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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
A machine learning algorithm to increase COVID-19 inpatient diagnostic capacity
Goodman-Meza, David, Rudas, Akos, Chiang, Jeffrey N., Adamson, Paul C., Ebinger, Joseph, Sun, Nancy, Botting, Patrick, Fulcher, Jennifer A., Saab, Faysal G., Brook, Rachel, Eskin, Eleazar, An, Ulzee, Kordi, Misagh, Jew, Brandon, Balliu, Brunilda, Chen, Zeyuan, Hill, Brian L., Rahmani, Elior, Halperin, Eran, Manuel, Vladimir
Published in PloS one (22.09.2020)
Published in PloS one (22.09.2020)
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Journal Article
A deep learning–based algorithm for tall cell detection in papillary thyroid carcinoma
Stenman, Sebastian, Linder, Nina, Lundin, Mikael, Haglund, Caj, Arola, Johanna, Lundin, Johan
Published in PloS one (09.08.2022)
Published in PloS one (09.08.2022)
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Journal Article
Machine learning algorithms to predict treatment success for patients with pulmonary tuberculosis
Ahamed Fayaz, Shaik, Babu, Lakshmanan, Paridayal, Loganathan, Vasantha, Mahalingam, Paramasivam, Palaniyandi, Sundarakumar, Karuppasamy, Ponnuraja, Chinnaiyan
Published in PloS one (16.10.2024)
Published in PloS one (16.10.2024)
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Journal Article
Deep Learning Algorithm for Automated Cardiac Murmur Detection via a Digital Stethoscope Platform
Chorba, John S., Shapiro, Avi M., Le, Le, Maidens, John, Prince, John, Pham, Steve, Kanzawa, Mia M., Barbosa, Daniel N., Currie, Caroline, Brooks, Catherine, White, Brent E., Huskin, Anna, Paek, Jason, Geocaris, Jack, Elnathan, Dinatu, Ronquillo, Ria, Kim, Roy, Alam, Zenith H., Mahadevan, Vaikom S., Fuller, Sophie G., Stalker, Grant W., Bravo, Sara A., Jean, Dina, Lee, John J., Gjergjindreaj, Medeona, Mihos, Christos G., Forman, Steven T., Venkatraman, Subramaniam, McCarthy, Patrick M., Thomas, James D.
Published in Journal of the American Heart Association (04.05.2021)
Published in Journal of the American Heart Association (04.05.2021)
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Journal Article
Evaluation of machine learning algorithms and structural features for optimal MRI-based diagnostic prediction in psychosis
Salvador, Raymond, Radua, Joaquim, Canales-Rodríguez, Erick J., Solanes, Aleix, Sarró, Salvador, Goikolea, José M., Valiente, Alicia, Monté, Gemma C., Natividad, María del Carmen, Guerrero-Pedraza, Amalia, Moro, Noemí, Fernández-Corcuera, Paloma, Amann, Benedikt L., Maristany, Teresa, Vieta, Eduard, McKenna, Peter J., Pomarol-Clotet, Edith
Published in PloS one (20.04.2017)
Published in PloS one (20.04.2017)
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Journal Article
Screening of key biomarkers of tendinopathy based on bioinformatics and machine learning algorithms
Zhu, Ya xi, Huang, Jia qiang, Ming, Yu yang, Zhuang, Zhao, Xia, Hong
Published in PloS one (29.10.2021)
Published in PloS one (29.10.2021)
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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
Evaluation of machine learning algorithms for the prognosis of breast cancer from the Surveillance, Epidemiology, and End Results database
Wu, Ruiyang, Luo, Jing, Wan, Hangyu, Zhang, Haiyan, Yuan, Yewei, Hu, Huihua, Feng, Jinyan, Wen, Jing, Wang, Yan, Li, Junyan, Liang, Qi, Gan, Fengjiao, Zhang, Gang
Published in PloS one (26.01.2023)
Published in PloS one (26.01.2023)
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Journal Article
Classification of Periapical and Bitewing Radiographs as Periodontally Healthy or Diseased by Deep Learning Algorithms
Yavuz, Muhammet Burak, Sali, Nichal, Kurt Bayrakdar, Sevda, Ekşi, Cemre, İmamoğlu, Büşra Seda, Bayrakdar, İbrahim Şevki, Çelik, Özer, Orhan, Kaan
Published in Curēus (Palo Alto, CA) (18.05.2024)
Published in Curēus (Palo Alto, CA) (18.05.2024)
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Journal Article
Detection of acute dengue virus infection, with and without concurrent malaria infection, in a cohort of febrile children in Kenya, 2014–2019, by clinicians or machine learning algorithms
Vu, David M., Krystosik, Amy R., Ndenga, Bryson A., Mutuku, Francis M., Ripp, Kelsey, Liu, Elizabeth, Bosire, Carren M., Heath, Claire, Chebii, Philip, Maina, Priscilla Watiri, Jembe, Zainab, Malumbo, Said Lipi, Amugongo, Jael Sagina, Ronga, Charles, Okuta, Victoria, Mutai, Noah, Makenzi, Nzaro G., Litunda, Kennedy A., Mukoko, Dunstan, King, Charles H., LaBeaud, A. Desiree
Published in PLOS global public health (26.07.2023)
Published in PLOS global public health (26.07.2023)
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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
Identification of exacerbation risk in patients with liver dysfunction using machine learning algorithms
Peng, Junfeng, Zhou, Mi, Chen, Chuan, Xie, Xiaohua, Luo, Ching-Hsing
Published in PloS one (09.10.2020)
Published in PloS one (09.10.2020)
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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
Application of machine learning algorithms for multiparametric MRI-based evaluation of murine colitis
Ellmann, Stephan, Langer, Victoria, Britzen-Laurent, Nathalie, Hildner, Kai, Huber, Carina, Tripal, Philipp, Seyler, Lisa, Waldner, Maximilian, Uder, Michael, Stürzl, Michael, Bäuerle, Tobias
Published in PloS one (26.10.2018)
Published in PloS one (26.10.2018)
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Journal Article
Automated algorithms combining structure and function outperform general ophthalmologists in diagnosing glaucoma
Shigueoka, Leonardo Seidi, Vasconcellos, José Paulo Cabral de, Schimiti, Rui Barroso, Reis, Alexandre Soares Castro, Oliveira, Gabriel Ozeas de, Gomi, Edson Satoshi, Vianna, Jayme Augusto Rocha, Lisboa, Renato Dichetti dos Reis, Medeiros, Felipe Andrade, Costa, Vital Paulino
Published in PloS one (05.12.2018)
Published in PloS one (05.12.2018)
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Journal Article