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Uncovering key molecular mechanisms in the early and late-stage of papillary thyroid carcinoma using association rule mining algorithm
Hosseiniyan Khatibi, Seyed Mahdi, Zununi Vahed, Sepideh, Homaei Rad, Hamed, Emdadi, Manijeh, Akbarpour, Zahra, Teshnehlab, Mohammad, Pirmoradi, Saeed, Alizadeh, Effat
Published in PloS one (02.11.2023)
Published in PloS one (02.11.2023)
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Journal Article
Deep ensemble learning for Alzheimer's disease classification
An, Ning, Ding, Huitong, Yang, Jiaoyun, Au, Rhoda, Ang, Ting F.A.
Published in Journal of biomedical informatics (01.05.2020)
Published in Journal of biomedical informatics (01.05.2020)
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Journal Article
Sparse Modeling Reveals miRNA Signatures for Diagnostics of Inflammatory Bowel Disease
Hübenthal, Matthias, Hemmrich-Stanisak, Georg, Degenhardt, Frauke, Szymczak, Silke, Du, Zhipei, Elsharawy, Abdou, Keller, Andreas, Schreiber, Stefan, Franke, Andre
Published in PloS one (14.10.2015)
Published in PloS one (14.10.2015)
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Journal Article
Proteomic associations with cognitive variability as measured by the Wisconsin Card Sorting Test in a healthy Thai population: A machine learning approach
Chen, Chen, Khanthiyong, Bupachad, Thaweetee-Sukjai, Benjamard, Charoenlappanit, Sawanya, Roytrakul, Sittiruk, Surit, Phrutthinun, Phoungpetchara, Ittipon, Thanoi, Samur, Reynolds, Gavin P., Nudmamud-Thanoi, Sutisa
Published in PloS one (20.02.2025)
Published in PloS one (20.02.2025)
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Journal Article
A machine learning approach for differentiating bipolar disorder type II and borderline personality disorder using electroencephalography and cognitive abnormalities
Nazari, Mohammad-Javad, Shalbafan, Mohammadreza, Eissazade, Negin, Khalilian, Elham, Vahabi, Zahra, Masjedi, Neda, Ghidary, Saeed Shiry, Saadat, Mozafar, Sadegh-Zadeh, Seyed-Ali
Published in PloS one (21.06.2024)
Published in PloS one (21.06.2024)
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Journal Article
Application of improved Unet network in the recognition and segmentation of lung CT images in patients with pneumoconiosis
Zhou, Zhengsong, Li, Xin, Ji, Hongbo, Xu, Xuanhan, Chang, Zongqi, Wu, Keda, Song, Yangyang, Kao, Mingkun, Chen, Hongjun, Wu, Dongsheng, Zhang, Tao
Published in BMC medical imaging (19.08.2024)
Published in BMC medical imaging (19.08.2024)
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Journal Article
Using deep‐learning algorithms to classify fetal brain ultrasound images as normal or abnormal
Xie, H. N., Wang, N., He, M., Zhang, L. H., Cai, H. M., Xian, J. B., Lin, M. F., Zheng, J., Yang, Y. Z.
Published in Ultrasound in obstetrics & gynecology (01.10.2020)
Published in Ultrasound in obstetrics & gynecology (01.10.2020)
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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
Performance of machine learning algorithms for dementia assessment: impacts of language tasks, recording media, and modalities
Parsapoor (Parsa), Mahboobeh (Mah), Alam, Muhammad Raisul, Mihailidis, Alex
Published in BMC medical informatics and decision making (03.03.2023)
Published in BMC medical informatics and decision making (03.03.2023)
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Journal Article
Cognitive Machine-Learning Algorithm for Cardiac Imaging: A Pilot Study for Differentiating Constrictive Pericarditis From Restrictive Cardiomyopathy
Sengupta, Partho P., Huang, Yen-Min, Bansal, Manish, Ashrafi, Ali, Fisher, Matt, Shameer, Khader, Gall, Walt, Dudley, Joel T.
Published in Circulation. Cardiovascular imaging (01.06.2016)
Published in Circulation. Cardiovascular imaging (01.06.2016)
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Journal Article
Deep Learning Algorithms with Demographic Information Help to Detect Tuberculosis in Chest Radiographs in Annual Workers’ Health Examination Data
Heo, Seok-Jae, Kim, Yangwook, Yun, Sehyun, Lim, Sung-Shil, Kim, Jihyun, Nam, Chung-Mo, Park, Eun-Cheol, Jung, Inkyung, Yoon, Jin-Ha
Published in International journal of environmental research and public health (16.01.2019)
Published in International journal of environmental research and public health (16.01.2019)
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Journal Article
Development and validation of a diagnostic model for early differentiation of sepsis and non-infectious SIRS in critically ill children - a data-driven approach using machine-learning algorithms
Lamping, Florian, Jack, Thomas, Rübsamen, Nicole, Sasse, Michael, Beerbaum, Philipp, Mikolajczyk, Rafael T., Boehne, Martin, Karch, André
Published in BMC pediatrics (15.03.2018)
Published in BMC pediatrics (15.03.2018)
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Journal Article
“I don’t think people are ready to trust these algorithms at face value”: trust and the use of machine learning algorithms in the diagnosis of rare disease
Hallowell, Nina, Badger, Shirlene, Sauerbrei, Aurelia, Nellåker, Christoffer, Kerasidou, Angeliki
Published in BMC medical ethics (16.11.2022)
Published in BMC medical ethics (16.11.2022)
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Journal Article