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Application of Transfer Learning and Feature Fusion Algorithms to Improve the Identification and Prediction Efficiency of Premature Ovarian Failure
Zhang, Yuanyuan, Hou, Jing, Wang, Qiaoyun, Hou, Aiqin, Liu, Yanni
Published in Journal of healthcare engineering (27.03.2022)
Published in Journal of healthcare engineering (27.03.2022)
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Journal Article
Detection of acute lymphoblastic leukemia using image segmentation and data mining algorithms
Acharya, Vasundhara, Kumar, Preetham
Published in Medical & biological engineering & computing (01.08.2019)
Published in Medical & biological engineering & computing (01.08.2019)
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Journal Article
HDSNE a new unsupervised multiple image database fusion learning algorithm with flexible and crispy production of one database: a proof case study of lung infection diagnose In chest X-ray images
Ahmed, Muhammad Atta Othman, Abbas, Ibrahim A., AbdelSatar, Yasser
Published in BMC medical imaging (18.09.2023)
Published in BMC medical imaging (18.09.2023)
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Journal Article
SkinNet-INIO: Multiclass Skin Lesion Localization and Classification Using Fusion-Assisted Deep Neural Networks and Improved Nature-Inspired Optimization Algorithm
Hussain, Muneezah, Khan, Muhammad Attique, Damaševičius, Robertas, Alasiry, Areej, Marzougui, Mehrez, Alhaisoni, Majed, Masood, Anum
Published in Diagnostics (Basel) (01.09.2023)
Published in Diagnostics (Basel) (01.09.2023)
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Journal Article
A comprehensive review of techniques, algorithms, advancements, challenges, and clinical applications of multi-modal medical image fusion for improved diagnosis
Zubair, Muhammad, Hussain, Muzammil, Albashrawi, Mousa Ahmad, Bendechache, Malika, Owais, Muhammad
Published in Computer methods and programs in biomedicine (01.12.2025)
Published in Computer methods and programs in biomedicine (01.12.2025)
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Journal Article
Predicting lung nodule malignancies by combining deep convolutional neural network and handcrafted features
Li, Shulong, Xu, Panpan, Li, Bin, Chen, Liyuan, Zhou, Zhiguo, Hao, Hongxia, Duan, Yingying, Folkert, Michael, Ma, Jianhua, Huang, Shiying, Jiang, Steve, Wang, Jing
Published in Physics in medicine & biology (04.09.2019)
Published in Physics in medicine & biology (04.09.2019)
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Journal Article
Deep transfer learning based feature fusion model with Bonobo optimization algorithm for enhanced brain tumor segmentation and classification through biomedical imaging
Gurunathan, Pradeep, Srinivasan, Preethi Saroj, S, Ravimaran
Published in Scientific reports (30.09.2025)
Published in Scientific reports (30.09.2025)
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Journal Article
An improved ensemble pruning for mammogram classification using modified Bees algorithm
Qasem, Ashwaq, Sheikh Abdullah, Siti Norul Huda, Sahran, Shahnorbanun, Albashish, Dheeb, Goudarzi, Shidrokh, Arasaratnam, Shantini
Published in Neural computing & applications (01.06.2022)
Published in Neural computing & applications (01.06.2022)
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Journal Article
Diagnostic support for selected neuromuscular diseases using answer-pattern recognition and data mining techniques: a proof of concept multicenter prospective trial
Grigull, Lorenz, Lechner, Werner, Petri, Susanne, Kollewe, Katja, Dengler, Reinhard, Mehmecke, Sandra, Schumacher, Ulrike, Lücke, Thomas, Schneider-Gold, Christiane, Köhler, Cornelia, Güttsches, Anne-Katrin, Kortum, Xiaowei, Klawonn, Frank
Published in BMC medical informatics and decision making (08.03.2016)
Published in BMC medical informatics and decision making (08.03.2016)
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Journal Article
FFCAEs: An efficient feature fusion framework using cascaded autoencoders for the identification of gliomas
Gudigar, Anjan, Raghavendra, U., Rao, Tejaswi N., Samanth, Jyothi, Rajinikanth, Venkatesan, Satapathy, Suresh Chandra, Ciaccio, Edward J., Wai Yee, Chan, Acharya, U. Rajendra
Published in International Journal of Imaging Systems and Technology (01.03.2023)
Published in International Journal of Imaging Systems and Technology (01.03.2023)
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Journal Article
Computer-aided prognosis: Predicting patient and disease outcome via quantitative fusion of multi-scale, multi-modal data
Madabhushi, Anant, Agner, Shannon, Basavanhally, Ajay, Doyle, Scott, Lee, George
Published in Computerized medical imaging and graphics (01.10.2011)
Published in Computerized medical imaging and graphics (01.10.2011)
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Journal Article
Gastrointestinal tract disease classification from wireless capsule endoscopy images based on deep learning information fusion and Newton Raphson controlled marine predator algorithm
Rubab, Saddaf, Jamshed, Muhammad, Khan, Muhammad Attique, Almujally, Nouf Abdullah, Damaševičius, Robertas, Hussain, Amir, Han, Neunggyu, Nam, Yunyoung
Published in Scientific reports (01.09.2025)
Published in Scientific reports (01.09.2025)
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Journal Article
Breast Cancer Classification from Ultrasound Images Using Probability-Based Optimal Deep Learning Feature Fusion
Jabeen, Kiran, Khan, Muhammad Attique, Alhaisoni, Majed, Tariq, Usman, Zhang, Yu-Dong, Hamza, Ameer, Mickus, Artūras, Damaševičius, Robertas
Published in Sensors (Basel, Switzerland) (21.01.2022)
Published in Sensors (Basel, Switzerland) (21.01.2022)
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Journal Article
Alzheimer’s disease diagnosis via multimodal feature fusion
Tu, Yue, Lin, Shukuan, Qiao, Jianzhong, Zhuang, Yilin, Zhang, Peng
Published in Computers in biology and medicine (01.09.2022)
Published in Computers in biology and medicine (01.09.2022)
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Journal Article
Design of Block-Scrambling-Based privacy protection mechanism in healthcare using fusion of transfer learning models with Hippopotamus optimization algorithm
Elhessewi, Ghada Moh. Samir, Alzahrani, Mohammed Yahya, Alamgeer, Mohammad, Darem, Abdulbasit A., Albalawneh, Da’ad, Alqahtani, Mohammed, Al Sadig, Mutasim, Alanazi, Sultan
Published in Scientific reports (01.07.2025)
Published in Scientific reports (01.07.2025)
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Journal Article
Study on text mining algorithm for ultrasound examination of chronic liver diseases based on spectral clustering
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Journal Article
Conference Proceeding
Classification algorithms with multi-modal data fusion could accurately distinguish neuromyelitis optica from multiple sclerosis
Eshaghi, Arman, Riyahi-Alam, Sadjad, Saeedi, Roghayyeh, Roostaei, Tina, Nazeri, Arash, Aghsaei, Aida, Doosti, Rozita, Ganjgahi, Habib, Bodini, Benedetta, Shakourirad, Ali, Pakravan, Manijeh, Ghana'ati, Hossein, Firouznia, Kavous, Zarei, Mojtaba, Azimi, Amir Reza, Sahraian, Mohammad Ali
Published in NeuroImage clinical (01.01.2015)
Published in NeuroImage clinical (01.01.2015)
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Journal Article
The clinical and imaging data fusion model for single-period cerebral CTA collateral circulation assessment
Ma, Yuqi, He, Jingliu, Tan, Duo, Han, Xu, Feng, Ruiqi, Xiong, Hailing, Peng, Xihua, Pu, Xun, Zhang, Lin, Li, Yongmei, Chen, Shanxiong
Published in Journal of X-ray science and technology (01.01.2024)
Published in Journal of X-ray science and technology (01.01.2024)
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Journal Article