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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
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
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
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
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
Multi-channel convolutional neural network architectures for thyroid cancer detection
Zhang, Xinyu, Lee, Vincent C. S., Rong, Jia, Liu, Feng, Kong, Haoyu
Published in PloS one (21.01.2022)
Published in PloS one (21.01.2022)
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Journal Article
Classification of digital pathological images of non‐Hodgkin's lymphoma subtypes based on the fusion of transfer learning and principal component analysis
Zhang, Jianfei, Cui, Wensheng, Guo, Xiaoyan, Wang, Bo, Wang, Zhen
Published in Medical physics (Lancaster) (01.09.2020)
Published in Medical physics (Lancaster) (01.09.2020)
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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
New machine learning method for image-based diagnosis of COVID-19
Elaziz, Mohamed Abd, Hosny, Khalid M., Salah, Ahmad, Darwish, Mohamed M., Lu, Songfeng, Sahlol, Ahmed T.
Published in PloS one (26.06.2020)
Published in PloS one (26.06.2020)
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Journal Article
Computer-aided diagnosis of external and middle ear conditions: A machine learning approach
Viscaino, Michelle, Maass, Juan C., Delano, Paul H., Torrente, Mariela, Stott, Carlos, Auat Cheein, Fernando
Published in PloS one (12.03.2020)
Published in PloS one (12.03.2020)
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Journal Article
BrainNet: a fusion assisted novel optimal framework of residual blocks and stacked autoencoders for multimodal brain tumor classification
Ullah, Muhammad Sami, Khan, Muhammad Attique, Almujally, Nouf Abdullah, Alhaisoni, Majed, Akram, Tallha, Shabaz, Mohammad
Published in Scientific reports (11.03.2024)
Published in Scientific reports (11.03.2024)
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Journal Article
Using machine learning and deep learning algorithms for downtime minimization in manufacturing systems: an early failure detection diagnostic service
Shahin, Mohammad, Chen, F. Frank, Hosseinzadeh, Ali, Zand, Neda
Published in International journal of advanced manufacturing technology (01.10.2023)
Published in International journal of advanced manufacturing technology (01.10.2023)
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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
Computer-aided diagnosis of lung nodule using gradient tree boosting and Bayesian optimization
Nishio, Mizuho, Nishizawa, Mitsuo, Sugiyama, Osamu, Kojima, Ryosuke, Yakami, Masahiro, Kuroda, Tomohiro, Togashi, Kaori
Published in PloS one (19.04.2018)
Published in PloS one (19.04.2018)
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Journal Article
DeepCervix: A deep learning-based framework for the classification of cervical cells using hybrid deep feature fusion techniques
Rahaman, Md Mamunur, Li, Chen, Yao, Yudong, Kulwa, Frank, Wu, Xiangchen, Li, Xiaoyan, Wang, Qian
Published in Computers in biology and medicine (01.09.2021)
Published in Computers in biology and medicine (01.09.2021)
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Journal Article
Performance and clinical applicability of machine learning in liver computed tomography imaging: a systematic review
Radiya, Keyur, Joakimsen, Henrik Lykke, Mikalsen, Karl Øyvind, Aahlin, Eirik Kjus, Lindsetmo, Rolv-Ole, Mortensen, Kim Erlend
Published in European radiology (01.10.2023)
Published in European radiology (01.10.2023)
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Journal Article
Hybrid Fusion of High-Resolution and Ultra-Widefield OCTA Acquisitions for the Automatic Diagnosis of Diabetic Retinopathy
Li, Yihao, El Habib Daho, Mostafa, Conze, Pierre-Henri, Zeghlache, Rachid, Le Boité, Hugo, Bonnin, Sophie, Cosette, Deborah, Magazzeni, Stephanie, Lay, Bruno, Le Guilcher, Alexandre, Tadayoni, Ramin, Cochener, Béatrice, Lamard, Mathieu, Quellec, Gwenolé
Published in Diagnostics (Basel) (26.08.2023)
Published in Diagnostics (Basel) (26.08.2023)
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Journal Article