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Artificial intelligence for analyzing orthopedic trauma radiographs: Deep learning algorithms-are they on par with humans for diagnosing fractures?
Olczak, Jakub, Fahlberg, Niklas, Maki, Atsuto, Razavian, Ali Sharif, Jilert, Anthony, Stark, André, Sköldenberg, Olof, Gordon, Max
Published in Acta orthopaedica (02.11.2017)
Published in Acta orthopaedica (02.11.2017)
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Journal Article
New machine learning method for image-based diagnosis of COVID-19
Elaziz, Mohamed Abd, Hosny, Khalid M., Salah, Ahmad, Darwish, Mohamed M., Lu, Songfeng, Sahlol, Ahmed T.
Published in PloS one (26.06.2020)
Published in PloS one (26.06.2020)
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Journal Article
A prospective multicenter validation study of a machine learning algorithm classifier on quantitative electroencephalogram for differentiating between dementia with Lewy bodies and Alzheimer’s dementia
Suzuki, Yukiko, Suzuki, Maki, Shigenobu, Kazue, Shinosaki, Kazuhiro, Aoki, Yasunori, Kikuchi, Hirokazu, Baba, Toru, Hashimoto, Mamoru, Araki, Toshihiko, Johnsen, Kristinn, Ikeda, Manabu, Mori, Etsuro
Published in PloS one (31.03.2022)
Published in PloS one (31.03.2022)
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Journal Article
Diagnosis and Detection of Alzheimer's Disease Using Learning Algorithm
Shukla, Gargi Pant, Kumar, Santosh, Pandey, Saroj Kumar, Agarwal, Rohit, Varshney, Neeraj, Kumar, Ankit
Published in Big Data Mining and Analytics (01.12.2023)
Published in Big Data Mining and Analytics (01.12.2023)
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Journal Article
Deep learning for chest radiograph diagnosis: A retrospective comparison of the CheXNeXt algorithm to practicing radiologists
Rajpurkar, Pranav, Irvin, Jeremy, Ball, Robyn L., Zhu, Kaylie, Yang, Brandon, Mehta, Hershel, Duan, Tony, Ding, Daisy, Bagul, Aarti, Langlotz, Curtis P., Patel, Bhavik N., Yeom, Kristen W., Shpanskaya, Katie, Blankenberg, Francis G., Seekins, Jayne, Amrhein, Timothy J., Mong, David A., Halabi, Safwan S., Zucker, Evan J., Ng, Andrew Y., Lungren, Matthew P.
Published in PLoS medicine (20.11.2018)
Published in PLoS medicine (20.11.2018)
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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
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
Machine learning driven biomarker selection for medical diagnosis
Bavikadi, Divyagna, Agarwal, Ayushi, Ganta, Shashank, Chung, Yunro, Song, Lusheng, Qiu, Ji, Shakarian, Paulo
Published in PloS one (11.06.2025)
Published in PloS one (11.06.2025)
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Journal Article
An improved machine learning pipeline for urinary volatiles disease detection: Diagnosing diabetes
Martinez-Vernon, Andrea S., Covington, James A., Arasaradnam, Ramesh P., Esfahani, Siavash, O’Connell, Nicola, Kyrou, Ioannis, Savage, Richard S.
Published in PloS one (27.09.2018)
Published in PloS one (27.09.2018)
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Journal Article
Real-time computer-aided diagnosis of focal pancreatic masses from endoscopic ultrasound imaging based on a hybrid convolutional and long short-term memory neural network model
Udriștoiu, Anca Loredana, Cazacu, Irina Mihaela, Gruionu, Lucian Gheorghe, Gruionu, Gabriel, Iacob, Andreea Valentina, Burtea, Daniela Elena, Ungureanu, Bogdan Silviu, Costache, Mădălin Ionuț, Constantin, Alina, Popescu, Carmen Florina, Udriștoiu, Ștefan, Săftoiu, Adrian
Published in PloS one (28.06.2021)
Published in PloS one (28.06.2021)
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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
Comprehensive framework for thyroid disorder diagnosis: Integrating advanced feature selection, genetic algorithms, and machine learning for enhanced accuracy and other performance matrices
Kumar, Ankur, Dhanka, Sanjay, Sharma, Abhinav, Sharma, Anchal, Maini, Surita, Fahlevi, Mochammad, Rabby, Fazla, Aljuaid, Mohammed, Bansal, Rohit
Published in PloS one (18.06.2025)
Published in PloS one (18.06.2025)
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Journal Article
AD-GCN: A novel graph convolutional network integrating multi-omics data for enhanced Alzheimer’s disease diagnosis
Li, Zilu, Li, Qingyun, Li, Xiaoqing, Luo, Wei, Guo, Haiyan, Zhao, Chunyan, Yang, Canzhen, Xie, Anke, Hu, Kai, Guo, Yangfan
Published in PloS one (02.06.2025)
Published in PloS one (02.06.2025)
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Journal Article
A systematic review of the diagnostic accuracy of artificial intelligence-based computer programs to analyze chest x-rays for pulmonary tuberculosis
Harris, Miriam, Qi, Amy, Jeagal, Luke, Torabi, Nazi, Menzies, Dick, Korobitsyn, Alexei, Pai, Madhukar, Nathavitharana, Ruvandhi R., Ahmad Khan, Faiz
Published in PloS one (03.09.2019)
Published in PloS one (03.09.2019)
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Journal Article
FEMaLe: The use of machine learning for early diagnosis of endometriosis based on patient self-reported data—Study protocol of a multicenter trial
Balogh, Dora B., Hudelist, Gernot, Bļizņuks, Dmitrijs, Raghothama, Jayanth, Becker, Christian M., Horace, Roman, Krentel, Harald, Horne, Andrew W., Bourdel, Nicolas, Marki, Gabriella, Tomassetti, Carla, Kirk, Ulrik Bak, Acs, Nandor, Bokor, Attila
Published in PloS one (09.05.2024)
Published in PloS one (09.05.2024)
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Journal Article