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Identification of different manifestations of nonlinear stick–slip phenomena during creep groan braking noise by using the unsupervised learning algorithms k-means and self-organizing map
Prezelj, Jurij, Murovec, Jure, Huemer-Kals, Severin, Häsler, Karl, Fischer, Peter
Published in Mechanical systems and signal processing (01.03.2022)
Published in Mechanical systems and signal processing (01.03.2022)
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Journal Article
Comparison of the accuracy of human readers versus machine-learning algorithms for pigmented skin lesion classification: an open, web-based, international, diagnostic study
Tschandl, Philipp, Codella, Noel, Akay, Bengü Nisa, Argenziano, Giuseppe, Braun, Ralph P, Cabo, Horacio, Gutman, David, Halpern, Allan, Helba, Brian, Hofmann-Wellenhof, Rainer, Lallas, Aimilios, Lapins, Jan, Longo, Caterina, Malvehy, Josep, Marchetti, Michael A, Marghoob, Ashfaq, Menzies, Scott, Oakley, Amanda, Paoli, John, Puig, Susana, Rinner, Christoph, Rosendahl, Cliff, Scope, Alon, Sinz, Christoph, Soyer, H Peter, Thomas, Luc, Zalaudek, Iris, Kittler, Harald
Published in The lancet oncology (01.07.2019)
Published in The lancet oncology (01.07.2019)
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Journal Article
Performance comparison of artificial neural networks learning algorithms and activation functions in predicting severity of autism
Chand, Yamini, Alam, Md. Afroz, Tejaswini, Y. R. S. N.
Published in Network modeling and analysis in health informatics and bioinformatics (Wien) (01.12.2015)
Published in Network modeling and analysis in health informatics and bioinformatics (Wien) (01.12.2015)
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Journal Article
A deep learning algorithm for automated measurement of vertebral body compression from X-ray images
Seo, Jae Won, Lim, Sang Heon, Jeong, Jin Gyo, Kim, Young Jae, Kim, Kwang Gi, Jeon, Ji Young
Published in Scientific reports (02.07.2021)
Published in Scientific reports (02.07.2021)
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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
Artificial Neural Network Based Noise Reduction for Chest PET Imaging
Tang, Jing, Sun, Zhihui, Yang, Bao, Lu, Wenzhuo, Liu, Chi
Published in The Journal of nuclear medicine (1978) (01.05.2019)
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Published in The Journal of nuclear medicine (1978) (01.05.2019)
Journal Article
Usability of machine learning algorithms based on electronic health records for the prediction of acute kidney injury and transition to acute kidney disease: A proof of concept study
Ruinelli, Lorenzo, Cippà, Pietro, Sieber, Chantal, Di Serio, Clelia, Ferrari, Paolo, Bellasi, Antonio
Published in PloS one (01.07.2025)
Published in PloS one (01.07.2025)
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Journal Article
Machine learning algorithms for predicting determinants of COVID-19 mortality in South Africa
Chimbunde, Emmanuel, Sigwadhi, Lovemore N., Tamuzi, Jacques L., Okango, Elphas L., Daramola, Olawande, Ngah, Veranyuy D., Nyasulu, Peter S.
Published in Frontiers in artificial intelligence (10.10.2023)
Published in Frontiers in artificial intelligence (10.10.2023)
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Journal Article
Development of a Deep Learning Algorithm for Periapical Disease Detection in Dental Radiographs
Endres, Michael G., Hillen, Florian, Salloumis, Marios, Sedaghat, Ahmad R., Niehues, Stefan M., Quatela, Olivia, Hanken, Henning, Smeets, Ralf, Beck-Broichsitter, Benedicta, Rendenbach, Carsten, Lakhani, Karim, Heiland, Max, Gaudin, Robert A.
Published in Diagnostics (Basel) (24.06.2020)
Published in Diagnostics (Basel) (24.06.2020)
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Journal Article
Comparative Study of Cell Nuclei Segmentation Based on Computational and Handcrafted Features Using Machine Learning Algorithms
Sumon, Rashadul Islam, Mozumdar, Md Ariful Islam, Akter, Salma, Uddin, Shah Muhammad Imtiyaj, Al-Onaizan, Mohammad Hassan Ali, Alkanhel, Reem Ibrahim, Muthanna, Mohammed Saleh Ali
Published in Diagnostics (Basel) (16.05.2025)
Published in Diagnostics (Basel) (16.05.2025)
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Journal Article
Development and Validation of a Deep Learning Algorithm for Gleason Grading of Prostate Cancer From Biopsy Specimens
Published in JAMA oncology
(01.09.2020)
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Journal Article
First Results of a New Deep Learning Reconstruction Algorithm on Image Quality and Liver Metastasis Conspicuity for Abdominal Low-Dose CT
Greffier, Joël, Durand, Quentin, Serrand, Chris, Sales, Renaud, de Oliveira, Fabien, Beregi, Jean-Paul, Dabli, Djamel, Frandon, Julien
Published in Diagnostics (Basel) (20.03.2023)
Published in Diagnostics (Basel) (20.03.2023)
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Journal Article
Inconsistency in the use of the term “validation” in studies reporting the performance of deep learning algorithms in providing diagnosis from medical imaging
Kim, Dong Wook, Jang, Hye Young, Ko, Yousun, Son, Jung Hee, Kim, Pyeong Hwa, Kim, Seon-Ok, Lim, Joon Seo, Park, Seong Ho
Published in PLOS ONE (11.09.2020)
Published in PLOS ONE (11.09.2020)
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Journal Article
Quantification Analysis of Sleep Based on Smartwatch Sensors for Parkinson’s Disease
Ko, Yi-Feng, Kuo, Pei-Hsin, Wang, Ching-Fu, Chen, Yu-Jen, Chuang, Pei-Chi, Li, Shih-Zhang, Chen, Bo-Wei, Yang, Fu-Chi, Lo, Yu-Chun, Yang, Yi, Ro, Shuan-Chu Vina, Jaw, Fu-Shan, Lin, Sheng-Huang, Chen, You-Yin
Published in Biosensors (Basel) (27.01.2022)
Published in Biosensors (Basel) (27.01.2022)
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Journal Article