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Cancer Research and Treatment
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Gastrointestinal cancer
Development and Validation of Models to Predict Lymph Node Metastasis in Early Gastric Cancer Using Logistic Regression and Gradient Boosting Machine Methods
Hae Dong Lee, Kyung Han Nam, Cheol Min Shin, Hye Seung Lee, Young Hoon Chang, Hyuk Yoon, Young Soo Park, Nayoung Kim, Dong Ho Lee, Sang-Hoon Ahn, Hyung-Ho Kim
Cancer Res Treat.
2023;55(4):1240-1249. Published online March 21, 2023 DOI:
https://doi.org/10.4143/crt.2022.1330
Web of Science 2
Crossref 2
Histopathologic and Molecular Biomarkers of PD-1/PD-L1 Inhibitor Treatment Response among Patients with Microsatellite Instability‒High Colon Cancer
Jaewon Hyung, Eun Jeong Cho, Jihun Kim, Jwa Hoon Kim, Jeong Eun Kim, Yong Sang Hong, Tae Won Kim, Chang Ohk Sung, Sun Young Kim
Cancer Res Treat.
2022;54(4):1175-1190. Published online January 12, 2022 DOI:
https://doi.org/10.4143/crt.2021.1133
Web of Science 6
Crossref 7
Machine Learning
Model for Predicting Postoperative Survival of Patients with Colorectal Cancer
Mohamed Hosny Osman, Reham Hosny Mohamed, Hossam Mohamed Sarhan, Eun Jung Park, Seung Hyuk Baik, Kang Young Lee, Jeonghyun Kang
Cancer Res Treat.
2022;54(2):517-524. Published online June 15, 2021 DOI:
https://doi.org/10.4143/crt.2021.206
Web of Science 6
Crossref 9
Gastrointestinal Cancer
LASSO-Based
Machine Learning
Algorithm for Prediction of Lymph Node Metastasis in T1 Colorectal Cancer
Jeonghyun Kang, Yoon Jung Choi, Im-kyung Kim, Hye Sun Lee, Hogeun Kim, Seung Hyuk Baik, Nam Kyu Kim, Kang Young Lee
Cancer Res Treat.
2021;53(3):773-783. Published online December 29, 2020 DOI:
https://doi.org/10.4143/crt.2020.974
Web of Science 55
Crossref 57
Prediction of Acquired Taxane Resistance Using a Personalized Pathway-Based
Machine Learning
Method
Young Rae Kim, Dongha Kim, Sung Young Kim
Cancer Res Treat.
2019;51(2):672-684. Published online August 10, 2018 DOI:
https://doi.org/10.4143/crt.2018.137
Web of Science 6
Crossref 6
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Journal Impact Factor 4.6