processing and Control Mengyi Zhang, Lijing Sun, Zhaokai Kong, Wenjun Zhu, Yang Yi, Fei Yan
2024	2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) Menghui Zhou, Mingxia Wang, Yu Zhang, Zhipeng Yuan, Vitaveska Lanfranchi, Po Yang
2024	Comprehensive review on twin support vector machines Annals of Operations Research M. Tanveer, T. Rajani, R. Rastogi, Y. H. Shao, M. A. Ganaie
2024	The presymptomatic treatment with 3HFWC nanosubstance decreased plaque load in 5XFAD mouse model of Alzheimer's disease CNS Neuroscience & Therapeutics Milka Perovic, Jelena Ciric, Valentina Matovic, Maja Srbovan, Djuro Koruga, Selma Kanazir, Sanja Ivkovic
2024	Deep Learning for Alzheimer’s Disease Prediction: A Comprehensive Review Diagnostics Isra Malik, Ahmed Iqbal, Yeong Hyeon Gu, Mugahed A. Al-antari
2024	Springer Series in Reliability Engineering R. P. Harshini, R. Thangarajan
2024	Constructing brain functional networks with adaptive manifold regularization for early mild cognitive impairment International Journal of Imaging Systems and Technology Xidong Fu, Shengchang Shan, Chun Liu, Yu Lu, Zhuqing Jiao
2024	4TH INTERNATIONAL CONFERENCE ON INTERNET OF THINGS 2023: ICIoT2023 Prajwal Gupta, Aditya Srinivasan, M. Revathi
2023	MCI Conversion Prediction Using 3D Zernike Moments and the Improved Dynamic Particle Swarm Optimization Algorithm Applied Sciences Pouya Bolourchi, Mohammadreza Gholami, Masoud Moradi, Iman Beheshti, Hasan Demirel
2023	Multimodal Classification Framework Based on Hypergraph Latent Relation for End-Stage Renal Disease Associated with Mild Cognitive Impairment Bioengineering Xidong Fu, Chaofan Song, Rupu Zhang, Haifeng Shi, Zhuqing Jiao
2023	Deep learning combining FDG-PET and neurocognitive data accurately predicts MCI conversion to Alzheimer's dementia 3-year post MCI diagnosis Neurobiology of Disease Eric Cao, Da Ma, Siddharth Nayak, Tim Q. Duong
2023	INTERNATIONAL CONFERENCE ON SCIENCE, ENGINEERING, AND TECHNOLOGY 2022: Conference Proceedings S. Veera Raghul, M. K. Mariam Bee
2023	CONTEMPORARY INNOVATIONS IN ENGINEERING AND MANAGEMENT Anwesha Baidya, Siddhi Chouthai, Swati Negi, Abel Jaba Deva Krupa, Samiappan Dhanalakshmi
2023	A Comprehensive Report on Machine Learning-based Early Detection of Alzheimer's Disease using Multi-modal Neuroimaging Data ACM Computing Surveys Shallu Sharma, Pravat Kumar Mandal
2023	Applications of Artificial Intelligence in Medical Imaging Manav Nitin Kapadnis, Abhijit Bhattacharyya, Abdulhamit Subasi
2023	An eXplainability Artificial Intelligence approach to brain connectivity in Alzheimer's disease Frontiers in Aging Neuroscience Nicola Amoroso, Silvano Quarto, Marianna La Rocca, Sabina Tangaro, Alfonso Monaco, Roberto Bellotti
2023	A comprehensive review on detection and classification of dementia using neuroimaging and machine learning Multimedia Tools and Applications Nikhil Pateria, Dilip Kumar
2022	2022 International Conference on Computer Communication and Informatics (ICCCI) Afiya Parveen, Prabha Selvaraj
2022	2022 4th International Conference on Smart Systems and Inventive Technology (ICSSIT) Shamitha. S. Attur, M.E. Harikumar
2022	Top 100 Most-Cited Publications on Breast Cancer and Machine Learning Research: A Bibliometric Analysis Current Medicinal Chemistry Tengku Muhammad Hanis, Md Asiful Islam, Kamarul Imran Musa
2022	Research on Voxel-Based Features Detection and Analysis of Alzheimer’s Disease Using Random Survey Support Vector Machine Frontiers in Neuroinformatics Xianglian Meng, Yue Wu, Wenjie Liu, Ying Wang, Zhe Xu, Zhuqing Jiao
2022	2022 International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT) Pouya Bolourchi, Mohammadreza Gholami
2022	Integrated Prediction Framework for Clinical Scores of Cognitive Functions in ESRD Patients Computational Intelligence and Neuroscience Yutao Zhang, Quan Sheng, Xidong Fu, Haifeng Shi, Zhuqing Jiao
2022	Study on the effect of extreme learning machine and its variants in differentiating Alzheimer conditions from selective regions of brain MR images Expert Systems with Applications Sreelakshmi Shaji, Jac Fredo Agastinose Ronickom, Anandh Kilpattu Ramaniharan, Ramakrishnan Swaminathan
2022	A survey on artificial intelligence techniques for chronic diseases: open issues and challenges Artificial Intelligence Review Keyur Patel, Chinmay Mistry, Dev Mehta, Urvish Thakker, Sudeep Tanwar, Rajesh Gupta, Neeraj Kumar
2022	2022 International Conference on Emerging Trends in Engineering and Medical Sciences (ICETEMS) Akshara Madhu Suthanan, Siddharth Rathee, Anil Kumar
2022	2022 13th International Conference on Information and Communication Systems (ICICS) Maha Gharaibeh, Mwaffaq Elhies, Mothanna Almahmoud, Sayel Abualigah, Omar Elayan
2022	Multi-Modal Neuroimaging Neural Network-Based Feature Detection for Diagnosis of Alzheimer’s Disease Frontiers in Aging Neuroscience Xianglian Meng, Junlong Liu, Xiang Fan, Chenyuan Bian, Qingpeng Wei, Ziwei Wang, Wenjie Liu, Zhuqing Jiao
2021	Deep learning prediction of mild cognitive impairment conversion to Alzheimer’s disease at 3 years after diagnosis using longitudinal and whole-brain 3D MRI PeerJ Computer Science Ethan Ocasio, Tim Q. Duong
2021	2021 IEEE International Conference on Electro Information Technology (EIT) Tala Talaei Khoei, Mary Catherine Labuhn, Toro Dama Caleb, Wen Chen Hu, Naima Kaabouch
2021	Constructing Dynamic Functional Networks via Weighted Regularization and Tensor Low-Rank Approximation for Early Mild Cognitive Impairment Classification Frontiers in Cell and Developmental Biology Zhuqing Jiao, Yixin Ji, Jiahao Zhang, Haifeng Shi, Chuang Wang
2021	RETRACTED: ADVIAN: Alzheimer's Disease VGG-Inspired Attention Network Based on Convolutional Block Attention Module and Multiple Way Data Augmentation Frontiers in Aging Neuroscience Shui-Hua Wang, Qinghua Zhou, Ming Yang, Yu-Dong Zhang
2021	An improved framework for brain tumor analysis using MRI based on YOLOv2 and convolutional neural network Complex & Intelligent Systems Muhammad Irfan Sharif, Jian Ping Li, Javeria Amin, Abida Sharif
2021	Early Diagnosis of Alzheimer’s Disease Using Cerebral Catheter Angiogram Neuroimaging: A Novel Model Based on Deep Learning Approaches Big Data and Cognitive Computing Maha Gharaibeh, Mothanna Almahmoud, Mostafa Z. Ali, Amer Al-Badarneh, Mwaffaq El-Heis, Laith Abualigah, Maryam Altalhi, Ahmad Alaiad, Amir H. Gandomi
2021	Gray level co-occurrence matrix and extreme learning machine for Alzheimer's disease diagnosis International Journal of Cognitive Computing in Engineering Shuangshuang Gao
2020	Rich club characteristics of dynamic brain functional networks in resting state Multimedia Tools and Applications Zhuqing Jiao, Huan Wang, Min Cai, Yin Cao, Ling Zou, Shuihua Wang
2020	A deep learning based CNN approach on MRI for Alzheimer’s disease detection Intelligent Decision Technologies Sanjiban Sekhar Roy, Raghav Sikaria, Aarti Susan
2020	Classification of Alzheimer’s Disease from 18F-FDG and 11C-PiB PET Imaging Biomarkers Using Support Vector Machine Journal of Medical and Biological Engineering Bang-Hung Yang, Jyh-Cheng Chen, Wen-Hsiang Chou, Wen-Sheng Huang, Jong-Ling Fuh, Ren‑Shyan Liu, Cheng-Han Wu
2020	Identifying vital genes of breast cancer through synergy network by part mutual information International Journal of Modern Physics C Xiaobo Yang, Binghui Guo, Zhilong Mi, Ziqiao Yin, Jiahui Li, Zhiming Zheng
2020	Machine Learning Techniques for the Diagnosis of Alzheimer’s Disease ACM Transactions on Multimedia Computing, Communications, and Applications M. Tanveer, B. Richhariya, R. U. Khan, A. H. Rashid, P. Khanna, M. Prasad, C. T. Lin
2020	Particle swarm optimization and feature selection for intrusion detection system Sādhanā Nilesh Kunhare, Ritu Tiwari, Joydip Dhar
2020	A Deep Siamese Convolution Neural Network for Multi-Class Classification of Alzheimer Disease Brain Sciences Atif Mehmood, Muazzam Maqsood, Muzaffar Bashir, Yang Shuyuan
2020	Preprocessing kNN algorithm classification using K-means and distance matrix with students’ academic performance dataset Jurnal Teknologi dan Sistem Komputer Sugriyono Sugriyono, Maria Ulfah Siregar
2019	On the design of Nutrient Film Technique hydroponics farm for smart agriculture Engineering in Agriculture, Environment and Food Melchizedek I. Alipio, Allen Earl M. Dela Cruz, Jess David A. Doria, Rowena Maria S. Fruto
2019	Brain tumor detection and classification: A framework of marker‐based watershed algorithm and multilevel priority features selection Microscopy Research and Technique Muhammad A. Khan, Ikram U. Lali, Amjad Rehman, Mubashar Ishaq, Muhammad Sharif, Tanzila Saba, Saliha Zahoor, Tallha Akram
2019	Multi-Scale Feature Combination of Brain Functional Network for eMCI Classification IEEE Access Zhuqing Jiao, Zhengwang Xia, Xuelian Ming, Chun Cheng, Shui-Hua Wang
2019	Automated Detection of Alzheimer’s Disease Using Brain MRI Images– A Study with Various Feature Extraction Techniques Journal of Medical Systems U. Rajendra Acharya, Steven Lawrence Fernandes, Joel En WeiKoh, Edward J. Ciaccio, Mohd Kamil Mohd Fabell, U. John Tanik, V. Rajinikanth, Chai Hong Yeong
2019	Comparative analysis of Alzheimer's disease classification by CDR level using CNN, feature selection, and machine‐learning techniques International Journal of Imaging Systems and Technology Bijen Khagi, Goo‐Rak Kwon, Ramesh Lama
2019	Diagnosis and monitoring of Alzheimer's patients using classical and deep learning techniques Expert Systems with Applications M. Raza, M. Awais, W. Ellahi, N. Aslam, H.X. Nguyen, H. Le-Minh
2019	Using Deep CNN with Data Permutation Scheme for Classification of Alzheimer's Disease in Structural Magnetic Resonance Imaging (sMRI) IEICE Transactions on Information and Systems Bumshik LEE, Waqas ELLAHI, Jae Young CHOI
2019	Advances in Intelligent Systems and Computing R. Athilakshmi, Shomona Gracia Jacob, R. Rajavel
2019	2019 Third World Conference on Smart Trends in Systems Security and Sustainablity (WorldS4) Yile Zhao, Zhihai Lu
2018	Simultaneously aided diagnosis model for outpatient departments via healthcare big data analytics Multimedia Tools and Applications Ying Hu, Kui Duan, Yin Zhang, M. Shamim Hossain, Sk Md Mizanur Rahman, Abdulhameed Alelaiwi
2018	Sensorineural hearing loss detection via discrete wavelet transform and principal component analysis combined with generalized eigenvalue proximal support vector machine and Tikhonov regularization Multimedia Tools and Applications Yi Chen, Ming Yang, Xianqing Chen, Bin Liu, Hainan Wang, Shuihua Wang
2018	Multivariate Approach for Alzheimer’s Disease Detection Using Stationary Wavelet Entropy and Predator-Prey Particle Swarm Optimization Journal of Alzheimer's Disease Yudong Zhang, Shuihua Wang, Yuxiu Sui, Ming Yang, Bin Liu, Hong Cheng, Junding Sun, Wenjuan Jia, Preetha Phillips, Juan Manuel Gorriz
2018	The Added Value of Diffusion-Weighted MRI-Derived Structural Connectome in Evaluating Mild Cognitive Impairment: A Multi-Cohort Validation Journal of Alzheimer’s Disease Qi Wang, Lei Guo, Paul M. Thompson, Clifford R. Jack, Hiroko Dodge, Liang Zhan, Jiayu Zhou
2018	Research on node properties of resting-state brain functional networks by using node activity and ALFF Multimedia Tools and Applications Zhuqing Jiao, Kai Ma, Huan Wang, Ling Zou, Yudong Zhang
2018	2018 UKSim-AMSS 20th International Conference on Computer Modelling and Simulation (UKSim) Masoud Moradi, Hasan Demirel, Pouya Bolourchi
2018	Single slice based detection for Alzheimer’s disease via wavelet entropy and multilayer perceptron trained by biogeography-based optimization Multimedia Tools and Applications Shui-Hua Wang, Yin Zhang, Yu-Jie Li, Wen-Juan Jia, Fang-Yuan Liu, Meng-Meng Yang, Yu-Dong Zhang
2018	A QoS-enhanced intelligent stochastic real-time packet scheduler for multimedia IP traffic Multimedia Tools and Applications Suman Paul, Malay Kumar Pandit
2018	Classification of Alzheimer’s Disease Based on Eight-Layer Convolutional Neural Network with Leaky Rectified Linear Unit and Max Pooling Journal of Medical Systems Shui-Hua Wang, Preetha Phillips, Yuxiu Sui, Bin Liu, Ming Yang, Hong Cheng
2018	Smart pathological brain detection system by predator-prey particle swarm optimization and single-hidden layer neural-network Multimedia Tools and Applications Hainan Wang, Yiding Lv, Hong Chen, Yujie Li, Yin Zhang, Zhihai Lu
2018	A pathological brain detection system based on kernel based ELM Multimedia Tools and Applications Siyuan Lu, Zhihai Lu, Jianfei Yang, Ming Yang, Shuihua Wang
2018	Application of stationary wavelet entropy in pathological brain detection Multimedia Tools and Applications Shuihua Wang, Sidan Du, Abdon Atangana, Aijun Liu, Zeyuan Lu
2017	A new integral transform operator for solving the heat-diffusion problem Applied Mathematics Letters Xiao-Jun Yang
2017	Computer-aided diagnosis: A survey with bibliometric analysis International Journal of Medical Informatics Ryohei Takahashi, Yuya Kajikawa
2017	Diagnosis of Alzheimer’s Disease Using Dual-Tree Complex Wavelet Transform, PCA, and Feed-Forward Neural Network Journal of Healthcare Engineering Debesh Jha, Ji-In Kim, Goo-Rak Kwon
2017	A study of the progression of damage in an axially loaded Branta leucopsis femur using X-ray computed tomography and digital image correlation PeerJ Zartasha Mustansar, Samuel A. McDonald, William Irvin Sellers, Phillip Lars Manning, Tristan Lowe, Philip J. Withers, Lee Margetts
2017	2017 Ninth International Conference on Ubiquitous and Future Networks (ICUFN) Samar Alam, Moonsoo Kang, Goo-Rak Kwon
2017	A note on the marker-based watershed method for X-ray image segmentation Computer Methods and Programs in Biomedicine Siyuan Lu, Shuihua Wang, Yudong Zhang
2017	2017 IEEE 2nd Information Technology, Networking, Electronic and Automation Control Conference (ITNEC) Meng-Meng Yang, Arifur Nayeem, Ling-Ling Shen
2017	Detection of brain tumor in 3D MRI images using local binary patterns and histogram orientation gradient Neurocomputing Solmaz Abbasi, Farshad Tajeripour
2016	Three-Dimensional Eigenbrain for the Detection of Subjects and Brain Regions Related with Alzheimer’s Disease Journal of Alzheimer’s Disease Yudong Zhang, Shuihua Wang, Preetha Phillips, Jiquan Yang, Ti-Fei Yuan
2016	Dual-Tree Complex Wavelet Transform and Twin Support Vector Machine for Pathological Brain Detection Applied Sciences Shuihua Wang, Siyuan Lu, Zhengchao Dong, Jiquan Yang, Ming Yang, Yudong Zhang
2016	Alzheimer's disease detection via automatic 3D caudate nucleus segmentation using coupled dictionary learning with level set formulation Computer Methods and Programs in Biomedicine Saif Dawood Salman Al-shaikhli, Michael Ying Yang, Bodo Rosenhahn
2016	Facial Emotion Recognition Based on Biorthogonal Wavelet Entropy, Fuzzy Support Vector Machine, and Stratified Cross Validation IEEE Access Yu-Dong Zhang, Zhang-Jing Yang, Hui-Min Lu, Xing-Xing Zhou, Preetha Phillips, Qing-Ming Liu, Shui-Hua Wang
2016	Detection of Alzheimer’s Disease by Three-Dimensional Displacement Field Estimation in Structural Magnetic Resonance Imaging Journal of Alzheimer's Disease Shuihua Wang, Yudong Zhang, Ge Liu, Preetha Phillips, Ti-Fei Yuan
2016	Morphological analysis of dendrites and spines by hybridization of ridge detection with twin support vector machine PeerJ Shuihua Wang, Mengmeng Chen, Yang Li, Ying Shao, Yudong Zhang, Sidan Du, Jane Wu
2016	Tea Category Identification Using a Novel Fractional Fourier Entropy and Jaya Algorithm Entropy Yudong Zhang, Xiaojun Yang, Carlo Cattani, Ravipudi Rao, Shuihua Wang, Preetha Phillips
2016	Multiple Sclerosis Detection Based on Biorthogonal Wavelet Transform, RBF Kernel Principal Component Analysis, and Logistic Regression IEEE Access Shui-Hua Wang, Tian-Ming Zhan, Yi Chen, Yin Zhang, Ming Yang, Hui-Min Lu, Hai-Nan Wang, Bin Liu, Preetha Phillips
2016	2016 8th International Conference on Information Technology in Medicine and Education (ITME) Shuihua Wang, Yi Chen, Meng-Meng Yang, Hai-Nan Wang, Xue-Yan Wu, Bin Liu, Ming Yang, Yudong Zhang
2016	Fractal Dimension Estimation for Developing Pathological Brain Detection System Based on Minkowski-Bouligand Method IEEE Access Yu-Dong Zhang, Xian-Qing Chen, Tian-Ming Zhan, Zhu-Qing Jiao, Yi Sun, Zhi-Min Chen, Yu Yao, Lan-Ting Fang, Yi-Ding Lv, Shui-Hua Wang
2015	Magnetic resonance brain image classification based on weighted-type fractional Fourier transform and nonparallel support vector machine International Journal of Imaging Systems and Technology Yu-Dong Zhang, Shufang Chen, Shui-Hua Wang, Jian-Fei Yang, Preetha Phillips
2015	Identification of Green, Oolong and Black Teas in China via Wavelet Packet Entropy and Fuzzy Support Vector Machine Entropy Shuihua Wang, Xiaojun Yang, Yudong Zhang, Preetha Phillips, Jianfei Yang, Ti-Fei Yuan
2015	Pathological Brain Detection by a Novel Image Feature—Fractional Fourier Entropy Entropy Shuihua Wang, Yudong Zhang, Xiaojun Yang, Ping Sun, Zhengchao Dong, Aijun Liu, Ti-Fei Yuan
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