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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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Common pre-diagnostic features in individuals with different rare diseases represent a key for diagnostic support with computerized pattern recognition?

by Grigull, Lorenz, Mehmecke, Sandra, Rother, Ann-Katrin, Blöß, Susanne, Klemann, Christian, Schumacher, Ulrike, Mücke, Urs, Kortum, Xiaowei, Lechner, Werner, Klawonn, Frank
Published in PloS one (10.10.2019)

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Diagnostic Support for Selected Paediatric Pulmonary Diseases Using Answer-Pattern Recognition in Questionnaires Based on Combined Data Mining Applications—A Monocentric Observational Pilot Study

by Rother, Ann-Katrin, Schwerk, Nicolaus, Brinkmann, Folke, Klawonn, Frank, Lechner, Werner, Grigull, Lorenz
Published in PloS one (12.08.2015)

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Multi-Image-Feature-Based Hierarchical Concrete Crack Identification Framework Using Optimized SVM Multi-Classifiers and D–S Fusion Algorithm for Bridge Structures

by Yu, Yang, Rashidi, Maria, Samali, Bijan, Yousefi, Amir M., Wang, Weiqiang
Published in Remote sensing (Basel, Switzerland) (01.01.2021)

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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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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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A Deep Learning Approach to Diagnostic Classification of Prostate Cancer Using Pathology–Radiology Fusion

by Khosravi, Pegah, Lysandrou, Maria, Eljalby, Mahmoud, Li, Qianzi, Kazemi, Ehsan, Zisimopoulos, Pantelis, Sigaras, Alexandros, Brendel, Matthew, Barnes, Josue, Ricketts, Camir, Meleshko, Dmitry, Yat, Andy, McClure, Timothy D., Robinson, Brian D., Sboner, Andrea, Elemento, Olivier, Chughtai, Bilal, Hajirasouliha, Iman
Published in Journal of magnetic resonance imaging (01.08.2021)

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Automated quantification of coronary plaque with computed tomography: comparison with intravascular ultrasound using a dedicated registration algorithm for fusion-based quantification

by Boogers, Mark J., Broersen, Alexander, van Velzen, Joëlla E., de Graaf, Fleur R., El-Naggar, Heba M., Kitslaar, Pieter H., Dijkstra, Jouke, Delgado, Victoria, Boersma, Eric, de Roos, Albert, Schuijf, Joanne D., Schalij, Martin J., Reiber, Johan H.C., Bax, Jeroen J., Jukema, J. Wouter
Published in European heart journal (01.04.2012)

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Type2 diabetes mellitus prediction using data mining algorithms based on the long-noncoding RNAs expression: a comparison of four data mining approaches

by Kazerouni, Faranak, Bayani, Azadeh, Asadi, Farkhondeh, Saeidi, Leyla, Parvizi, Nasrin, Mansoori, Zahra
Published in BMC bioinformatics (27.08.2020)

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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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Diagnostic support for selected neuromuscular diseases using answer-pattern recognition and data mining techniques: a proof of concept multicenter prospective trial

by 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)

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Automatic diagnostics of electroencephalography pathology based on multi-domain feature fusion

by Chen, Shimiao, Huang, Dong, Liu, Xinyue, Chen, Jianjun, Kong, Xiangzeng, Zhang, Tingting
Published in PloS one (05.05.2025)

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Development of a deep learning radiomics model combining lumbar CT, multi-sequence MRI, and clinical data to predict high-risk cage subsidence after lumbar fusion: a retrospective multicenter study

by Zou, Congying, Chen, Ruiyuan, Wang, Baodong, Fei, Qi, Song, Hongxing, Zang, Lei
Published in Biomedical engineering online (02.03.2025)

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RNA sequencing and swarm intelligence–enhanced classification algorithm development for blood-based disease diagnostics using spliced blood platelet RNA

by Best, Myron G., In ’t Veld, Sjors G. J. G., Sol, Nik, Wurdinger, Thomas
Published in Nature protocols (01.04.2019)

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Modality-Aware Discriminative Fusion Network for Integrated Analysis of Brain Imaging Genomics

by Sheng, Xiaoqi, Cai, Hongmin, Nie, Yongwei, He, Shengfeng, Cheung, Yiu-Ming, Chen, Jiazhou
Published in IEEE transaction on neural networks and learning systems (01.05.2025)

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Artificial intelligence in clinical and genomic diagnostics

by Dias, Raquel, Torkamani, Ali
Published in Genome medicine (19.11.2019)

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Investigating the Role of Image Fusion in Brain Tumor Classification Models Based on Machine Learning Algorithm for Personalized Medicine

by Nanmaran, R., Srimathi, S., Yamuna, G., Thanigaivel, S., Vickram, A. S., Priya, A. K., Karthick, Alagar, Karpagam, J., Mohanavel, V., Muhibbullah, M.
Published in Computational and mathematical methods in medicine (07.02.2022)

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Extraction of Airways From CT (EXACT'09)

by Lo, Pechin, van Ginneken, Bram, Reinhardt, Joseph M., Yavarna, Tarunashree, de Jong, Pim A., Irving, Benjamin, Fetita, Catalin, Ortner, Margarete, Pinho, Rômulo, Sijbers, Jan, Feuerstein, Marco, Fabijanska, Anna, Bauer, Christian, Beichel, Reinhard, Mendoza, Carlos S., Wiemker, Rafael, Lee, Jaesung, Reeves, Anthony P., Born, Silvia, Weinheimer, Oliver, van Rikxoort, Eva M., Tschirren, Juerg, Mori, Ken, Odry, Benjamin, Naidich, David P., Hartmann, Ieneke, Hoffman, Eric A., Prokop, Mathias, Pedersen, Jesper H., de Bruijne, Marleen
Published in IEEE transactions on medical imaging (01.11.2012)

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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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Diagnosis of NEC using a Multi-Feature Fusion Machine Learning Algorithm

by Li, Jiahe, Han, Yue, Li, Yunzhou, Zhang, Jin, He, Ling, Xiong, Tao, Gao, Qian
Published in International journal of advanced computer science & applications (2024)

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