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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
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
A Novel Framework for Abnormal Risk Classification over Fetal Nuchal Translucency Using Adaptive Stochastic Gradient Descent Algorithm
Verma, Deepti, Agrawal, Shweta, Iwendi, Celestine, Sharma, Bhisham, Bhatia, Surbhi, Basheer, Shakila
Published in Diagnostics (Basel) (31.10.2022)
Published in Diagnostics (Basel) (31.10.2022)
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Journal Article
Medication Use for Childhood Pneumonia at a Children’s Hospital in Shanghai, China: Analysis of Pattern Mining Algorithms
Tang, Chunlei, Sun, Huajun, Xiong, Yun, Yang, Jiahong, Vitale, Christopher, Ruan, Lu, Ai, Angela, Yu, Guangjun, Ma, Jing, Bates, David
Published in JMIR medical informatics (22.03.2019)
Published in JMIR medical informatics (22.03.2019)
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Journal Article
Non-invasive assessment of portal hypertension by multi-parametric magnetic resonance imaging of the spleen: A proof of concept study
Levick, Christina, Phillips-Hughes, Jane, Collier, Jane, Banerjee, Rajarshi, Cobbold, Jeremy F., Wang, Lai Mun, Piechnik, Stefan K., Robson, Matthew D., Neubauer, Stefan, Barnes, Eleanor, Pavlides, Michael
Published in PloS one (20.08.2019)
Published in PloS one (20.08.2019)
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Journal Article
Effectiveness of deep learning in early‐stage oral cancer detections and classification using histogram of oriented gradients
Dutta, Chiranjit, Sandhya, Prasad, Vidhya, Kandasamy, Rajalakshmi, Ramanathan, Ramya, Devasahayam, Madhubabu, Kotakonda
Published in Expert systems (01.06.2024)
Published in Expert systems (01.06.2024)
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Journal Article
Structured feature selection using coordinate descent optimization
Ghalwash, Mohamed F., Cao, Xi Hang, Stojkovic, Ivan, Obradovic, Zoran
Published in BMC bioinformatics (08.04.2016)
Published in BMC bioinformatics (08.04.2016)
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Journal Article
A text-mining approach to obtain detailed treatment information from free-text fields in population-based cancer registries: A study of non-small cell lung cancer in California
Maguire, Frances B., Morris, Cyllene R., Parikh-Patel, Arti, Cress, Rosemary D., Keegan, Theresa H. M., Li, Chin-Shang, Lin, Patrick S., Kizer, Kenneth W.
Published in PloS one (22.02.2019)
Published in PloS one (22.02.2019)
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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
Evaluation of Predictive Data Mining Algorithms in Erythemato-Squamous Disease Diagnosis
Danjuma, Kwetishe, Osofisan, Adenike
Published in International journal of computer science issues (01.11.2014)
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Published in International journal of computer science issues (01.11.2014)
Journal Article
Automated detection of hospital outbreaks: A systematic review of methods
Leclère, Brice, Buckeridge, David L., Boëlle, Pierre-Yves, Astagneau, Pascal, Lepelletier, Didier
Published in PloS one (25.04.2017)
Published in PloS one (25.04.2017)
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Journal Article
Implementation and Analysis of the Performance of EDTA (Enhanced Decision Tree Data Mining Algorithm) for diagnosis of Angioplasty and Stents for Heart Disease Treatment
Kaur, Amarjeet, Jetawat2, Ashok, Singh, Gurpreet
Published in International Journal of Computer Sciences and Engineering (30.04.2018)
Published in International Journal of Computer Sciences and Engineering (30.04.2018)
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Journal Article
A Learning Method of Non-Differential SIC Fuzzy Inference Model Using Genetic Algorithm and Its Application to a Medical Diagnosis
Ohashi, Genki, Shimizu, Tomoki, Seki, Hirosato, Inuiguchi, Masahiro
Published in Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics (01.10.2019)
Published in Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics (01.10.2019)
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Conference Proceeding
A database for using machine learning and data mining techniques for coronary artery disease diagnosis
Alizadehsani, R., Roshanzamir, M., Abdar, M., Beykikhoshk, A., Khosravi, A., Panahiazar, M., Koohestani, A., Khozeimeh, F., Nahavandi, S., Sarrafzadegan, N.
Published in Scientific data (23.10.2019)
Published in Scientific data (23.10.2019)
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Journal Article
Learning high-order interactions for polygenic risk prediction
Massi, Michela C., Franco, Nicola R., Manzoni, Andrea, Paganoni, Anna Maria, Park, Hanla A., Hoffmeister, Michael, Brenner, Hermann, Chang-Claude, Jenny, Ieva, Francesca, Zunino, Paolo
Published in PloS one (10.02.2023)
Published in PloS one (10.02.2023)
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Journal Article