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Deep Learning Algorithms with Demographic Information Help to Detect Tuberculosis in Chest Radiographs in Annual Workers’ Health Examination Data
Heo, Seok-Jae, Kim, Yangwook, Yun, Sehyun, Lim, Sung-Shil, Kim, Jihyun, Nam, Chung-Mo, Park, Eun-Cheol, Jung, Inkyung, Yoon, Jin-Ha
Published in International journal of environmental research and public health (16.01.2019)
Published in International journal of environmental research and public health (16.01.2019)
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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
Improving stroke risk prediction by integrating XGBoost, optimized principal component analysis, and explainable artificial intelligence
Mochurad, Lesia, Babii, Viktoriia, Boliubash, Yuliia, Mochurad, Yulianna
Published in BMC medical informatics and decision making (07.02.2025)
Published in BMC medical informatics and decision making (07.02.2025)
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Journal Article
DRG grouping by machine learning: from expert-oriented to data-based method
Liu, Xiaoting, Fang, Chenhao, Wu, Chao, Yu, Jianxing, Zhao, Qi
Published in BMC medical informatics and decision making (09.11.2021)
Published in BMC medical informatics and decision making (09.11.2021)
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Journal Article
Swarm Learning for decentralized and confidential clinical machine learning
Warnat-Herresthal, Stefanie, Schultze, Hartmut, Shastry, Krishnaprasad Lingadahalli, Manamohan, Sathyanarayanan, Mukherjee, Saikat, Garg, Vishesh, Sarveswara, Ravi, Händler, Kristian, Pickkers, Peter, Aziz, N. Ahmad, Ktena, Sofia, Tran, Florian, Bitzer, Michael, Ossowski, Stephan, Casadei, Nicolas, Herr, Christian, Petersheim, Daniel, Behrends, Uta, Kern, Fabian, Fehlmann, Tobias, Schommers, Philipp, Lehmann, Clara, Augustin, Max, Rybniker, Jan, Altmüller, Janine, Mishra, Neha, Bernardes, Joana P., Krämer, Benjamin, Bonaguro, Lorenzo, Schulte-Schrepping, Jonas, De Domenico, Elena, Siever, Christian, Kraut, Michael, Desai, Milind, Monnet, Bruno, Saridaki, Maria, Siegel, Charles Martin, Drews, Anna, Nuesch-Germano, Melanie, Theis, Heidi, Heyckendorf, Jan, Schreiber, Stefan, Kim-Hellmuth, Sarah, Nattermann, Jacob, Skowasch, Dirk, Kurth, Ingo, Keller, Andreas, Bals, Robert, Nürnberg, Peter, Rieß, Olaf, Rosenstiel, Philip, Netea, Mihai G., Theis, Fabian, Mukherjee, Sach, Backes, Michael, Aschenbrenner, Anna C., Ulas, Thomas, Breteler, Monique M. B., Giamarellos-Bourboulis, Evangelos J., Kox, Matthijs, Becker, Matthias, Cheran, Sorin, Woodacre, Michael S., Goh, Eng Lim, Schultze, Joachim L.
Published in Nature (London) (10.06.2021)
Published in Nature (London) (10.06.2021)
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Journal Article
Computer‐aided diagnosis of prostate cancer on magnetic resonance imaging using a convolutional neural network algorithm
Ishioka, Junichiro, Matsuoka, Yoh, Uehara, Sho, Yasuda, Yosuke, Kijima, Toshiki, Yoshida, Soichiro, Yokoyama, Minato, Saito, Kazutaka, Kihara, Kazunori, Numao, Noboru, Kimura, Tomo, Kudo, Kosei, Kumazawa, Itsuo, Fujii, Yasuhisa
Published in BJU international (01.09.2018)
Published in BJU international (01.09.2018)
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Journal Article
Towards improving diagnosis of skin diseases by combining deep neural network and human knowledge
Zhang, Xinyuan, Wang, Shiqi, Liu, Jie, Tao, Cui
Published in BMC medical informatics and decision making (23.07.2018)
Published in BMC medical informatics and decision making (23.07.2018)
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Journal Article
Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning
Bajwa, Muhammad Naseer, Malik, Muhammad Imran, Siddiqui, Shoaib Ahmed, Dengel, Andreas, Shafait, Faisal, Neumeier, Wolfgang, Ahmed, Sheraz
Published in BMC medical informatics and decision making (17.07.2019)
Published in BMC medical informatics and decision making (17.07.2019)
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Journal Article
Design, implementation, and evaluation of the computer-aided clinical decision support system based on learning-to-rank: collaboration between physicians and machine learning in the differential diagnosis process
Miyachi, Yasuhiko, Ishii, Osamu, Torigoe, Keijiro
Published in BMC medical informatics and decision making (02.02.2023)
Published in BMC medical informatics and decision making (02.02.2023)
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Journal Article
A novel deep learning framework for lung nodule detection in 3d CT images
Majidpourkhoei, Reza, Alilou, Mehdi, Majidzadeh, Kambiz, Babazadehsangar, Amin
Published in Multimedia tools and applications (01.08.2021)
Published in Multimedia tools and applications (01.08.2021)
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Journal Article
GasHisSDB: A new gastric histopathology image dataset for computer aided diagnosis of gastric cancer
Hu, Weiming, Li, Chen, Li, Xiaoyan, Rahaman, Md Mamunur, Ma, Jiquan, Zhang, Yong, Chen, Haoyuan, Liu, Wanli, Sun, Changhao, Yao, Yudong, Sun, Hongzan, Grzegorzek, Marcin
Published in Computers in biology and medicine (01.03.2022)
Published in Computers in biology and medicine (01.03.2022)
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Journal Article
Machine Learning for Ischemic Heart Disease Diagnosis Aided by Evolutionary Computing
Alsaffar, Mohammad, Alshammari, Abdullah, Alshammari, Gharbi, Aljaloud, Saud, Almurayziq, Tariq S., Abdoon, Fadam Muteb, Abebaw, Solomon
Published in Applied bionics and biomechanics (2021)
Published in Applied bionics and biomechanics (2021)
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Journal Article