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An Efficient Dictionary Learning Algorithm and Its Application to 3-D Medical Image Denoising
Li, Shutao, Fang, Leyuan, Yin, Haitao
Published in IEEE transactions on biomedical engineering (01.02.2012)
Published in IEEE transactions on biomedical engineering (01.02.2012)
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Journal Article
Identifying clinically important COPD sub-types using data-driven approaches in primary care population based electronic health records
Pikoula, Maria, Quint, Jennifer Kathleen, Nissen, Francis, Hemingway, Harry, Smeeth, Liam, Denaxas, Spiros
Published in BMC medical informatics and decision making (18.04.2019)
Published in BMC medical informatics and decision making (18.04.2019)
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Journal Article
Toward automated classification of pathological transcranial Doppler waveform morphology via spectral clustering
Thorpe, Samuel G., Thibeault, Corey M., Canac, Nicolas, Jalaleddini, Kian, Dorn, Amber, Wilk, Seth J., Devlin, Thomas, Scalzo, Fabien, Hamilton, Robert B.
Published in PloS one (06.02.2020)
Published in PloS one (06.02.2020)
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Journal Article
Photovoltaic Array Fault Diagnosis Based on Gaussian Kernel Fuzzy C-Means Clustering Algorithm
Liu, Shengyang, Dong, Lei, Liao, Xiaozhong, Cao, Xiaodong, Wang, Xiaoxiao
Published in Sensors (Basel, Switzerland) (28.03.2019)
Published in Sensors (Basel, Switzerland) (28.03.2019)
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Journal Article
Identifying and evaluating clinical subtypes of Alzheimer’s disease in care electronic health records using unsupervised machine learning
Alexander, Nonie, Alexander, Daniel C., Barkhof, Frederik, Denaxas, Spiros
Published in BMC medical informatics and decision making (08.12.2021)
Published in BMC medical informatics and decision making (08.12.2021)
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Journal Article
Learning vector quantization with training data selection
Pedreira, C.E.
Published in IEEE transactions on pattern analysis and machine intelligence (01.01.2006)
Published in IEEE transactions on pattern analysis and machine intelligence (01.01.2006)
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Journal Article
Data-driven fault diagnosis for PEMFC systems of hybrid tram based on deep learning
Zhang, Xuexia, Zhou, Jingzhe, Chen, Weirong
Published in International journal of hydrogen energy (05.05.2020)
Published in International journal of hydrogen energy (05.05.2020)
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Journal Article
Selecting the best machine learning algorithm to support the diagnosis of Non-Alcoholic Fatty Liver Disease: A meta learner study
Sorino, Paolo, Caruso, Maria Gabriella, Misciagna, Giovanni, Bonfiglio, Caterina, Campanella, Angelo, Mirizzi, Antonella, Franco, Isabella, Bianco, Antonella, Buongiorno, Claudia, Liuzzi, Rosalba, Cisternino, Anna Maria, Notarnicola, Maria, Chiloiro, Marisa, Pascoschi, Giovanni, Osella, Alberto Rubén
Published in PloS one (20.10.2020)
Published in PloS one (20.10.2020)
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Journal Article
AI-assisted identification of disability patterns within identical EDSS grades
Greselin, Martina, Lu, Po-Jui, Mroczek, Magdalena, Cerdá-Fuertes, Nuria, Demirtzoglou, Anastasios, Papadopoulou, Athina, Kuhle, Jens, Leppert, David, Arnould, Sophie, Aoun, Manar, Kappos, Ludwig, Granziera, Cristina, D’Souza, Marcus
Published in Multiple sclerosis (01.05.2025)
Published in Multiple sclerosis (01.05.2025)
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Journal Article
Validation of a machine learning algorithm for early severe sepsis prediction: a retrospective study predicting severe sepsis up to 48 h in advance using a diverse dataset from 461 US hospitals
Burdick, Hoyt, Pino, Eduardo, Gabel-Comeau, Denise, Gu, Carol, Roberts, Jonathan, Le, Sidney, Slote, Joseph, Saber, Nicholas, Pellegrini, Emily, Green-Saxena, Abigail, Hoffman, Jana, Das, Ritankar
Published in BMC medical informatics and decision making (27.10.2020)
Published in BMC medical informatics and decision making (27.10.2020)
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Journal Article
Revolutionizing Cardiac Risk Assessment: AI-Powered Patient Segmentation Using Advanced Machine Learning Techniques
Gonzalez-Franco, Joan D., Galaviz-Mosqueda, Alejandro, Villarreal-Reyes, Salvador, Lozano-Rizk, Jose E., Rivera-Rodriguez, Raul, Gonzalez-Trejo, Jose E., Licea-Navarro, Alexei-Fedorovish, Lozoya-Arandia, Jorge, Ibarra-Flores, Edgar A.
Published in Machine learning and knowledge extraction (01.06.2025)
Published in Machine learning and knowledge extraction (01.06.2025)
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Journal Article
MISTIC: A prediction tool to reveal disease-relevant deleterious missense variants
Chennen, Kirsley, Weber, Thomas, Lornage, Xavière, Kress, Arnaud, Böhm, Johann, Thompson, Julie, Laporte, Jocelyn, Poch, Olivier
Published in PloS one (31.07.2020)
Published in PloS one (31.07.2020)
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Journal Article
MRI Brain Tumour Detection & Image Segmentation by Hybrid Hierarchical K-means clustering with FCM based Machine Learning Model
Simaiya, Sarita, Lilhore, Umesh Kumar, Prasad, Devendra, Verma, Deepak Kumar
Published in Annals of the Romanian society for cell biology (01.01.2021)
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Published in Annals of the Romanian society for cell biology (01.01.2021)
Journal Article
Centrality nearest-neighbor projected-distance regression (C-NPDR) feature selection for correlation-based predictors with application to resting-state fMRI study of major depressive disorder
Kresock, Elizabeth, Dawkins, Bryan, Luttbeg, Henry, Li, Yijie (Jamie), Kuplicki, Rayus, McKinney, B. A.
Published in PloS one (06.03.2025)
Published in PloS one (06.03.2025)
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Journal Article
Dynamic Optimization Method of Knowledge Graph Entity Relations for Smart Maintenance of Cantilever Roadheaders
Wang, Yan, Liu, Yuepan, Ding, Kai, Wei, Shirui, Zhang, Xuhui, Zhao, Youjun
Published in Mathematics (Basel) (01.12.2023)
Published in Mathematics (Basel) (01.12.2023)
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Journal Article