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NSGA‐II‐XGB: Meta‐heuristic feature selection with XGBoost framework for diabetes prediction
Gupta, Aditya, Rajput, Ishwari Singh, Gunjan, Jain, Vibha, Chaurasia, Soni
Published in Concurrency and computation (25.09.2022)
Published in Concurrency and computation (25.09.2022)
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Journal Article
Enhancing electrochemical detection through machine learning-driven prediction for canine mammary tumor biomarker with green silver nanoparticles
Enginler, Sinem Özlem, Küçükdeniz, Tarık, Dal, Gamze Evkuran, Yıldırım, Funda, Cilasun, Gökçe Erdemir, Alkan, Fulya Üstün, Gürgen, Hazal Öztürk, Taşaltın, Nevin, Sabuncu, Ahmet, Yılmaz, Merve, Karakuş, Selcan
Published in Analytical and bioanalytical chemistry (01.09.2024)
Published in Analytical and bioanalytical chemistry (01.09.2024)
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Journal Article
Deep learning to diagnose cardiac amyloidosis from cardiovascular magnetic resonance
Martini, Nicola, Aimo, Alberto, Barison, Andrea, Della Latta, Daniele, Vergaro, Giuseppe, Aquaro, Giovanni Donato, Ripoli, Andrea, Emdin, Michele, Chiappino, Dante
Published in Journal of cardiovascular magnetic resonance (07.12.2020)
Published in Journal of cardiovascular magnetic resonance (07.12.2020)
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Journal Article
Validation pipeline for machine learning algorithm assessment for multiple vendors
Bizzo, Bernardo C., Ebrahimian, Shadi, Walters, Mark E., Michalski, Mark H., Andriole, Katherine P., Dreyer, Keith J., Kalra, Mannudeep K., Alkasab, Tarik, Digumarthy, Subba R.
Published in PloS one (29.04.2022)
Published in PloS one (29.04.2022)
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Journal Article
Usability of machine learning algorithms based on electronic health records for the prediction of acute kidney injury and transition to acute kidney disease: A proof of concept study
Ruinelli, Lorenzo, Cippà, Pietro, Sieber, Chantal, Di Serio, Clelia, Ferrari, Paolo, Bellasi, Antonio
Published in PloS one (01.07.2025)
Published in PloS one (01.07.2025)
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Journal Article
Developing a machine learning algorithm to predict psychotropic drugs-induced weight gain and the effectiveness of anti-obesity drugs in patients with severe mental illness: Protocol for a prospective cohort study
Lee, Hye Jun, Kim, Na Yeon, Kim, Da Seul, Kim, Youngbin, Kim, Jung-Ha, Han, Doug Hyun, Kim, Sun Mi
Published in PloS one (19.05.2025)
Published in PloS one (19.05.2025)
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Journal Article
Diagnostic Assessment of Deep Learning Algorithms for Detection of Lymph Node Metastases in Women With Breast Cancer
Ehteshami Bejnordi, Babak, Veta, Mitko, Johannes van Diest, Paul, van Ginneken, Bram, Karssemeijer, Nico, Litjens, Geert, van der Laak, Jeroen A. W. M, Hermsen, Meyke, Manson, Quirine F, Balkenhol, Maschenka, Geessink, Oscar, Stathonikos, Nikolaos, van Dijk, Marcory CRF, Bult, Peter, Beca, Francisco, Beck, Andrew H, Wang, Dayong, Khosla, Aditya, Gargeya, Rishab, Irshad, Humayun, Zhong, Aoxiao, Dou, Qi, Li, Quanzheng, Chen, Hao, Lin, Huang-Jing, Heng, Pheng-Ann, Haß, Christian, Bruni, Elia, Wong, Quincy, Halici, Ugur, Öner, Mustafa Ümit, Cetin-Atalay, Rengul, Berseth, Matt, Khvatkov, Vitali, Vylegzhanin, Alexei, Kraus, Oren, Shaban, Muhammad, Rajpoot, Nasir, Awan, Ruqayya, Sirinukunwattana, Korsuk, Qaiser, Talha, Tsang, Yee-Wah, Tellez, David, Annuscheit, Jonas, Hufnagl, Peter, Valkonen, Mira, Kartasalo, Kimmo, Latonen, Leena, Ruusuvuori, Pekka, Liimatainen, Kaisa, Albarqouni, Shadi, Mungal, Bharti, George, Ami, Demirci, Stefanie, Navab, Nassir, Watanabe, Seiryo, Seno, Shigeto, Takenaka, Yoichi, Matsuda, Hideo, Ahmady Phoulady, Hady, Kovalev, Vassili, Kalinovsky, Alexander, Liauchuk, Vitali, Bueno, Gloria, Fernandez-Carrobles, M. Milagro, Serrano, Ismael, Deniz, Oscar, Racoceanu, Daniel, Venâncio, Rui
Published in JAMA : the journal of the American Medical Association (12.12.2017)
Published in JAMA : the journal of the American Medical Association (12.12.2017)
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Journal Article
Applying machine learning in motor activity time series of depressed bipolar and unipolar patients compared to healthy controls
Jakobsen, Petter, Garcia-Ceja, Enrique, Riegler, Michael, Stabell, Lena Antonsen, Nordgreen, Tine, Torresen, Jim, Fasmer, Ole Bernt, Oedegaard, Ketil Joachim
Published in PloS one (24.08.2020)
Published in PloS one (24.08.2020)
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Journal Article
The performance of VCS(volume, conductivity, light scatter) parameters in distinguishing latent tuberculosis and active tuberculosis by using machine learning algorithm
Chen, Lijiao, Yuan, Lingke, Sun, Tingting, Liu, Ruiqing, Huang, Qing, Deng, Shaoli
Published in BMC infectious diseases (16.12.2023)
Published in BMC infectious diseases (16.12.2023)
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Journal Article
Machine learning and deep learning covid-19 diagnosis system: key achievements, lessons learned, and a transfer learning algorithm: Machine learning and deep learning covid-19 diagnosis system
Salama, Gerges M., Mohamed, Asmaa, Abd-Ellah, Mahmoud Khaled
Published in Soft computing (Berlin, Germany) (01.12.2024)
Published in Soft computing (Berlin, Germany) (01.12.2024)
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Journal Article
Performance and educational training of radiographers in lung nodule or mass detection: Retrospective comparison with different deep learning algorithms
Teng, Pai-Hsueh, Liang, Chia-Hao, Lin, Yun, Alberich-Bayarri, Angel, González, Rafael López, Li, Pin-Wei, Weng, Yu-Hsin, Chen, Yi-Ting, Lin, Chih-Hsien, Chou, Kang-Ju, Chen, Yao-Shen, Wu, Fu-Zong
Published in Medicine (Baltimore) (11.06.2021)
Published in Medicine (Baltimore) (11.06.2021)
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Journal Article
Application of machine learning in the diagnosis of gastric cancer based on noninvasive characteristics
Zhu, Shuang-Li, Dong, Jie, Zhang, Chenjing, Huang, Yao-Bo, Pan, Wensheng
Published in PloS one (31.12.2020)
Published in PloS one (31.12.2020)
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Journal Article
A machine learning-based data mining in medical examination data: a biological features-based biological age prediction model
Yang, Qing, Gao, Sunan, Lin, Junfen, Lyu, Ke, Wu, Zexu, Chen, Yuhao, Qiu, Yinwei, Zhao, Yanrong, Wang, Wei, Lin, Tianxiang, Pan, Huiyun, Chen, Ming
Published in BMC bioinformatics (03.10.2022)
Published in BMC bioinformatics (03.10.2022)
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Journal Article
Detecting rare diseases in electronic health records using machine learning and knowledge engineering: Case study of acute hepatic porphyria
Cohen, Aaron M., Chamberlin, Steven, Deloughery, Thomas, Nguyen, Michelle, Bedrick, Steven, Meninger, Stephen, Ko, John J., Amin, Jigar J., Wei, Alex J., Hersh, William
Published in PloS one (02.07.2020)
Published in PloS one (02.07.2020)
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Journal Article