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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
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
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
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
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
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
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
Results of the 2016 International Skin Imaging Collaboration International Symposium on Biomedical Imaging challenge: Comparison of the accuracy of computer algorithms to dermatologists for the diagnosis of melanoma from dermoscopic images
Marchetti, Michael A., Codella, Noel C.F., Dusza, Stephen W., Gutman, David A., Helba, Brian, Kalloo, Aadi, Mishra, Nabin, Carrera, Cristina, Celebi, M. Emre, DeFazio, Jennifer L., Jaimes, Natalia, Marghoob, Ashfaq A., Quigley, Elizabeth, Scope, Alon, Yélamos, Oriol, Halpern, Allan C.
Published in Journal of the American Academy of Dermatology (01.02.2018)
Published in Journal of the American Academy of Dermatology (01.02.2018)
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Journal Article
Improving patient prostate cancer risk assessment: Moving from static, globally-applied to dynamic, practice-specific risk calculators
Strobl, Andreas N., Vickers, Andrew J., Van Calster, Ben, Steyerberg, Ewout, Leach, Robin J., Thompson, Ian M., Ankerst, Donna P.
Published in Journal of biomedical informatics (01.08.2015)
Published in Journal of biomedical informatics (01.08.2015)
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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
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
Assessment of a standalone photoplethysmography (PPG) algorithm for detection of atrial fibrillation on wristband-derived data
Selder, JL, Proesmans, T, Breukel, L, Dur, O, Gielen, W, van Rossum, AC, Allaart, CP
Published in Computer methods and programs in biomedicine (01.12.2020)
Published in Computer methods and programs in biomedicine (01.12.2020)
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Journal Article
Using K-Nearest Neighbor Classification to Diagnose Abnormal Lung Sounds
Chen, Chin-Hsing, Huang, Wen-Tzeng, Tan, Tan-Hsu, Chang, Cheng-Chun, Chang, Yuan-Jen
Published in Sensors (Basel, Switzerland) (04.06.2015)
Published in Sensors (Basel, Switzerland) (04.06.2015)
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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
Classifying MCI Subtypes in Community-Dwelling Elderly Using Cross-Sectional and Longitudinal MRI-Based Biomarkers
Guan, Hao, Liu, Tao, Jiang, Jiyang, Tao, Dacheng, Zhang, Jicong, Niu, Haijun, Zhu, Wanlin, Wang, Yilong, Cheng, Jian, Kochan, Nicole A., Brodaty, Henry, Sachdev, Perminder, Wen, Wei
Published in Frontiers in aging neuroscience (26.09.2017)
Published in Frontiers in aging neuroscience (26.09.2017)
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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
Diagnostic Assessment of Deep Learning Algorithms for Detection of Lymph Node Metastases in Women With Breast Cancer
Ehteshami Bejnordi, Babak, Veta, Mitko, Johannes van Diest, Paul, van Ginneken, Bram, Karssemeijer, Nico, Litjens, Geert, van der Laak, Jeroen A. W. M, Hermsen, Meyke, Manson, Quirine F, Balkenhol, Maschenka, Geessink, Oscar, Stathonikos, Nikolaos, van Dijk, Marcory CRF, Bult, Peter, Beca, Francisco, Beck, Andrew H, Wang, Dayong, Khosla, Aditya, Gargeya, Rishab, Irshad, Humayun, Zhong, Aoxiao, Dou, Qi, Li, Quanzheng, Chen, Hao, Lin, Huang-Jing, Heng, Pheng-Ann, Haß, Christian, Bruni, Elia, Wong, Quincy, Halici, Ugur, Öner, Mustafa Ümit, Cetin-Atalay, Rengul, Berseth, Matt, Khvatkov, Vitali, Vylegzhanin, Alexei, Kraus, Oren, Shaban, Muhammad, Rajpoot, Nasir, Awan, Ruqayya, Sirinukunwattana, Korsuk, Qaiser, Talha, Tsang, Yee-Wah, Tellez, David, Annuscheit, Jonas, Hufnagl, Peter, Valkonen, Mira, Kartasalo, Kimmo, Latonen, Leena, Ruusuvuori, Pekka, Liimatainen, Kaisa, Albarqouni, Shadi, Mungal, Bharti, George, Ami, Demirci, Stefanie, Navab, Nassir, Watanabe, Seiryo, Seno, Shigeto, Takenaka, Yoichi, Matsuda, Hideo, Ahmady Phoulady, Hady, Kovalev, Vassili, Kalinovsky, Alexander, Liauchuk, Vitali, Bueno, Gloria, Fernandez-Carrobles, M. Milagro, Serrano, Ismael, Deniz, Oscar, Racoceanu, Daniel, Venâncio, Rui
Published in JAMA : the journal of the American Medical Association (12.12.2017)
Published in JAMA : the journal of the American Medical Association (12.12.2017)
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Journal Article