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Keratoconus Diagnostic and Treatment Algorithms Based on Machine-Learning Methods
Malyugin, Boris, Sakhnov, Sergej, Izmailova, Svetlana, Boiko, Ernest, Pozdeyeva, Nadezhda, Axenova, Lyubov, Axenov, Kirill, Titov, Aleksej, Terentyeva, Anna, Zakaraiia, Tamriko, Myasnikova, Viktoriya
Published in Diagnostics (Basel) (19.10.2021)
Published in Diagnostics (Basel) (19.10.2021)
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Journal Article
Machine-learning-algorithms-based diagnostic model for influenza A in children
Zeng, Qian, Yang, Chun, Li, Yurong, Geng, Xinran, Lv, Xin
Published in Medicine (Baltimore) (01.12.2023)
Published in Medicine (Baltimore) (01.12.2023)
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Journal Article
Breast cancer diagnosis using the fast learning network algorithm
Albadr, Musatafa Abbas Abbood, Ayob, Masri, Tiun, Sabrina, AL-Dhief, Fahad Taha, Arram, Anas, Khalaf, Sura
Published in Frontiers in oncology (27.04.2023)
Published in Frontiers in oncology (27.04.2023)
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Journal Article
Deep Learning–Based ASPECTS Algorithm Enhances Reader Performance and Reduces Interpretation Time
Ayobi, Angela, Davis, Adam, Chang, Peter D., Chow, Daniel S., Nael, Kambiz, Tassy, Maxime, Quenet, Sarah, Fogola, Sylvain, Shabe, Peter, Fussell, David, Avare, Christophe, Chaibi, Yasmina
Published in American journal of neuroradiology : AJNR (04.03.2025)
Published in American journal of neuroradiology : AJNR (04.03.2025)
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Journal Article
Deep-learning algorithms for the interpretation of chest radiographs to aid in the triage of COVID-19 patients: A multicenter retrospective study
Jang, Se Bum, Lee, Suk Hee, Lee, Dong Eun, Park, Sin-Youl, Kim, Jong Kun, Cho, Jae Wan, Cho, Jaekyung, Kim, Ki Beom, Park, Byunggeon, Park, Jongmin, Lim, Jae-Kwang
Published in PloS one (24.11.2020)
Published in PloS one (24.11.2020)
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Journal Article
Analysis of Bone Scans in Various Tumor Entities Using a Deep-Learning-Based Artificial Neural Network Algorithm—Evaluation of Diagnostic Performance
Wuestemann, Jan, Hupfeld, Sebastian, Kupitz, Dennis, Genseke, Philipp, Schenke, Simone, Pech, Maciej, Kreissl, Michael C., Grosser, Oliver S.
Published in Cancers (17.09.2020)
Published in Cancers (17.09.2020)
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Journal Article
A deep learning algorithm may automate intracranial aneurysm detection on MR angiography with high diagnostic performance
Joo, Bio, Ahn, Sung Soo, Yoon, Pyeong Ho, Bae, Sohi, Sohn, Beomseok, Lee, Yong Eun, Bae, Jun Ho, Park, Moo Sung, Choi, Hyun Seok, Lee, Seung-Koo
Published in European radiology (01.11.2020)
Published in European radiology (01.11.2020)
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Journal Article
Complete Blood Count and Monocyte Distribution Width–Based Machine Learning Algorithms for Sepsis Detection: Multicentric Development and External Validation Study
Campagner, Andrea, Agnello, Luisa, Carobene, Anna, Padoan, Andrea, Del Ben, Fabio, Locatelli, Massimo, Plebani, Mario, Ognibene, Agostino, Lorubbio, Maria, De Vecchi, Elena, Cortegiani, Andrea, Piva, Elisa, Poz, Donatella, Curcio, Francesco, Cabitza, Federico, Ciaccio, Marcello
Published in Journal of medical Internet research (26.02.2025)
Published in Journal of medical Internet research (26.02.2025)
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Journal Article
Deep Learning–based Automatic Detection Algorithm for Reducing Overlooked Lung Cancers on Chest Radiographs
Jang, Sowon, Song, Hwayoung, Shin, Yoon Joo, Kim, Junghoon, Kim, Jihang, Lee, Kyung Won, Lee, Sung Soo, Lee, Woojoo, Lee, Seungjae, Lee, Kyung Hee
Published in Radiology (01.09.2020)
Published in Radiology (01.09.2020)
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Journal Article
Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs
Gulshan, Varun, Peng, Lily, Coram, Marc, Stumpe, Martin C, Wu, Derek, Narayanaswamy, Arunachalam, Venugopalan, Subhashini, Widner, Kasumi, Madams, Tom, Cuadros, Jorge, Kim, Ramasamy, Raman, Rajiv, Nelson, Philip C, Mega, Jessica L, Webster, Dale R
Published in JAMA : the journal of the American Medical Association (13.12.2016)
Published in JAMA : the journal of the American Medical Association (13.12.2016)
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Journal Article
External validation of a machine learning-based classification algorithm for ambulatory heart rhythm diagnostics in pericardioversion atrial fibrillation patients using smartphone photoplethysmography: the SMARTBEATS-ALGO study
Fernstad, Jonatan, Svennberg, Emma, Åberg, Peter, Kemp Gudmundsdottir, Katrin, Jansson, Anders, Engdahl, Johan
Published in Europace (London, England) (28.03.2025)
Published in Europace (London, England) (28.03.2025)
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Journal Article
Enhancing cancer diagnostics through a novel deep learning-based semantic segmentation algorithm: A low-cost, high-speed, and accurate approach
Benabbou, Tarik, Sahel, Aïcha, Badri, Abdelmajid, Mourabit, Ilham El
Published in Computers in biology and medicine (01.09.2025)
Published in Computers in biology and medicine (01.09.2025)
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Journal Article
Machine Learning Algorithms Versus Thresholding to Segment Ischemic Regions in Patients With Acute Ischemic Stroke
Tomasetti, Luca, Hollesli, Liv Jorunn, Engan, Kjersti, Kurz, Kathinka Daehli, Kurz, Martin Wilhelm, Khanmohammadi, Mahdieh
Published in IEEE journal of biomedical and health informatics (01.02.2022)
Published in IEEE journal of biomedical and health informatics (01.02.2022)
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Journal Article