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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
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
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
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
Artificial intelligence based classification and prediction of medical imaging using a novel framework of inverted and self-attention deep neural network architecture
Aftab, Junaid, Khan, Muhammad Attique, Arshad, Sobia, Rehman, Shams ur, AlHammadi, Dina Abdulaziz, Nam, Yunyoung
Published in Scientific reports (13.03.2025)
Published in Scientific reports (13.03.2025)
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Journal Article
New Computerized Planning Algorithm and Clinical Testing Of Optimized Nuss Bar Design for Patients with Pectus Excavatum
Papp, János György, Kiss, Ákos, Balogh, Krisztián, Kostyál, László, Tóth, Imre, Gáll, Tibor, Vajda, Péter, Molnár, Tamás F., Papp, István, Szabó, László, Palotás, Árpád B.
Published in Medical science monitor (18.05.2024)
Published in Medical science monitor (18.05.2024)
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Journal Article
3-D Segmentation Algorithm of Small Lung Nodules in Spiral CT Images
Diciotti, S., Picozzi, G., Falchini, M., Mascalchi, M., Villari, N., Valli, G.
Published in IEEE transactions on information technology in biomedicine (01.01.2008)
Published in IEEE transactions on information technology in biomedicine (01.01.2008)
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Journal Article
Nonsubsampled rotated complex wavelet transform (NSRCxWT) for medical image fusion related to clinical aspects in neurocysticercosis
Chavan, Satishkumar S., Mahajan, Abhishek, Talbar, Sanjay N., Desai, Subhash, Thakur, Meenakshi, D'cruz, Anil
Published in Computers in biology and medicine (01.02.2017)
Published in Computers in biology and medicine (01.02.2017)
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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
Computer-aided measurement of liver volumes in CT by means of geodesic active contour segmentation coupled with level-set algorithms
Suzuki, Kenji, Kohlbrenner, Ryan, Epstein, Mark L., Obajuluwa, Ademola M., Xu, Jianwu, Hori, Masatoshi
Published in Medical physics (Lancaster) (01.05.2010)
Published in Medical physics (Lancaster) (01.05.2010)
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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
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
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