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Non-invasive assessment of NAFLD as systemic disease—A machine learning perspective
Canbay, Ali, Kälsch, Julia, Neumann, Ursula, Rau, Monika, Hohenester, Simon, Baba, Hideo A., Rust, Christian, Geier, Andreas, Heider, Dominik, Sowa, Jan-Peter
Published in PloS one (26.03.2019)
Published in PloS one (26.03.2019)
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Journal Article
Non-invasive assessment of portal hypertension by multi-parametric magnetic resonance imaging of the spleen: A proof of concept study
Levick, Christina, Phillips-Hughes, Jane, Collier, Jane, Banerjee, Rajarshi, Cobbold, Jeremy F., Wang, Lai Mun, Piechnik, Stefan K., Robson, Matthew D., Neubauer, Stefan, Barnes, Eleanor, Pavlides, Michael
Published in PloS one (20.08.2019)
Published in PloS one (20.08.2019)
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Journal Article
Robust spatially constrained fuzzy c-means algorithm for brain MR image segmentation
Ji, Zexuan, Liu, Jinyao, Cao, Guo, Sun, Quansen, Chen, Qiang
Published in Pattern recognition (01.07.2014)
Published in Pattern recognition (01.07.2014)
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Journal Article
An Extended Approach to Predict Retinopathy in Diabetic Patients Using the Genetic Algorithm and Fuzzy C-Means
Ghoushchi, Saeid Jafarzadeh, Ranjbarzadeh, Ramin, Dadkhah, Amir Hussein, Pourasad, Yaghoub, Bendechache, Malika
Published in BioMed research international (2021)
Published in BioMed research international (2021)
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Journal Article
Spatio-spectral classification of hyperspectral images for brain cancer detection during surgical operations
Fabelo, Himar, Ortega, Samuel, Ravi, Daniele, Kiran, B. Ravi, Sosa, Coralia, Bulters, Diederik, Callicó, Gustavo M., Bulstrode, Harry, Szolna, Adam, Piñeiro, Juan F., Kabwama, Silvester, Madroñal, Daniel, Lazcano, Raquel, J-O’Shanahan, Aruma, Bisshopp, Sara, Hernández, María, Báez, Abelardo, Yang, Guang-Zhong, Stanciulescu, Bogdan, Salvador, Rubén, Juárez, Eduardo, Sarmiento, Roberto
Published in PloS one (19.03.2018)
Published in PloS one (19.03.2018)
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Journal Article
The development and validation of an easy to use automatic QT-interval algorithm
Hermans, Ben J. M., Vink, Arja S., Bennis, Frank C., Filippini, Luc H., Meijborg, Veronique M. F., Wilde, Arthur A. M., Pison, Laurent, Postema, Pieter G., Delhaas, Tammo
Published in PloS one (01.09.2017)
Published in PloS one (01.09.2017)
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Journal Article
Adaptive lift chiller units fault diagnosis model based on machine learning
Guo, Yang, Tian, Zengrui, Wang, Hong, Chen, Mengyao, Chu, Pan, Sheng, Yingjie
Published in PloS one (24.04.2025)
Published in PloS one (24.04.2025)
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Journal Article
Automated thresholding algorithms outperform manual thresholding in macular optical coherence tomography angiography image analysis
Terheyden, Jan Henrik, Wintergerst, Maximilian W. M., Falahat, Peyman, Berger, Moritz, Holz, Frank G., Finger, Robert P.
Published in PloS one (20.03.2020)
Published in PloS one (20.03.2020)
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Journal Article
Evaluating performance of health care facilities at meeting HIV-indicator reporting requirements in Kenya: an application of K-means clustering algorithm
Gesicho, Milka Bochere, Were, Martin Chieng, Babic, Ankica
Published in BMC medical informatics and decision making (06.01.2021)
Published in BMC medical informatics and decision making (06.01.2021)
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Journal Article
Leveraging feature extraction and risk-based clustering for advanced fault diagnosis in equipment
Ji, Hyeonbin, Hwang, Ingeun, Kim, Junghwon, Lee, Suan, Lee, Wookey
Published in PloS one (30.12.2024)
Published in PloS one (30.12.2024)
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Journal Article
Hybrid MRK-Means + + RBM Model: An Efficient Heart Disease Predicting System Using ModifiedRoughK-Means + + Algorithm and Restricted Boltzmann Machine
Prasanna, Kamepalli S. L., Challa, Nagendra Panini
Published in International journal of uncertainty, fuzziness, and knowledge-based systems (01.05.2023)
Published in International journal of uncertainty, fuzziness, and knowledge-based systems (01.05.2023)
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Journal Article
A comparison of various imputation algorithms for missing data
Kampf, Jürgen, Dykun, Iryna, Rassaf, Tienush, Mahabadi, Amir Abbas
Published in PloS one (12.05.2025)
Published in PloS one (12.05.2025)
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Journal Article
Comparative study on the performance of different classification algorithms, combined with pre- and post-processing techniques to handle imbalanced data, in the diagnosis of adult patients with familial hypercholesterolemia
Albuquerque, João, Medeiros, Ana Margarida, Alves, Ana Catarina, Bourbon, Mafalda, Antunes, Marília
Published in PloS one (24.06.2022)
Published in PloS one (24.06.2022)
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Journal Article
Predicting nutritional status for women of childbearing age from their economic, health, and demographic features: A supervised machine learning approach
Khudri, Md. Mohsan, Rhee, Kang Keun, Hasan, Mohammad Shabbir, Ahsan, Karar Zunaid
Published in PloS one (12.05.2023)
Published in PloS one (12.05.2023)
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Journal Article
Automated and real-time segmentation of suspicious breast masses using convolutional neural network
Kumar, Viksit, Webb, Jeremy M., Gregory, Adriana, Denis, Max, Meixner, Duane D., Bayat, Mahdi, Whaley, Dana H., Fatemi, Mostafa, Alizad, Azra
Published in PloS one (16.05.2018)
Published in PloS one (16.05.2018)
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Journal Article