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Envelopment filter and K-means for the detection of QRS waveforms in electrocardiogram
Merino, Manuel, Gómez, Isabel María, Molina, Alberto J.
Published in Medical engineering & physics (01.06.2015)
Published in Medical engineering & physics (01.06.2015)
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Journal Article
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
A Novel Framework for Abnormal Risk Classification over Fetal Nuchal Translucency Using Adaptive Stochastic Gradient Descent Algorithm
Verma, Deepti, Agrawal, Shweta, Iwendi, Celestine, Sharma, Bhisham, Bhatia, Surbhi, Basheer, Shakila
Published in Diagnostics (Basel) (31.10.2022)
Published in Diagnostics (Basel) (31.10.2022)
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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
Combining multiple clusterings using evidence accumulation
Fred, Ana L.N., Jain, Anil K.
Published in IEEE transactions on pattern analysis and machine intelligence (01.06.2005)
Published in IEEE transactions on pattern analysis and machine intelligence (01.06.2005)
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Journal Article
Effectiveness of deep learning in early‐stage oral cancer detections and classification using histogram of oriented gradients
Dutta, Chiranjit, Sandhya, Prasad, Vidhya, Kandasamy, Rajalakshmi, Ramanathan, Ramya, Devasahayam, Madhubabu, Kotakonda
Published in Expert systems (01.06.2024)
Published in Expert systems (01.06.2024)
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Journal Article
Tubular gastric adenocarcinoma: machine learning-based CT texture analysis for predicting lymphovascular and perineural invasion
Yardimci, Aytul Hande, Kocak, Burak, Bektas, Ceyda Turan, Sel, Ipek, Yarikkaya, Enver, Dursun, Nevra, Bektas, Hasan, Afsarriz, Cigdem Usul, Gursu, Riza Umar, Kilickesmez, Ozgur
Published in Diagnostic and interventional radiology (Ankara, Turkey) (01.11.2020)
Published in Diagnostic and interventional radiology (Ankara, Turkey) (01.11.2020)
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Journal Article
Structured feature selection using coordinate descent optimization
Ghalwash, Mohamed F., Cao, Xi Hang, Stojkovic, Ivan, Obradovic, Zoran
Published in BMC bioinformatics (08.04.2016)
Published in BMC bioinformatics (08.04.2016)
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Journal Article
Hybrid-based bat optimization with fuzzy C-means algorithm for breast cancer analysis
Valliappa, Chocko, Rajendran, Reenadevi, Balasubramaniam, Sathiyabhama, Sennan, Sankar, Thanikachalam, Sathiya, Velmurugan, Yuvarajan, Sampath Kumar, Nirmalesh
Published in International Journal of Noncommunicable Diseases (01.11.2021)
Published in International Journal of Noncommunicable Diseases (01.11.2021)
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Journal Article
Automatic Classification of Winding Asymmetries in Wound Rotor Induction Motors Based on Bicoherence and Fuzzy C-Means Algorithms of Stray Flux Signals
Iglesias Martinez, Miguel Enrique, Antonino-Daviu, Jose A., de Cordoba, Pedro Fernandez, Conejero, J. Alberto, Dunai, Larisa
Published in IEEE transactions on industry applications (01.11.2021)
Published in IEEE transactions on industry applications (01.11.2021)
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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
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
A Learning Method of Non-Differential SIC Fuzzy Inference Model Using Genetic Algorithm and Its Application to a Medical Diagnosis
Ohashi, Genki, Shimizu, Tomoki, Seki, Hirosato, Inuiguchi, Masahiro
Published in Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics (01.10.2019)
Published in Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics (01.10.2019)
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Conference Proceeding
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
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
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
Neural network surrogate and projected gradient descent for fast and reliable finite element model calibration: A case study on an intervertebral disc
Atad, Matan, Gruber, Gabriel, Ribeiro, Marx, Nicolini, Luis Fernando, Graf, Robert, Möller, Hendrik, Nispel, Kati, Ezhov, Ivan, Rueckert, Daniel, Kirschke, Jan S.
Published in Computers in biology and medicine (01.03.2025)
Published in Computers in biology and medicine (01.03.2025)
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Journal Article