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Evaluation of machine learning algorithms for the prognosis of breast cancer from the Surveillance, Epidemiology, and End Results database
Wu, Ruiyang, Luo, Jing, Wan, Hangyu, Zhang, Haiyan, Yuan, Yewei, Hu, Huihua, Feng, Jinyan, Wen, Jing, Wang, Yan, Li, Junyan, Liang, Qi, Gan, Fengjiao, Zhang, Gang
Published in PloS one (26.01.2023)
Published in PloS one (26.01.2023)
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Journal Article
Prognostic biomarkers of intracerebral hemorrhage identified using targeted proteomics and machine learning algorithms
Misra, Shubham, Kawamura, Yuki, Singh, Praveen, Sengupta, Shantanu, Nath, Manabesh, Rahman, Zuhaibur, Kumar, Pradeep, Kumar, Amit, Aggarwal, Praveen, Srivastava, Achal K., Pandit, Awadh K., Mohania, Dheeraj, Prasad, Kameshwar, Mishra, Nishant K., Vibha, Deepti
Published in PloS one (03.06.2024)
Published in PloS one (03.06.2024)
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Journal Article
A prospective multicenter validation study of a machine learning algorithm classifier on quantitative electroencephalogram for differentiating between dementia with Lewy bodies and Alzheimer’s dementia
Suzuki, Yukiko, Suzuki, Maki, Shigenobu, Kazue, Shinosaki, Kazuhiro, Aoki, Yasunori, Kikuchi, Hirokazu, Baba, Toru, Hashimoto, Mamoru, Araki, Toshihiko, Johnsen, Kristinn, Ikeda, Manabu, Mori, Etsuro
Published in PloS one (31.03.2022)
Published in PloS one (31.03.2022)
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Journal Article
LOTUS: A single- and multitask machine learning algorithm for the prediction of cancer driver genes
Collier, Olivier, Stoven, Véronique, Vert, Jean-Philippe
Published in PLoS computational biology (30.09.2019)
Published in PLoS computational biology (30.09.2019)
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Journal Article
A machine learning algorithm predicts molecular subtypes in pancreatic ductal adenocarcinoma with differential response to gemcitabine-based versus FOLFIRINOX chemotherapy
Kaissis, Georgios, Ziegelmayer, Sebastian, Lohöfer, Fabian, Steiger, Katja, Algül, Hana, Muckenhuber, Alexander, Yen, Hsi-Yu, Rummeny, Ernst, Friess, Helmut, Schmid, Roland, Weichert, Wilko, Siveke, Jens T., Braren, Rickmer
Published in PloS one (02.10.2019)
Published in PloS one (02.10.2019)
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Journal Article
Artificial intelligence algorithm for predicting mortality of patients with acute heart failure
Kwon, Joon-myoung, Kim, Kyung-Hee, Jeon, Ki-Hyun, Lee, Sang Eun, Lee, Hae-Young, Cho, Hyun-Jai, Choi, Jin Oh, Jeon, Eun-Seok, Kim, Min-Seok, Kim, Jae-Joong, Hwang, Kyung-Kuk, Chae, Shung Chull, Baek, Sang Hong, Kang, Seok-Min, Choi, Dong-Ju, Yoo, Byung-Su, Kim, Kye Hun, Park, Hyun-Young, Cho, Myeong-Chan, Oh, Byung-Hee
Published in PloS one (08.07.2019)
Published in PloS one (08.07.2019)
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Journal Article
Autism spectrum disorder diagnosis based on deep unrolling-based spatial constraint representation
Lei, Dajiang, Zhang, Tao, Wu, Yue, Li, Weisheng, Li, Xinwei
Published in Medical & biological engineering & computing (01.11.2023)
Published in Medical & biological engineering & computing (01.11.2023)
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Journal Article
A systematic review of machine learning models for predicting outcomes of stroke with structured data
Wang, Wenjuan, Kiik, Martin, Peek, Niels, Curcin, Vasa, Marshall, Iain J., Rudd, Anthony G., Wang, Yanzhong, Douiri, Abdel, Wolfe, Charles D., Bray, Benjamin
Published in PloS one (12.06.2020)
Published in PloS one (12.06.2020)
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Journal Article
Evaluating reproducibility of AI algorithms in digital pathology with DAPPER
Bizzego, Andrea, Bussola, Nicole, Chierici, Marco, Maggio, Valerio, Francescatto, Margherita, Cima, Luca, Cristoforetti, Marco, Jurman, Giuseppe, Furlanello, Cesare
Published in PLoS computational biology (01.03.2019)
Published in PLoS computational biology (01.03.2019)
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Journal Article
Machine learning-based glucose prediction with use of continuous glucose and physical activity monitoring data: The Maastricht Study
van Doorn, William P. T. M., Foreman, Yuri D., Schaper, Nicolaas C., Savelberg, Hans H. C. M., Koster, Annemarie, van der Kallen, Carla J. H., Wesselius, Anke, Schram, Miranda T., Henry, Ronald M. A., Dagnelie, Pieter C., de Galan, Bastiaan E., Bekers, Otto, Stehouwer, Coen D. A., Meex, Steven J. R., Brouwers, Martijn C. G. J.
Published in PloS one (24.06.2021)
Published in PloS one (24.06.2021)
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Journal Article
Value of laboratory results in addition to vital signs in a machine learning algorithm to predict in-hospital cardiac arrest: A single-center retrospective cohort study
Ueno, Ryo, Xu, Liyuan, Uegami, Wataru, Matsui, Hiroki, Okui, Jun, Hayashi, Hiroshi, Miyajima, Toru, Hayashi, Yoshiro, Pilcher, David, Jones, Daryl
Published in PLOS ONE (13.07.2020)
Published in PLOS ONE (13.07.2020)
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Journal Article
Predicting breast cancer 5-year survival using machine learning: A systematic review
Li, Jiaxin, Zhou, Zijun, Dong, Jianyu, Fu, Ying, Li, Yuan, Luan, Ze, Peng, Xin
Published in PloS one (16.04.2021)
Published in PloS one (16.04.2021)
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Journal Article
Prediction of T Stage of Rectal Cancer After Neoadjuvant Therapy by Multi-Parameter Magnetic Resonance Radiomics Based on Machine Learning Algorithms
Nie, Tingting, Yuan, Zilong, He, Yaoyao, Xu, Haibo, Guo, Xiaofang, Liu, Yulin
Published in Technology in cancer research & treatment (01.01.2024)
Published in Technology in cancer research & treatment (01.01.2024)
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Journal Article