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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
Deep Learning Algorithm for Optimized Sensor Data Fusion in Fault Diagnosis and Tolerance
Elhoseny, M., Rao, Deepak Dasaratha, Veerasamy, Bala Dhandayuthapani, Alduaiji, Noha, Shreyas, J., Shukla, Piyush Kumar
Published in International journal of computational intelligence systems (02.12.2024)
Published in International journal of computational intelligence systems (02.12.2024)
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Journal Article
FusionM4Net: A multi-stage multi-modal learning algorithm for multi-label skin lesion classification
Tang, Peng, Yan, Xintong, Nan, Yang, Xiang, Shao, Krammer, Sebastian, Lasser, Tobias
Published in Medical image analysis (01.02.2022)
Published in Medical image analysis (01.02.2022)
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Journal Article
Machine Learning Algorithms and Fault Detection for Improved Belief Function Based Decision Fusion in Wireless Sensor Networks
Javaid, Atia, Javaid, Nadeem, Wadud, Zahid, Saba, Tanzila, Sheta, Osama E., Saleem, Muhammad Qaiser, Alzahrani, Mohammad Eid
Published in Sensors (Basel, Switzerland) (17.03.2019)
Published in Sensors (Basel, Switzerland) (17.03.2019)
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Journal Article
Classification of estrogenic compounds by coupling high content analysis and machine learning algorithms
Mukherjee, Rajib, Beykal, Burcu, Szafran, Adam T., Onel, Melis, Stossi, Fabio, Mancini, Maureen G., Lloyd, Dillon, Wright, Fred A., Zhou, Lan, Mancini, Michael A., Pistikopoulos, Efstratios N.
Published in PLoS computational biology (01.09.2020)
Published in PLoS computational biology (01.09.2020)
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Journal Article
Inconsistency in the use of the term “validation” in studies reporting the performance of deep learning algorithms in providing diagnosis from medical imaging
Kim, Dong Wook, Jang, Hye Young, Ko, Yousun, Son, Jung Hee, Kim, Pyeong Hwa, Kim, Seon-Ok, Lim, Joon Seo, Park, Seong Ho
Published in PLOS ONE (11.09.2020)
Published in PLOS ONE (11.09.2020)
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Journal Article
Hahn-PCNN-CNN: an end-to-end multi-modal brain medical image fusion framework useful for clinical diagnosis
Guo, Kai, Li, Xiongfei, Hu, Xiaohan, Liu, Jichen, Fan, Tiehu
Published in BMC medical imaging (14.07.2021)
Published in BMC medical imaging (14.07.2021)
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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
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
Health management and pattern analysis of daily living activities of people with dementia using in-home sensors and machine learning techniques
Enshaeifar, Shirin, Zoha, Ahmed, Markides, Andreas, Skillman, Severin, Acton, Sahr Thomas, Elsaleh, Tarek, Hassanpour, Masoud, Ahrabian, Alireza, Kenny, Mark, Klein, Stuart, Rostill, Helen, Nilforooshan, Ramin, Barnaghi, Payam
Published in PloS one (03.05.2018)
Published in PloS one (03.05.2018)
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Journal Article
Neuroimaging modality fusion in Alzheimer’s classification using convolutional neural networks
Punjabi, Arjun, Martersteck, Adam, Wang, Yanran, Parrish, Todd B., Katsaggelos, Aggelos K.
Published in PloS one (05.12.2019)
Published in PloS one (05.12.2019)
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Journal Article
Enhanced Model for Gestational Diabetes Mellitus Prediction Using a Fusion Technique of Multiple Algorithms with Explainability
Hassan, Ahmad, Ahmad, Saima Gulzar, Iqbal, Tassawar, Munir, Ehsan Ullah, Ayyub, Kashif, Ramzan, Naeem
Published in International journal of computational intelligence systems (04.03.2025)
Published in International journal of computational intelligence systems (04.03.2025)
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Journal Article
Deep Canonical Correlation Fusion Algorithm Based on Denoising Autoencoder for ASD Diagnosis and Pathogenic Brain Region Identification
Zhang, Huilian, Chen, Jie, Liao, Bo, Wu, Fang-xiang, Bi, Xia-an
Published in Interdisciplinary sciences : computational life sciences (01.06.2024)
Published in Interdisciplinary sciences : computational life sciences (01.06.2024)
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Journal Article