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Diagnostic classification of cancers using extreme gradient boosting algorithm and multi-omics data
Ma, Baoshan, Meng, Fanyu, Yan, Ge, Yan, Haowen, Chai, Bingjie, Song, Fengju
Published in Computers in biology and medicine (01.06.2020)
Published in Computers in biology and medicine (01.06.2020)
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Journal Article
Using machine learning and deep learning algorithms for downtime minimization in manufacturing systems: an early failure detection diagnostic service
Shahin, Mohammad, Chen, F. Frank, Hosseinzadeh, Ali, Zand, Neda
Published in International journal of advanced manufacturing technology (01.10.2023)
Published in International journal of advanced manufacturing technology (01.10.2023)
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Journal Article
Standardized evaluation of algorithms for computer-aided diagnosis of dementia based on structural MRI: The CADDementia challenge
Bron, Esther E., Smits, Marion, van der Flier, Wiesje M., Vrenken, Hugo, Barkhof, Frederik, Scheltens, Philip, Papma, Janne M., Steketee, Rebecca M.E., Méndez Orellana, Carolina, Meijboom, Rozanna, Pinto, Madalena, Meireles, Joana R., Garrett, Carolina, Bastos-Leite, António J., Abdulkadir, Ahmed, Ronneberger, Olaf, Amoroso, Nicola, Bellotti, Roberto, Cárdenas-Peña, David, Álvarez-Meza, Andrés M., Dolph, Chester V., Iftekharuddin, Khan M., Eskildsen, Simon F., Coupé, Pierrick, Fonov, Vladimir S., Franke, Katja, Gaser, Christian, Ledig, Christian, Guerrero, Ricardo, Tong, Tong, Gray, Katherine R., Moradi, Elaheh, Tohka, Jussi, Routier, Alexandre, Durrleman, Stanley, Sarica, Alessia, Di Fatta, Giuseppe, Sensi, Francesco, Chincarini, Andrea, Smith, Garry M., Stoyanov, Zhivko V., Sørensen, Lauge, Nielsen, Mads, Tangaro, Sabina, Inglese, Paolo, Wachinger, Christian, Reuter, Martin, van Swieten, John C., Niessen, Wiro J., Klein, Stefan
Published in NeuroImage (Orlando, Fla.) (01.05.2015)
Published in NeuroImage (Orlando, Fla.) (01.05.2015)
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Journal Article
Untangling Computer-Aided Diagnostic System for Screening Diabetic Retinopathy Based on Deep Learning Techniques
Farooq, Muhammad Shoaib, Arooj, Ansif, Alroobaea, Roobaea, Baqasah, Abdullah M., Jabarulla, Mohamed Yaseen, Singh, Dilbag, Sardar, Ruhama
Published in Sensors (Basel, Switzerland) (24.02.2022)
Published in Sensors (Basel, Switzerland) (24.02.2022)
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Journal Article
Validation, comparison, and combination of algorithms for automatic detection of pulmonary nodules in computed tomography images: The LUNA16 challenge
Setio, Arnaud Arindra Adiyoso, Traverso, Alberto, de Bel, Thomas, Berens, Moira S.N., Bogaard, Cas van den, Cerello, Piergiorgio, Chen, Hao, Dou, Qi, Fantacci, Maria Evelina, Geurts, Bram, Gugten, Robbert van der, Heng, Pheng Ann, Jansen, Bart, de Kaste, Michael M.J., Kotov, Valentin, Lin, Jack Yu-Hung, Manders, Jeroen T.M.C., Sóñora-Mengana, Alexander, García-Naranjo, Juan Carlos, Papavasileiou, Evgenia, Prokop, Mathias, Saletta, Marco, Schaefer-Prokop, Cornelia M, Scholten, Ernst T., Scholten, Luuk, Snoeren, Miranda M., Torres, Ernesto Lopez, Vandemeulebroucke, Jef, Walasek, Nicole, Zuidhof, Guido C.A., Ginneken, Bram van, Jacobs, Colin
Published in Medical image analysis (01.12.2017)
Published in Medical image analysis (01.12.2017)
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Journal Article
AI-Driven Diagnostic Assistance in Medical Inquiry: Reinforcement Learning Algorithm Development and Validation
Zou, Xuan, He, Weijie, Huang, Yu, Ouyang, Yi, Zhang, Zhen, Wu, Yu, Wu, Yongsheng, Feng, Lili, Wu, Sheng, Yang, Mengqi, Chen, Xuyan, Zheng, Yefeng, Jiang, Rui, Chen, Ting
Published in Journal of medical Internet research (23.08.2024)
Published in Journal of medical Internet research (23.08.2024)
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Journal Article
Classification of CT scan and X-ray dataset based on deep learning and particle swarm optimization
Liu, Honghua, Zhao, Mingwei, She, Chang, Peng, Han, Liu, Mailan, Li, Bo
Published in PloS one (27.01.2025)
Published in PloS one (27.01.2025)
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Journal Article
Computational Diagnostic Techniques for Electrocardiogram Signal Analysis
Xie, Liping, Li, Zilong, Zhou, Yihan, He, Yiliu, Zhu, Jiaxin
Published in Sensors (Basel, Switzerland) (05.11.2020)
Published in Sensors (Basel, Switzerland) (05.11.2020)
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Journal Article
Smart Diagnostics: Combining Artificial Intelligence and In Vitro Diagnostics
McRae, Michael P., Rajsri, Kritika S., Alcorn, Timothy M., McDevitt, John T.
Published in Sensors (Basel, Switzerland) (24.08.2022)
Published in Sensors (Basel, Switzerland) (24.08.2022)
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Journal Article
Preparing Medical Imaging Data for Machine Learning
Willemink, Martin J., Koszek, Wojciech A., Hardell, Cailin, Wu, Jie, Fleischmann, Dominik, Harvey, Hugh, Folio, Les R., Summers, Ronald M., Rubin, Daniel L., Lungren, Matthew P.
Published in Radiology (01.04.2020)
Published in Radiology (01.04.2020)
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Journal Article
Diagnostic test accuracy of machine learning algorithms for the detection intracranial hemorrhage: a systematic review and meta-analysis study
Maghami, Masoud, Sattari, Shahab Aldin, Tahmasbi, Marziyeh, Panahi, Pegah, Mozafari, Javad, Shirbandi, Kiarash
Published in Biomedical engineering online (04.12.2023)
Published in Biomedical engineering online (04.12.2023)
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Journal Article
Introducing the GEV Activation Function for Highly Unbalanced Data to Develop COVID-19 Diagnostic Models
Bridge, Joshua, Meng, Yanda, Zhao, Yitian, Du, Yong, Zhao, Mingfeng, Sun, Renrong, Zheng, Yalin
Published in IEEE journal of biomedical and health informatics (01.10.2020)
Published in IEEE journal of biomedical and health informatics (01.10.2020)
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Journal Article
An AI-Aided Diagnostic Framework for Hematologic Neoplasms Based on Morphologic Features and Medical Expertise
Li, Nan, Fan, Liquan, Xu, Hang, Zhang, Xiwen, Bai, Zanzhou, Li, Miaohui, Xiong, Shumin, Jiang, Lu, Yang, Jie, Chen, Saijuan, Qiao, Yu, Chen, Bing
Published in Laboratory investigation (01.04.2023)
Published in Laboratory investigation (01.04.2023)
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Journal Article