Machine learning-based prediction model using clinico-pathologic factors for papillary thyroid carcinoma recurrence
YM Park, BJ Lee - Scientific Reports, 2021 - nature.com
… in all machine learning prediction models. We confirmed that all machine learning prediction
models showed an accuracy of 90% or more for predicting disease recurrence in PTC. LNR …
models showed an accuracy of 90% or more for predicting disease recurrence in PTC. LNR …
Establishing a prediction model for lateral neck lymph node metastasis in patients with papillary thyroid carcinoma
S Jin, W Bao, YT Yang, T Bai, Y Bai - Scientific reports, 2018 - nature.com
… establish a model for predicting lateral neck lymph node metastasis in patients with papillary
thyroid carcinoma. A total of 106 patients with papillary thyroid carcinoma undergoing initial …
thyroid carcinoma. A total of 106 patients with papillary thyroid carcinoma undergoing initial …
Predictors and a prediction model for central cervical lymph node metastasis in papillary thyroid carcinoma (cN0)
X Gao, W Luo, L He, J Cheng, L Yang - Frontiers in endocrinology, 2022 - frontiersin.org
Objectives To screen out the predictors of central cervical lymph node metastasis (CLNM) for
papillary thyroid carcinoma (PTC) and establish a prediction model to guide the operation …
papillary thyroid carcinoma (PTC) and establish a prediction model to guide the operation …
Risk factors and diagnostic prediction models for papillary thyroid carcinoma
X Zhang, Y Ze, J Sang, X Shi, Y Bi, S Shen… - Frontiers in …, 2022 - frontiersin.org
… data into one model. In this study, we aimed to construct a new diagnostic prediction model
of … based on BPNN and compare it with conventional multivariate logistic regression model. …
of … based on BPNN and compare it with conventional multivariate logistic regression model. …
A clinical predictive model of central lymph node metastases in papillary thyroid carcinoma
Z Wang, Q Chang, H Zhang, G Du, S Li, Y Liu… - Frontiers in …, 2022 - frontiersin.org
… risk factors and develop a predictive model of CLNM in PTC. … The risk factors were evaluated,
and the predictive model … the model, we plotted the nomogram of our predictive model …
and the predictive model … the model, we plotted the nomogram of our predictive model …
Risk factors and a prediction model of lateral lymph node metastasis in CN0 papillary thyroid carcinoma patients with 1–2 Central Lymph Node metastases
Y Wang, C Deng, X Shu, P Yu, H Wang… - Frontiers in …, 2021 - frontiersin.org
… of intraoperative prediction … model (Figure 3D and Table S1), with an AUC of 0.732 (0.674–0.789,
95% CI). The AUCs of the preoperative prediction and intraoperative prediction models …
95% CI). The AUCs of the preoperative prediction and intraoperative prediction models …
Lymph node metastasis prediction of papillary thyroid carcinoma based on transfer learning radiomics
J Yu, Y Deng, T Liu, J Zhou, X Jia, T Xiao… - Nature …, 2020 - nature.com
… (LNM) in patients with papillary thyroid carcinoma (PTC) is of … radiomics (TLR) model for
preoperative prediction of LNM in … report the TLR model produces a stable LNM prediction. In …
preoperative prediction of LNM in … report the TLR model produces a stable LNM prediction. In …
Risk factors for and prediction model of skip metastasis to lateral lymph nodes in papillary thyroid carcinoma
D Hu, H Lin, X Zeng, T Wang, J Deng, X Su - World journal of surgery, 2020 - Springer
… We developed the first prediction model for skip metastasis … the predicted value of the model
is relatively common. … We developed a prediction model for skip metastasis to better guide …
is relatively common. … We developed a prediction model for skip metastasis to better guide …
Establishment and validation of the scoring system for preoperative prediction of central lymph node metastasis in papillary thyroid carcinoma
W Liu, R Cheng, Y Ma, D Wang, Y Su, C Diao… - Scientific Reports, 2018 - nature.com
… prediction model would improve preoperative diagnostic sensitivity for CNM in patients with
papillary thyroid carcinoma. … This study has established a prediction model and its scoring …
papillary thyroid carcinoma. … This study has established a prediction model and its scoring …
Risk factors and prediction models of lymph node metastasis in papillary thyroid carcinoma based on clinical and imaging characteristics
Y Deng, J Zhang, J Wang, J Wang, J Zhang… - Postgraduate …, 2023 - Taylor & Francis
… On this basis, the prediction model developed in this study based on the five independent
risk factors identified following a thorough evaluation of preoperative clinical indicators and …
risk factors identified following a thorough evaluation of preoperative clinical indicators and …
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