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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
Non-invasive assessment of NAFLD as systemic disease—A machine learning perspective
Canbay, Ali, Kälsch, Julia, Neumann, Ursula, Rau, Monika, Hohenester, Simon, Baba, Hideo A., Rust, Christian, Geier, Andreas, Heider, Dominik, Sowa, Jan-Peter
Published in PloS one (26.03.2019)
Published in PloS one (26.03.2019)
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Journal Article
NSGA-II-DL: Metaheuristic Optimal Feature Selection With Deep Learning Framework for HER2 Classification in Breast Cancer
Rashid, Tarik Ahmed, Majidpour, Jafar, Thinakaran, Rajermani, Batumalay, Malathy, Dewi, Deshinta Arrova, Hassan, Bryar A., Dadgar, Habibollah, Arabi, Hossein
Published in IEEE access (2024)
Published in IEEE access (2024)
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Journal Article
Formation of Fuzzy Patterns in Logical Analysis of Data Using a Multi-Criteria Genetic Algorithm
Masich, Igor S., Kulachenko, Margarita A., Stanimirović, Predrag S., Popov, Aleksey M., Tovbis, Elena M., Stupina, Alena A., Kazakovtsev, Lev A.
Published in Symmetry (Basel) (01.03.2022)
Published in Symmetry (Basel) (01.03.2022)
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Journal Article
Structure-aware deep learning for chronic middle ear disease
Wang, Zheng, Song, Jian, Su, Ri, Hou, Muzhou, Qi, Min, Zhang, Jianglin, Wu, Xuewen
Published in Expert systems with applications (15.05.2022)
Published in Expert systems with applications (15.05.2022)
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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
FWNNet: Presentation of a New Classifier of Brain Tumor Diagnosis Based on Fuzzy Logic and the Wavelet-Based Neural Network Using Machine-Learning Methods
Ahmadi, Mohsen, Dashti Ahangar, Fatemeh, Astaraki, Nikoo, Abbasi, Mohammad, Babaei, Behzad
Published in Computational intelligence and neuroscience (2021)
Published in Computational intelligence and neuroscience (2021)
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Journal Article
Endoscopy report mining for intelligent gastric cancer screening
Pan, Jinxin, Ding, Shuai, Yang, Shanlin, Li, Gang, Liu, Xiao
Published in Expert systems (01.06.2020)
Published in Expert systems (01.06.2020)
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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
Crushing stress and vibration fatigue-life optimization of a battery-pack system
Zhang, Xiaoxi, Xiong, Yue, Pan, Yongjun, Du, Haifeng, Liu, Binghe
Published in Structural and multidisciplinary optimization (01.03.2023)
Published in Structural and multidisciplinary optimization (01.03.2023)
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Journal Article
Predicting the occurrence of surgical site infections using text mining and machine learning
da Silva, Daniel A., ten Caten, Carla S., dos Santos, Rodrigo P., Fogliatto, Flavio S., Hsuan, Juliana
Published in PloS one (13.12.2019)
Published in PloS one (13.12.2019)
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Journal Article
Learning from vertically distributed data across multiple sites: An efficient privacy-preserving algorithm for Cox proportional hazards model with variable selection
Miao, Guanhong, Yu, Lei, Yang, Jingyun, Bennett, David A., Zhao, Jinying, Wu, Samuel S.
Published in Journal of biomedical informatics (01.01.2024)
Published in Journal of biomedical informatics (01.01.2024)
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Journal Article
Performance Analysis of Conventional Machine Learning Algorithms for Identification of Chronic Kidney Disease in Type 1 Diabetes Mellitus Patients
Chowdhury, Nakib Hayat, Reaz, Mamun Bin Ibne, Haque, Fahmida, Ahmad, Shamim, Ali, Sawal Hamid Md, A Bakar, Ahmad Ashrif, Bhuiyan, Mohammad Arif Sobhan
Published in Diagnostics (Basel) (03.12.2021)
Published in Diagnostics (Basel) (03.12.2021)
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Journal Article
The interactive electrode localization utility: software for automatic sorting and labeling of intracranial subdural electrodes
LaPlante, Roan A., Tang, Wei, Peled, Noam, Vallejo, Deborah I., Borzello, Mia, Dougherty, Darin D., Eskandar, Emad N., Widge, Alik S., Cash, Sydney S., Stufflebeam, Steven M.
Published in International journal for computer assisted radiology and surgery (01.10.2017)
Published in International journal for computer assisted radiology and surgery (01.10.2017)
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Journal Article
Deep learning algorithms to detect diabetic kidney disease from retinal photographs in multiethnic populations with diabetes
Betzler, Bjorn Kaijun, Chee, Evelyn Yi Lyn, He, Feng, Lim, Cynthia Ciwei, Ho, Jinyi, Hamzah, Haslina, Tan, Ngiap Chuan, Liew, Gerald, McKay, Gareth J, Hogg, Ruth E, Young, Ian S, Cheng, Ching-Yu, Lim, Su Chi, Lee, Aaron Y, Wong, Tien Yin, Lee, Mong Li, Hsu, Wynne, Tan, Gavin Siew Wei, Sabanayagam, Charumathi
Published in Journal of the American Medical Informatics Association : JAMIA (17.11.2023)
Published in Journal of the American Medical Informatics Association : JAMIA (17.11.2023)
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Journal Article
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