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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
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
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
Untangling Computer-Aided Diagnostic System for Screening Diabetic Retinopathy Based on Deep Learning Techniques
Farooq, Muhammad Shoaib, Arooj, Ansif, Alroobaea, Roobaea, Baqasah, Abdullah M., Jabarulla, Mohamed Yaseen, Singh, Dilbag, Sardar, Ruhama
Published in Sensors (Basel, Switzerland) (24.02.2022)
Published in Sensors (Basel, Switzerland) (24.02.2022)
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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
A Multi-Feature Fusion Framework for Automatic Skin Cancer Diagnostics
Bakheet, Samy, Alsubai, Shtwai, El-Nagar, Aml, Alqahtani, Abdullah
Published in Diagnostics (Basel) (01.04.2023)
Published in Diagnostics (Basel) (01.04.2023)
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Journal Article
Controlling an organic synthesis robot with machine learning to search for new reactivity
Granda, Jarosław M., Donina, Liva, Dragone, Vincenza, Long, De-Liang, Cronin, Leroy
Published in Nature (London) (01.07.2018)
Published in Nature (London) (01.07.2018)
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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
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
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
Towards Diagnostic Aided Systems in Coronary Artery Disease Detection: A Comprehensive Multiview Survey of the State of the Art
Garavand, Ali, Behmanesh, Ali, Aslani, Nasim, Sadeghsalehi, Hamidreza, Ghaderzadeh, Mustafa
Published in International journal of intelligent systems (2023)
Published in International journal of intelligent systems (2023)
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Journal Article
Diagnostic classification of cancers using extreme gradient boosting algorithm and multi-omics data
Ma, Baoshan, Meng, Fanyu, Yan, Ge, Yan, Haowen, Chai, Bingjie, Song, Fengju
Published in Computers in biology and medicine (01.06.2020)
Published in Computers in biology and medicine (01.06.2020)
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Journal Article
Developing and Evaluating an AI-Based Computer-Aided Diagnosis System for Retinal Disease: Diagnostic Study for Central Serous Chorioretinopathy
Yoon, Jeewoo, Han, Jinyoung, Ko, Junseo, Choi, Seong, Park, Ji In, Hwang, Joon Seo, Han, Jeong Mo, Hwang, Daniel Duck-Jin
Published in Journal of medical Internet research (29.11.2023)
Published in Journal of medical Internet research (29.11.2023)
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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
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
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
Feature Fusion for Diagnosis of Atypical Hepatocellular Carcinoma in Contrast- Enhanced Ultrasound
Zhou, Jiakang, Pan, Fengxin, Li, Wei, Hu, Hangtong, Wang, Wei, Huang, Qinghua
Published in IEEE transactions on ultrasonics, ferroelectrics, and frequency control (01.01.2022)
Published in IEEE transactions on ultrasonics, ferroelectrics, and frequency control (01.01.2022)
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Journal Article