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Diagnosing COVID-19 pneumonia from x-ray and CT images using deep learning and transfer learning algorithms
Maghdid, Halgurd S, Asaad, Aras T, Ghafoor, Kayhan Zrar, Sadiq, Ali Safaa, Mirjalili, Seyedali, Khan, Muhammad Khurram
Published in Multimodal Image Exploitation and Learning 2021 (12.04.2021)
Published in Multimodal Image Exploitation and Learning 2021 (12.04.2021)
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Conference Proceeding
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
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
Improved deep convolutional neural networks using chimp optimization algorithm for Covid19 diagnosis from the X-ray images
Cai, Chengfeng, Gou, Bingchen, Khishe, Mohammad, Mohammadi, Mokhtar, Rashidi, Shima, Moradpour, Reza, Mirjalili, Seyedali
Published in Expert systems with applications (01.03.2023)
Published in Expert systems with applications (01.03.2023)
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Journal Article
Decentralized Federated Learning Algorithm Under Adversary Eavesdropping
Xu, Lei, Xu, Danya, Yi, Xinlei, Deng, Chao, Chai, Tianyou, Yang, Tao
Published in IEEE/CAA journal of automatica sinica (01.02.2025)
Published in IEEE/CAA journal of automatica sinica (01.02.2025)
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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
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
Can we screen for pancreatic cancer? Identifying a sub-population of patients at high risk of subsequent diagnosis using machine learning techniques applied to primary care data
Malhotra, Ananya, Rachet, Bernard, Bonaventure, Audrey, Pereira, Stephen P., Woods, Laura M.
Published in PloS one (02.06.2021)
Published in PloS one (02.06.2021)
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Journal Article
Pathomorphological Diagnosis Process Modeling for Machine Learning Algorithms' Applying
Pankowska, Malgorzata, Zytniewski, Mariusz, Kozak, Mateusz, Tomaszek, Krzysztof, Spinczyk, Dominik
Published in 2024 19th Conference on Computer Science and Intelligence Systems (FedCSIS) (01.01.2024)
Published in 2024 19th Conference on Computer Science and Intelligence Systems (FedCSIS) (01.01.2024)
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Conference Proceeding
Journal Article
Rapid detection of internalizing diagnosis in young children enabled by wearable sensors and machine learning
McGinnis, Ryan S., McGinnis, Ellen W., Hruschak, Jessica, Lopez-Duran, Nestor L., Fitzgerald, Kate, Rosenblum, Katherine L., Muzik, Maria
Published in PloS one (16.01.2019)
Published in PloS one (16.01.2019)
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Journal Article
An improved wrapper-based feature selection method for machinery fault diagnosis
Hui, Kar Hoou, Ooi, Ching Sheng, Lim, Meng Hee, Leong, Mohd Salman, Al-Obaidi, Salah Mahdi
Published in PloS one (20.12.2017)
Published in PloS one (20.12.2017)
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Journal Article