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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
Sahand: A Software Fault-Prediction Method Using Autoencoder Neural Network and K-Means Algorithm
Arasteh, Bahman, Golshan, Sahar, Shami, Shiva, Kiani, Farzad
Published in Journal of electronic testing (01.04.2024)
Published in Journal of electronic testing (01.04.2024)
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Journal Article
Enhancing the prediction of acute kidney injury risk after percutaneous coronary intervention using machine learning techniques: A retrospective cohort study
Huang, Chenxi, Murugiah, Karthik, Mahajan, Shiwani, Li, Shu-Xia, Dhruva, Sanket S., Haimovich, Julian S., Wang, Yongfei, Schulz, Wade L., Testani, Jeffrey M., Wilson, Francis P., Mena, Carlos I., Masoudi, Frederick A., Rumsfeld, John S., Spertus, John A., Mortazavi, Bobak J., Krumholz, Harlan M.
Published in PLoS medicine (27.11.2018)
Published in PLoS medicine (27.11.2018)
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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
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
Cost-Sensitive Boosting
Masnadi-Shirazi, H, Vasconcelos, N
Published in IEEE transactions on pattern analysis and machine intelligence (01.02.2011)
Published in IEEE transactions on pattern analysis and machine intelligence (01.02.2011)
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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
Computer-aided detection of brain metastasis on 3D MR imaging: Observer performance study
Sunwoo, Leonard, Kim, Young Jae, Choi, Seung Hong, Kim, Kwang-Gi, Kang, Ji Hee, Kang, Yeonah, Bae, Yun Jung, Yoo, Roh-Eul, Kim, Jihang, Lee, Kyong Joon, Lee, Seung Hyun, Choi, Byung Se, Jung, Cheolkyu, Sohn, Chul-Ho, Kim, Jae Hyoung
Published in PloS one (08.06.2017)
Published in PloS one (08.06.2017)
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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