Model Based on Ultrasound Radiomics and Machine Learning to Preoperative Differentiation of Follicular Thyroid Neoplasm

被引：0

作者：

Deng, Yiwen ^{[1
]}

Zeng, Qiao ^{[2
]}

Zhao, Yu ^{[1
]}

Hu, Zhen ^{[1
]}

Zhan, Changmiao ^{[1
]}

Guo, Liangyun ^{[1
]}

Lai, Binghuang ^{[3
]}

Huang, Zhiping ^{[3
]}

Fu, Zhiyong ^{[4
]}

Zhang, Chunquan ^{[1
]}

机构：

[1] Department of Ultrasound, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, China

[2] Department of Radiology, Jiangxi Cancer Hospital & Institute, Jiangxi Clinical Research Center for Cancer, The Second Affiliated Hospital of Nanchang Medical College, Nanchang, China

[3] Department of Ultrasound, Ganzhou People's Hospital, Ganzhou, China

[4] Department of Ultrasound, Jiangxi Cancer Hospital & Institute, Jiangxi Clinical Research Center for Cancer, The Second Affiliated Hospital of Nanchang Medical College, Nanchang, China

来源：

Journal of Ultrasound in Medicine | 2024年

关键词：

102.1 - 102.1.2 - 102.1.2.1 - 1201.8 - 753.3 Ultrasonic Applications;

D O I：

暂无

中图分类号：

学科分类号：

摘要：

Nomograms

引用

共 50 条

[1] Model Based on Ultrasound Radiomics and Machine Learning to Preoperative Differentiation of Follicular Thyroid Neoplasm
Deng, Yiwen
Zeng, Qiao
Zhao, Yu
Hu, Zhen
Zhan, Changmiao
Guo, Liangyun
Lai, Binghuang
Huang, Zhiping
Fu, Zhiyong
Zhang, Chunquan
JOURNAL OF ULTRASOUND IN MEDICINE, 2025, 44 (03) : 567 - 579
[2] Intratumoral and peritumoral radiomics based on ultrasound for the differentiation of follicular thyroid neoplasm
Zhan, Wenting
Cai, Xiaoxia
Qi, Hongliang
He, Huiliao
Zhu, Dehua
Yang, Yan
Chen, Zhang
GLAND SURGERY, 2024, 13 (11) : 1942 - 1953
[3] Machine Learning Model Based on Radiomics for Preoperative Differentiation of Jaw Cystic Lesions
Fang, Songling
Wang, Yuepeng
He, Yilin
Yu, Taihui
Xie, Yutong
Cai, Yongkang
Li, Wenhao
Wang, Yan
Huang, Zhiquan
OTOLARYNGOLOGY-HEAD AND NECK SURGERY, 2024, 170 (06) : 1561 - 1569
[4] Diagnostic value of an interpretable machine learning model based on clinical ultrasound features for follicular thyroid carcinoma
Zheng, Yuxin
Zhang, Yajiao
Lu, Kefeng
Wang, Jiafeng
Li, Linlin
Xu, Dong
Liu, Junping
Lou, Jiangyan
QUANTITATIVE IMAGING IN MEDICINE AND SURGERY, 2024, 14 (09) : 6311 - 6324
[5] Radiomics Based on Thyroid Ultrasound Can Predict Distant Metastasis of Follicular Thyroid Carcinoma
Kwon, Mi-ri
Shin, Jung Hee
Park, Hyunjin
Cho, Hwanho
Kim, Eunjin
Hahn, Soo Yeon
JOURNAL OF CLINICAL MEDICINE, 2020, 9 (07) : 1 - 11
[6] Preoperative cytologic diagnosis of clear cell follicular neoplasm of the thyroid
Moldavsky, M
Schwalb, S
ACTA CYTOLOGICA, 2002, 46 (02) : 432 - 434
[7] Preoperative classification of primary and metastatic liver cancer via machine learning-based ultrasound radiomics
Mao, Bing
Ma, Jingdong
Duan, Shaobo
Xia, Yuwei
Tao, Yaru
Zhang, Lianzhong
EUROPEAN RADIOLOGY, 2021, 31 (07) : 4576 - 4586
[8] Preoperative classification of primary and metastatic liver cancer via machine learning-based ultrasound radiomics
Bing Mao
Jingdong Ma
Shaobo Duan
Yuwei Xia
Yaru Tao
Lianzhong Zhang
European Radiology, 2021, 31 : 4576 - 4586
[9] Preoperative differentiation of pancreatic cystic neoplasm subtypes on computed tomography radiomics
Zhang, Yifan
Wu, Jin
He, Jian
Xu, Shanshan
QUANTITATIVE IMAGING IN MEDICINE AND SURGERY, 2023, 13 (10) : 6395 - 6411
[10] Preoperative Evaluation of Hepatocellular Carcinoma Differentiation Using Contrast-Enhanced Ultrasound-Based Deep-Learning Radiomics Model
Qin, Xiachuan
Hu, Xiaomin
Xiao, Weihan
Zhu, Chao
Ma, Qianqin
Zhang, Chaoxue
JOURNAL OF HEPATOCELLULAR CARCINOMA, 2023, 10 : 157 - 168

← 1 2 3 4 5 →