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Results of the 2016 International Skin Imaging Collaboration International Symposium on Biomedical Imaging challenge: Comparison of the accuracy of computer algorithms to dermatologists for the diagnosis of melanoma from dermoscopic images

by Marchetti, Michael A., Codella, Noel C.F., Dusza, Stephen W., Gutman, David A., Helba, Brian, Kalloo, Aadi, Mishra, Nabin, Carrera, Cristina, Celebi, M. Emre, DeFazio, Jennifer L., Jaimes, Natalia, Marghoob, Ashfaq A., Quigley, Elizabeth, Scope, Alon, Yélamos, Oriol, Halpern, Allan C.
Published in Journal of the American Academy of Dermatology (01.02.2018)

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DRPSO:A multi-strategy fusion particle swarm optimization algorithm with a replacement mechanisms for colon cancer pathology image segmentation

by Hu, Gang, Zheng, Yixuan, Houssein, Essam H., Wei, Guo
Published in Computers in biology and medicine (01.08.2024)

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A novel lightweight multi-scale feature fusion segmentation algorithm for real-time cervical lesion screening

by Yang, Jiahui, Zhang, Ying, Fan, Wenlong, Wang, Jie, Zhang, Xinhe, Liu, Chunhui, Liu, Shuang, Xue, Linyan
Published in Scientific reports (21.02.2025)

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Application of Transfer Learning and Feature Fusion Algorithms to Improve the Identification and Prediction Efficiency of Premature Ovarian Failure

by Zhang, Yuanyuan, Hou, Jing, Wang, Qiaoyun, Hou, Aiqin, Liu, Yanni
Published in Journal of healthcare engineering (27.03.2022)

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NMD-FusionNet: a multimodal fusion-based medical imaging-assisted diagnostic model for liver cancer

by Ye, Qing, Luo, Minghao, Zhou, Jing, Cheng, Chunlei, Peng, Lin, Wu, Jia
Published in Journal of King Saud University. Computer and information sciences (01.08.2025)

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Gastrointestinal tract disease classification from wireless capsule endoscopy images based on deep learning information fusion and Newton Raphson controlled marine predator algorithm

by 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)

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A multi-stage multi-modal learning algorithm with adaptive multimodal fusion for improving multi-label skin lesion classification

by Zuo, Lihan, Wang, Zizhou, Wang, Yan
Published in Artificial intelligence in medicine (01.04.2025)

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Multi-scale patch and multi-modality atlases for whole heart segmentation of MRI

by Zhuang, Xiahai, Shen, Juan
Published in Medical image analysis (01.07.2016)

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A novel fuzzy C-means algorithm for unsupervised heterogeneous tumor quantification in PET

by Belhassen, Saoussen, Zaidi, Habib
Published in Medical physics (Lancaster) (01.03.2010)

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Deep Canonical Correlation Fusion Algorithm Based on Denoising Autoencoder for ASD Diagnosis and Pathogenic Brain Region Identification

by Zhang, Huilian, Chen, Jie, Liao, Bo, Wu, Fang-xiang, Bi, Xia-an
Published in Interdisciplinary sciences : computational life sciences (01.06.2024)

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Information fusion for fully automated segmentation of head and neck tumors from PET and CT images

by Shiri, Isaac, Amini, Mehdi, Yousefirizi, Fereshteh, Vafaei Sadr, Alireza, Hajianfar, Ghasem, Salimi, Yazdan, Mansouri, Zahra, Jenabi, Elnaz, Maghsudi, Mehdi, Mainta, Ismini, Becker, Minerva, Rahmim, Arman, Zaidi, Habib
Published in Medical physics (Lancaster) (01.01.2024)

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Artificial intelligence based classification and prediction of medical imaging using a novel framework of inverted and self-attention deep neural network architecture

by Aftab, Junaid, Khan, Muhammad Attique, Arshad, Sobia, Rehman, Shams ur, AlHammadi, Dina Abdulaziz, Nam, Yunyoung
Published in Scientific reports (13.03.2025)

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Enhancing cancer diagnostics through a novel deep learning-based semantic segmentation algorithm: A low-cost, high-speed, and accurate approach

by Benabbou, Tarik, Sahel, Aïcha, Badri, Abdelmajid, Mourabit, Ilham El
Published in Computers in biology and medicine (01.09.2025)

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Nonsubsampled rotated complex wavelet transform (NSRCxWT) for medical image fusion related to clinical aspects in neurocysticercosis

by 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)

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Hahn-PCNN-CNN: an end-to-end multi-modal brain medical image fusion framework useful for clinical diagnosis

by Guo, Kai, Li, Xiongfei, Hu, Xiaohan, Liu, Jichen, Fan, Tiehu
Published in BMC medical imaging (14.07.2021)

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Medical image fusion using enhanced cross-visual cortex model based on artificial selection and impulse-coupled neural network

by Xu, Wanni, Fu, You-Lei, Xu, Huasen, Wong, Kelvin K.L.
Published in Computer methods and programs in biomedicine (01.02.2023)

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Research on lung nodule recognition algorithm based on deep feature fusion and MKL-SVM-IPSO

by Li, Yang, Zheng, Hewei, Huang, Xiaoyu, Chang, Jiayue, Hou, Debiao, Lu, Huimin
Published in Scientific reports (18.10.2022)

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Research of Multimodal Medical Image Fusion Based on Parameter-Adaptive Pulse-Coupled Neural Network and Convolutional Sparse Representation

by Xia, Jingming, Tan, Ling, Lu, Yi
Published in Computational and mathematical methods in medicine (2020)

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RAE-Net: a multi-modal neural network based on feature fusion and evidential deep learning algorithm in predicting breast cancer subtypes on DCE-MRI

by Tang, Xiaowen, Zhu, Yinsu
Published in Biomedical physics & engineering express (25.02.2025)

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Predicting lung nodule malignancies by combining deep convolutional neural network and handcrafted features

by 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)

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