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A feature agnostic approach for glaucoma detection in OCT volumes
Maetschke, Stefan, Antony, Bhavna, Ishikawa, Hiroshi, Wollstein, Gadi, Schuman, Joel, Garnavi, Rahil
Published in PloS one (01.07.2019)
Published in PloS one (01.07.2019)
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Journal Article
Mobile microscopy and telemedicine platform assisted by deep learning for the quantification of Trichuris trichiura infection
Dacal, Elena, Bermejo-Peláez, David, Lin, Lin, Álamo, Elisa, Cuadrado, Daniel, Martínez, Álvaro, Mousa, Adriana, Postigo, María, Soto, Alicia, Sukosd, Endre, Vladimirov, Alexander, Mwandawiro, Charles, Gichuki, Paul, Williams, Nana Aba, Muñoz, José, Kepha, Stella, Luengo-Oroz, Miguel
Published in PLoS neglected tropical diseases (01.09.2021)
Published in PLoS neglected tropical diseases (01.09.2021)
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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
A new fruit fly optimization algorithm enhanced support vector machine for diagnosis of breast cancer based on high-level features
Huang, Hui, Feng, Xi’an, Zhou, Suying, Jiang, Jionghui, Chen, Huiling, Li, Yuping, Li, Chengye
Published in BMC bioinformatics (10.06.2019)
Published in BMC bioinformatics (10.06.2019)
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Journal Article
Evaluation of machine learning methods with Fourier Transform features for classifying ovarian tumors based on ultrasound images
Martínez-Más, José, Bueno-Crespo, Andrés, Khazendar, Shan, Remezal-Solano, Manuel, Martínez-Cendán, Juan-Pedro, Jassim, Sabah, Du, Hongbo, Al Assam, Hisham, Bourne, Tom, Timmerman, Dirk
Published in PloS one (26.07.2019)
Published in PloS one (26.07.2019)
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Journal Article
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
A Computer-Aided Diagnosis System Using Deep Learning for Multiclass Skin Lesion Classification
Arshad, Mehak, Khan, Muhammad Attique, Tariq, Usman, Armghan, Ammar, Alenezi, Fayadh, Younus Javed, Muhammad, Aslam, Shabnam Mohamed, Kadry, Seifedine
Published in Computational intelligence and neuroscience (2021)
Published in Computational intelligence and neuroscience (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
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