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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
A Robust Computer-Aided Automated Brain Tumor Diagnosis Approach Using PSO-ReliefF Optimized Gaussian and Non-Linear Feature Space
Ali, Muhammad Umair, Kallu, Karam Dad, Masood, Haris, Hussain, Shaik Javeed, Ullah, Safee, Byun, Jong Hyuk, Zafar, Amad, Kim, Kawang Su
Published in Life (06.12.2022)
Published in Life (06.12.2022)
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Journal Article
Computer-Aided Diagnosis system for diagnosis of pulmonary emphysema using bio-inspired algorithms
Isaac, Anisha, Nehemiah, H. Khanna, Isaac, Anubha, Kannan, A.
Published in Computers in biology and medicine (01.09.2020)
Published in Computers in biology and medicine (01.09.2020)
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Journal Article
DeepFHR: intelligent prediction of fetal Acidemia using fetal heart rate signals based on convolutional neural network
Zhao, Zhidong, Deng, Yanjun, Zhang, Yang, Zhang, Yefei, Zhang, Xiaohong, Shao, Lihuan
Published in BMC medical informatics and decision making (30.12.2019)
Published in BMC medical informatics and decision making (30.12.2019)
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Journal Article
A Novel Distributed Multitask Fuzzy Clustering Algorithm for Automatic MR Brain Image Segmentation
Jiang, Yizhang, Zhao, Kaifa, Xia, Kaijian, Xue, Jing, Zhou, Leyuan, Ding, Yang, Qian, Pengjiang
Published in Journal of medical systems (01.05.2019)
Published in Journal of medical systems (01.05.2019)
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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
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
A neural network for glomerulus classification based on histological images of kidney biopsy
Cascarano, Giacomo Donato, Debitonto, Francesco Saverio, Lemma, Ruggero, Brunetti, Antonio, Buongiorno, Domenico, De Feudis, Irio, Guerriero, Andrea, Venere, Umberto, Matino, Silvia, Rocchetti, Maria Teresa, Rossini, Michele, Pesce, Francesco, Gesualdo, Loreto, Bevilacqua, Vitoantonio
Published in BMC medical informatics and decision making (01.11.2021)
Published in BMC medical informatics and decision making (01.11.2021)
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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
Applying artificial neural network for early detection of sepsis with intentionally preserved highly missing real-world data for simulating clinical situation
Kuo, Yao-Yi, Huang, Shu-Tien, Chiu, Hung-Wen
Published in BMC medical informatics and decision making (22.10.2021)
Published in BMC medical informatics and decision making (22.10.2021)
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Journal Article
Breast tumor localization and segmentation using machine learning techniques: Overview of datasets, findings, and methods
Ranjbarzadeh, Ramin, Dorosti, Shadi, Jafarzadeh Ghoushchi, Saeid, Caputo, Annalina, Tirkolaee, Erfan Babaee, Ali, Sadia Samar, Arshadi, Zahra, Bendechache, Malika
Published in Computers in biology and medicine (01.01.2023)
Published in Computers in biology and medicine (01.01.2023)
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Journal Article
Multiclass magnetic resonance imaging brain tumor classification using artificial intelligence paradigm
Tandel, Gopal S., Balestrieri, Antonella, Jujaray, Tanay, Khanna, Narender N., Saba, Luca, Suri, Jasjit S.
Published in Computers in biology and medicine (01.07.2020)
Published in Computers in biology and medicine (01.07.2020)
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Journal Article