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Classification of healthy and diseased retina using SD-OCT imaging and Random Forest algorithm
Hussain, Md Akter, Bhuiyan, Alauddin, D. Luu, Chi, Theodore Smith, R., H. Guymer, Robyn, Ishikawa, Hiroshi, S. Schuman, Joel, Ramamohanarao, Kotagiri
Published in PloS one (04.06.2018)
Published in PloS one (04.06.2018)
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Journal Article
Development and Validation of Clinical Diagnostic Model for Girls with Central Precocious Puberty: Machine-learning Approaches
Huynh, Quynh Thi Vu, Le, Nguyen Quoc Khanh, Huang, Shih-Yi, Ho, Ban Tran, Vu, Tru Huy, Pham, Hong Thi Minh, Pham, An Le, Hou, Jia-Woei, Nguyen, Ngan Thi Kim, Chen, Yang Ching
Published in PloS one (21.01.2022)
Published in PloS one (21.01.2022)
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Journal Article
Assessment of peritoneal microbial features and tumor marker levels as potential diagnostic tools for ovarian cancer
Miao, Ruizhong, Badger, Taylor C., Groesch, Kathleen, Diaz-Sylvester, Paula L., Wilson, Teresa, Ghareeb, Allen, Martin, Jongjin Anne, Cregger, Melissa, Welge, Michael, Bushell, Colleen, Auvil, Loretta, Zhu, Ruoqing, Brard, Laurent, Braundmeier-Fleming, Andrea
Published in PloS one (09.01.2020)
Published in PloS one (09.01.2020)
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Journal Article
Diagnostic assessment of deep learning algorithms for diabetic retinopathy screening
Li, Tao, Gao, Yingqi, Wang, Kai, Guo, Song, Liu, Hanruo, Kang, Hong
Published in Information sciences (01.10.2019)
Published in Information sciences (01.10.2019)
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Journal Article
Diagnostic of fatty liver using radiomics and deep learning models on non-contrast abdominal CT
Zhang, Haoran, Liu, Jinlong, Su, Danyang, Bai, Zhen, Wu, Yan, Ma, Yuanbo, Miao, Qiuju, Wang, Mingyue, Yang, Xiaopeng
Published in PloS one (13.02.2025)
Published in PloS one (13.02.2025)
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Journal Article
A confounder controlled machine learning approach: Group analysis and classification of schizophrenia and Alzheimer’s disease using resting-state functional network connectivity
Hassanzadeh, Reihaneh, Abrol, Anees, Pearlson, Godfrey, Turner, Jessica A., Calhoun, Vince D.
Published in PloS one (20.05.2024)
Published in PloS one (20.05.2024)
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Journal Article
Improving a data mining based diagnostic support tool for rare diseases on the example of M. Fabry: Gender differences need to be taken into account
Hahn, Philipp, Lechner, Werner, Siefen, Rainer-Georg, Lampe, Christina, Nordbeck, Peter, Grigull, Lorenz, Lücke, Thomas
Published in PloS one (30.06.2025)
Published in PloS one (30.06.2025)
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Journal Article
Deep learning for lung cancer prognostication: A retrospective multi-cohort radiomics study
Hosny, Ahmed, Parmar, Chintan, Coroller, Thibaud P., Grossmann, Patrick, Zeleznik, Roman, Kumar, Avnish, Bussink, Johan, Gillies, Robert J., Mak, Raymond H., Aerts, Hugo J. W. L.
Published in PLoS medicine (30.11.2018)
Published in PLoS medicine (30.11.2018)
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Journal Article
A novel diagnostic and prognostic approach for unresponsive patients with anthroponotic cutaneous leishmaniasis using artificial neural networks
Bamorovat, Mehdi, Sharifi, Iraj, Rashedi, Esmat, Shafiian, Alireza, Sharifi, Fatemeh, Khosravi, Ahmad, Tahmouresi, Amirhossein
Published in PloS one (05.05.2021)
Published in PloS one (05.05.2021)
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Journal Article
Recycling diagnostic MRI for empowering brain morphometric research – Critical & practical assessment on learning-based image super-resolution
Liu, Gaoping, Cao, Zehong, Xu, Qiang, Zhang, Qirui, Yang, Fang, Xie, Xinyu, Hao, Jingru, Shi, Yinghuan, Bernhardt, Boris C., He, Yichu, Shi, Feng, Lu, Guangming, Zhang, Zhiqiang
Published in NeuroImage (Orlando, Fla.) (15.12.2021)
Published in NeuroImage (Orlando, Fla.) (15.12.2021)
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Journal Article
Variation in the Thickness of Knee Cartilage. The Use of a Novel Machine Learning Algorithm for Cartilage Segmentation of Magnetic Resonance Images
Shah, Romil F., Martinez, Alejandro M., Pedoia, Valentina, Majumdar, Sharmila, Vail, Thomas P., Bini, Stefano A.
Published in The Journal of arthroplasty (01.10.2019)
Published in The Journal of arthroplasty (01.10.2019)
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Journal Article
White matter hyperintensities and their relationship to cognition: Effects of segmentation algorithm
Tubi, Meral A., Feingold, Franklin W., Kothapalli, Deydeep, Hare, Evan T., King, Kevin S., Thompson, Paul M., Braskie, Meredith N.
Published in NeuroImage (Orlando, Fla.) (01.02.2020)
Published in NeuroImage (Orlando, Fla.) (01.02.2020)
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Journal Article
Combining elemental analysis of toenails and machine learning techniques as a non-invasive diagnostic tool for the robust classification of type-2 diabetes
Carter, Jake A., Long, Christina S., Smith, Beth P., Smith, Thomas L., Donati, George L.
Published in Expert systems with applications (01.01.2019)
Published in Expert systems with applications (01.01.2019)
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Journal Article
Classification of the Clinical Images for Benign and Malignant Cutaneous Tumors Using a Deep Learning Algorithm
Han, Seung Seog, Kim, Myoung Shin, Lim, Woohyung, Park, Gyeong Hun, Park, Ilwoo, Chang, Sung Eun
Published in Journal of investigative dermatology (01.07.2018)
Published in Journal of investigative dermatology (01.07.2018)
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Journal Article
Prediction of clinical depression scores and detection of changes in whole-brain using resting-state functional MRI data with partial least squares regression
Yoshida, Kosuke, Shimizu, Yu, Yoshimoto, Junichiro, Takamura, Masahiro, Okada, Go, Okamoto, Yasumasa, Yamawaki, Shigeto, Doya, Kenji
Published in PloS one (12.07.2017)
Published in PloS one (12.07.2017)
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Journal Article
Diagnosis of thyroid cancer using deep convolutional neural network models applied to sonographic images: a retrospective, multicohort, diagnostic study
Li, Xiangchun, Zhang, Sheng, Zhang, Qiang, Wei, Xi, Pan, Yi, Zhao, Jing, Xin, Xiaojie, Qin, Chunxin, Wang, Xiaoqing, Li, Jianxin, Yang, Fan, Zhao, Yanhui, Yang, Meng, Wang, Qinghua, Zheng, Zhiming, Zheng, Xiangqian, Yang, Xiangming, Whitlow, Christopher T, Gurcan, Metin Nafi, Zhang, Lun, Wang, Xudong, Pasche, Boris C, Gao, Ming, Zhang, Wei, Chen, Kexin
Published in The lancet oncology (01.02.2019)
Published in The lancet oncology (01.02.2019)
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Journal Article
Identification of intraductal carcinoma of the prostate on tissue specimens using Raman micro-spectroscopy: A diagnostic accuracy case–control study with multicohort validation
Grosset, Andrée-Anne, Dallaire, Frédérick, Nguyen, Tien, Birlea, Mirela, Wong, Jahg, Daoust, François, Roy, Noémi, Kougioumoutzakis, André, Azzi, Feryel, Aubertin, Kelly, Kadoury, Samuel, Latour, Mathieu, Albadine, Roula, Prendeville, Susan, Boutros, Paul, Fraser, Michael, Bristow, Rob G., van der Kwast, Theodorus, Orain, Michèle, Brisson, Hervé, Benzerdjeb, Nazim, Hovington, Hélène, Bergeron, Alain, Fradet, Yves, Têtu, Bernard, Saad, Fred, Leblond, Frédéric, Trudel, Dominique
Published in PLoS medicine (01.08.2020)
Published in PLoS medicine (01.08.2020)
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Journal Article