共 42 条
Combined Conventional Ultrasound and Contrast-Enhanced Computed Tomography for Cervical Lymph Node Metastasis Prediction in Papillary Thyroid Carcinoma
被引:5
作者:

Zhao, Shanshan
论文数: 0 引用数: 0
h-index: 0
机构:
Zhejiang Univ, Shaoxing Peoples Hosp, Dept Ultrasound, Shaoxing Hosp,Sch Med, Shaoxing, Peoples R China Zhejiang Univ, Shaoxing Peoples Hosp, Dept Ultrasound, Shaoxing Hosp,Sch Med, Shaoxing, Peoples R China

Yue, Wenwen
论文数: 0 引用数: 0
h-index: 0
机构:
Tongji Univ, Shanghai Peoples Hosp 10, Ultrasound Res & Educ Inst, Dept Med Ultrasound,Sch Med, Shanghai, Peoples R China Zhejiang Univ, Shaoxing Peoples Hosp, Dept Ultrasound, Shaoxing Hosp,Sch Med, Shaoxing, Peoples R China

Wang, Hui
论文数: 0 引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Univ Chinese Acad Sci, Inst Basic Med & Canc IBMC, Dept Ultrasound,Zhejiang Canc Hosp,Canc Hosp, Hangzhou, Peoples R China
Joint Serv Support Force 903 Hosp, Dept Ultrasound, Hangzhou, Peoples R China Zhejiang Univ, Shaoxing Peoples Hosp, Dept Ultrasound, Shaoxing Hosp,Sch Med, Shaoxing, Peoples R China

Yao, Jincao
论文数: 0 引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Univ Chinese Acad Sci, Inst Basic Med & Canc IBMC, Dept Ultrasound,Zhejiang Canc Hosp,Canc Hosp, Hangzhou, Peoples R China
Zhejiang Prov Res Ctr Canc Intelligent Diag & Mol, Key Lab Head & Neck Canc Translat Res Zhejiang Pr, Hangzhou, Peoples R China Zhejiang Univ, Shaoxing Peoples Hosp, Dept Ultrasound, Shaoxing Hosp,Sch Med, Shaoxing, Peoples R China

Peng, Chanjuan
论文数: 0 引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Univ Chinese Acad Sci, Inst Basic Med & Canc IBMC, Dept Ultrasound,Zhejiang Canc Hosp,Canc Hosp, Hangzhou, Peoples R China
Zhejiang Prov Res Ctr Canc Intelligent Diag & Mol, Key Lab Head & Neck Canc Translat Res Zhejiang Pr, Hangzhou, Peoples R China Zhejiang Univ, Shaoxing Peoples Hosp, Dept Ultrasound, Shaoxing Hosp,Sch Med, Shaoxing, Peoples R China

Liu, Xiatian
论文数: 0 引用数: 0
h-index: 0
机构:
Zhejiang Univ, Shaoxing Peoples Hosp, Dept Ultrasound, Shaoxing Hosp,Sch Med, Shaoxing, Peoples R China Zhejiang Univ, Shaoxing Peoples Hosp, Dept Ultrasound, Shaoxing Hosp,Sch Med, Shaoxing, Peoples R China

Xu, Dong
论文数: 0 引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Univ Chinese Acad Sci, Inst Basic Med & Canc IBMC, Dept Ultrasound,Zhejiang Canc Hosp,Canc Hosp, Hangzhou, Peoples R China
Zhejiang Prov Res Ctr Canc Intelligent Diag & Mol, Key Lab Head & Neck Canc Translat Res Zhejiang Pr, Hangzhou, Peoples R China
Tongji Univ, Shanghai Peoples Hosp 10, Sch Med, Shanghai, Peoples R China Zhejiang Univ, Shaoxing Peoples Hosp, Dept Ultrasound, Shaoxing Hosp,Sch Med, Shaoxing, Peoples R China
机构:
[1] Zhejiang Univ, Shaoxing Peoples Hosp, Dept Ultrasound, Shaoxing Hosp,Sch Med, Shaoxing, Peoples R China
[2] Tongji Univ, Shanghai Peoples Hosp 10, Ultrasound Res & Educ Inst, Dept Med Ultrasound,Sch Med, Shanghai, Peoples R China
[3] Chinese Acad Sci, Univ Chinese Acad Sci, Inst Basic Med & Canc IBMC, Dept Ultrasound,Zhejiang Canc Hosp,Canc Hosp, Hangzhou, Peoples R China
[4] Zhejiang Prov Res Ctr Canc Intelligent Diag & Mol, Key Lab Head & Neck Canc Translat Res Zhejiang Pr, Hangzhou, Peoples R China
[5] Tongji Univ, Shanghai Peoples Hosp 10, Sch Med, Shanghai, Peoples R China
[6] Joint Serv Support Force 903 Hosp, Dept Ultrasound, Hangzhou, Peoples R China
基金:
中国国家自然科学基金;
关键词:
central lymph node metastasis;
computed tomography;
papillary thyroid carcinoma;
thyroid cancer;
ultrasound;
ULTRASONOGRAPHIC FEATURES;
RISK-FACTORS;
CANCER;
ASSOCIATION;
RECURRENCE;
DIAGNOSIS;
CN0;
ELASTOGRAPHY;
STRATEGY;
SURVIVAL;
D O I:
10.1002/jum.16024
中图分类号:
O42 [声学];
学科分类号:
070206 ;
082403 ;
摘要:
Objectives This study aimed to evaluate conventional ultrasound (US) combined with contrast-enhanced computed tomography (CT) of the neck to predict central lymph node metastasis (CLNM) in clinical lymph-negative patients with papillary thyroid carcinoma (PTC), establish a simple preoperative risk-scoring model, and validate its effectiveness in a two-center dataset. Methods A total of 423 patients with PTC preoperatively evaluated by US and contrast-enhanced CT were included in the modeling group, and 102 patients from two hospitals were enrolled in the validation group. Independent predictive factors were determined using multivariate logistic regression analysis. Diagnostic performance was evaluated using receiver operating characteristic curve analysis. Results The independent predictive factors for CLNM were age <= 45 years (odds ratio [OR[ = 3.950), nodule presence in the non-upper pole (OR = 2.385), nodule size >12.5 mm (OR = 2.130), Thyroid Imaging Reporting and Data System score >= 9 (OR = 2.857), normalized enhancement CT value >= 0.75 (OR = 3.132), central enhancement (OR = 0.222), and capsular invasion (OR = 3.478). The area under the curve (AUC) of the model was 0.790 (95% confidence interval [CI]: 0.747-0.834), and the sensitivity and specificity were 70.4% and 73.9%, respectively. The AUC in the validation group was 0.827 (95% CI: 0.747-0.907), and the sensitivity and specificity were 88.9% and 63.2%, respectively. Conclusions We found conventional US combined with contrast-enhanced CT of the neck to be useful in predicting CLNM preoperatively and established a simple risk-scoring model that might help surgeons with appropriate surgical plans and prognostic evaluation.
引用
收藏
页码:385 / 398
页数:14
相关论文
共 42 条
[31]
Preoperative Prediction of Cervical Lymph Node Metastasis in Papillary Thyroid Carcinoma via Conventional and Contrast-Enhanced Ultrasound
[J].
Tao, Lingling
;
Zhou, Wei
;
Zhan, Weiwei
;
Li, Weiwei
;
Wang, Yi
;
Fan, Jinfang
.
JOURNAL OF ULTRASOUND IN MEDICINE,
2020, 39 (10)
:2071-2080

Tao, Lingling
论文数: 0 引用数: 0
h-index: 0
机构:
Shanghai Jiao Tong Univ, Sch Med, Ruijin Hosp, Dept Ultrasound,Luwan Branch, Shanghai, Peoples R China Shanghai Jiao Tong Univ, Sch Med, Ruijin Hosp, Dept Ultrasound,Luwan Branch, Shanghai, Peoples R China

Zhou, Wei
论文数: 0 引用数: 0
h-index: 0
机构:
Shanghai Jiao Tong Univ, Ruijin Hosp, Sch Med, Dept Ultrasound, 197 Ruijin 2 Rd, Shanghai 200025, Peoples R China Shanghai Jiao Tong Univ, Sch Med, Ruijin Hosp, Dept Ultrasound,Luwan Branch, Shanghai, Peoples R China

Zhan, Weiwei
论文数: 0 引用数: 0
h-index: 0
机构:
Shanghai Jiao Tong Univ, Ruijin Hosp, Sch Med, Dept Ultrasound, 197 Ruijin 2 Rd, Shanghai 200025, Peoples R China Shanghai Jiao Tong Univ, Sch Med, Ruijin Hosp, Dept Ultrasound,Luwan Branch, Shanghai, Peoples R China

Li, Weiwei
论文数: 0 引用数: 0
h-index: 0
机构:
Shanghai Jiao Tong Univ, Sch Med, Ruijin Hosp, Dept Ultrasound,Luwan Branch, Shanghai, Peoples R China Shanghai Jiao Tong Univ, Sch Med, Ruijin Hosp, Dept Ultrasound,Luwan Branch, Shanghai, Peoples R China

Wang, Yi
论文数: 0 引用数: 0
h-index: 0
机构:
Shanghai Jiao Tong Univ, Sch Med, Ruijin Hosp, Dept Ultrasound,Luwan Branch, Shanghai, Peoples R China Shanghai Jiao Tong Univ, Sch Med, Ruijin Hosp, Dept Ultrasound,Luwan Branch, Shanghai, Peoples R China

Fan, Jinfang
论文数: 0 引用数: 0
h-index: 0
机构:
Shanghai Jiao Tong Univ, Sch Med, Ruijin Hosp, Dept Ultrasound,Luwan Branch, Shanghai, Peoples R China Shanghai Jiao Tong Univ, Sch Med, Ruijin Hosp, Dept Ultrasound,Luwan Branch, Shanghai, Peoples R China
[32]
The incidence of central neck micrometastatic disease in patients with papillary thyroid cancer staged preoperatively and intraoperatively as N0
[J].
Teixeira, Gilberto
;
Teixeira, Thiago
;
Gubert, Fernando
;
Chikota, Horacio
;
Tufano, Ralph
.
SURGERY,
2011, 150 (06)
:1161-1167

Teixeira, Gilberto
论文数: 0 引用数: 0
h-index: 0
机构:
Dept Oncol Surg Head & Neck Surg CEPON, Florianopolis, SC, Brazil
Johns Hopkins Med Inst, Dept Otolaryngol Head & Neck Surg, Baltimore, MD 21205 USA Dept Oncol Surg Head & Neck Surg CEPON, Florianopolis, SC, Brazil

Teixeira, Thiago
论文数: 0 引用数: 0
h-index: 0
机构:
UNISUL, Palhoca, SC, Brazil Dept Oncol Surg Head & Neck Surg CEPON, Florianopolis, SC, Brazil

Gubert, Fernando
论文数: 0 引用数: 0
h-index: 0
机构:
Casa de Saude Sao Sebastiao, Florianopolis, SC, Brazil Dept Oncol Surg Head & Neck Surg CEPON, Florianopolis, SC, Brazil

Chikota, Horacio
论文数: 0 引用数: 0
h-index: 0
机构:
Lab IMP, Florianopolis, SC, Brazil Dept Oncol Surg Head & Neck Surg CEPON, Florianopolis, SC, Brazil

Tufano, Ralph
论文数: 0 引用数: 0
h-index: 0
机构:
Johns Hopkins Med Inst, Dept Otolaryngol Head & Neck Surg, Baltimore, MD 21205 USA Dept Oncol Surg Head & Neck Surg CEPON, Florianopolis, SC, Brazil
[33]
Re: ACR Thyroid Imaging, Reporting and Data System (TI-RADS): White Paper of the ACR TI-RADS Committee
[J].
Tessler, Franklin N.
;
Middleton, William D.
;
Grant, Edward G.
;
Hoang, Jenny K.
.
JOURNAL OF THE AMERICAN COLLEGE OF RADIOLOGY,
2018, 15 (03)
:381-382

Tessler, Franklin N.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Alabama Birmingham, Dept Radiol, 619 S 19th St, Birmingham, AL 35249 USA Univ Alabama Birmingham, Dept Radiol, 619 S 19th St, Birmingham, AL 35249 USA

Middleton, William D.
论文数: 0 引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, St Louis, MO USA Univ Alabama Birmingham, Dept Radiol, 619 S 19th St, Birmingham, AL 35249 USA

Grant, Edward G.
论文数: 0 引用数: 0
h-index: 0
机构:
Keck Sch Med, Los Angeles, CA USA Univ Alabama Birmingham, Dept Radiol, 619 S 19th St, Birmingham, AL 35249 USA

Hoang, Jenny K.
论文数: 0 引用数: 0
h-index: 0
机构:
Duke Univ, Sch Med, Durham, NC USA Univ Alabama Birmingham, Dept Radiol, 619 S 19th St, Birmingham, AL 35249 USA
[34]
Computed Tomography and MR Imaging of Thyroid Disease
[J].
Traylor, Katie Suzanne
.
RADIOLOGIC CLINICS OF NORTH AMERICA,
2020, 58 (06)
:1059-+

Traylor, Katie Suzanne
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Pittsburgh, Neuroradiol Div, Dept Radiol, Med Ctr Presbyterian, 200 Lothrop St,South Tower,2nd Floor,Suite 200, Pittsburgh, PA 15213 USA Univ Pittsburgh, Neuroradiol Div, Dept Radiol, Med Ctr Presbyterian, 200 Lothrop St,South Tower,2nd Floor,Suite 200, Pittsburgh, PA 15213 USA
[35]
Updated American Joint Committee on Cancer/Tumor-Node-Metastasis Staging System for Differentiated and Anaplastic Thyroid Cancer (Eighth Edition): What Changed and Why?
[J].
Tuttle, R. Michael
;
Haugen, Bryan
;
Perrier, Nancy D.
.
THYROID,
2017, 27 (06)
:751-756

Tuttle, R. Michael
论文数: 0 引用数: 0
h-index: 0
机构:
Mem Sloan Kettering Canc Ctr, 1275 York Ave, New York, NY 10021 USA Mem Sloan Kettering Canc Ctr, 1275 York Ave, New York, NY 10021 USA

Haugen, Bryan
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Colorado, Sch Med, Aurora, CO USA Mem Sloan Kettering Canc Ctr, 1275 York Ave, New York, NY 10021 USA

Perrier, Nancy D.
论文数: 0 引用数: 0
h-index: 0
机构:
MD Anderson Canc Ctr, Houston, TX USA Mem Sloan Kettering Canc Ctr, 1275 York Ave, New York, NY 10021 USA
[36]
Lymph node metastasis from 259 papillary thyroid microcarcinomas - Frequency, pattern of occurrence and recurrence, and optimal strategy for neck dissection
[J].
Wada, N
;
Duh, QY
;
Sugino, K
;
Iwasaki, H
;
Kameyama, K
;
Mimura, T
;
Ito, K
;
Takami, H
;
Takanashi, Y
.
ANNALS OF SURGERY,
2003, 237 (03)
:399-407

Wada, N
论文数: 0 引用数: 0
h-index: 0
机构: Ito Hosp, Shibuya Ku, Tokyo 1508308, Japan

Duh, QY
论文数: 0 引用数: 0
h-index: 0
机构: Ito Hosp, Shibuya Ku, Tokyo 1508308, Japan

论文数: 引用数:
h-index:
机构:

Iwasaki, H
论文数: 0 引用数: 0
h-index: 0
机构: Ito Hosp, Shibuya Ku, Tokyo 1508308, Japan

Kameyama, K
论文数: 0 引用数: 0
h-index: 0
机构: Ito Hosp, Shibuya Ku, Tokyo 1508308, Japan

Mimura, T
论文数: 0 引用数: 0
h-index: 0
机构: Ito Hosp, Shibuya Ku, Tokyo 1508308, Japan

Ito, K
论文数: 0 引用数: 0
h-index: 0
机构: Ito Hosp, Shibuya Ku, Tokyo 1508308, Japan

Takami, H
论文数: 0 引用数: 0
h-index: 0
机构: Ito Hosp, Shibuya Ku, Tokyo 1508308, Japan

Takanashi, Y
论文数: 0 引用数: 0
h-index: 0
机构: Ito Hosp, Shibuya Ku, Tokyo 1508308, Japan
[37]
Thyroid cancer: incidence and mortality trends in China, 2005-2015
[J].
Wang, Junyi
;
Yu, Fangfang
;
Shang, Yanna
;
Ping, Zhiguang
;
Liu, Li
.
ENDOCRINE,
2020, 68 (01)
:163-173

Wang, Junyi
论文数: 0 引用数: 0
h-index: 0
机构:
Zhengzhou Univ, Coll Publ Hlth, Zhengzhou, Henan, Peoples R China Zhengzhou Univ, Coll Publ Hlth, Zhengzhou, Henan, Peoples R China

Yu, Fangfang
论文数: 0 引用数: 0
h-index: 0
机构:
Zhengzhou Univ, Coll Publ Hlth, Zhengzhou, Henan, Peoples R China Zhengzhou Univ, Coll Publ Hlth, Zhengzhou, Henan, Peoples R China

Shang, Yanna
论文数: 0 引用数: 0
h-index: 0
机构:
Zhengzhou Univ, Coll Publ Hlth, Zhengzhou, Henan, Peoples R China Zhengzhou Univ, Coll Publ Hlth, Zhengzhou, Henan, Peoples R China

Ping, Zhiguang
论文数: 0 引用数: 0
h-index: 0
机构:
Zhengzhou Univ, Coll Publ Hlth, Zhengzhou, Henan, Peoples R China Zhengzhou Univ, Coll Publ Hlth, Zhengzhou, Henan, Peoples R China

Liu, Li
论文数: 0 引用数: 0
h-index: 0
机构:
Zhengzhou Univ, Sch Basic Med Sci, Zhengzhou, Henan, Peoples R China Zhengzhou Univ, Coll Publ Hlth, Zhengzhou, Henan, Peoples R China
[38]
Quantitative evaluation of primary retinitis pigmentosa patients using colour Doppler flow imaging and optical coherence tomography angiography
[J].
Wang, Xiao-Na
;
Zhao, Qi
;
Li, Dong-Jun
;
Wang, Zi-Yang
;
Chen, Wei
;
Li, Yi-Feng
;
Cui, Rui
;
Shen, Lin
;
Wang, Ruikang K.
;
Peng, Xiao-Yan
;
Yang, Wen-Li
.
ACTA OPHTHALMOLOGICA,
2019, 97 (07)
:E993-E997

Wang, Xiao-Na
论文数: 0 引用数: 0
h-index: 0
机构:
Peking Univ, Hosp 3, Beijing Key Lab Restorat Damage Ocular Nerve, Dept Ophthalmol, Beijing, Peoples R China Peking Univ, Hosp 3, Beijing Key Lab Restorat Damage Ocular Nerve, Dept Ophthalmol, Beijing, Peoples R China

Zhao, Qi
论文数: 0 引用数: 0
h-index: 0
机构:
Capital Med Univ, Beijing Tongren Hosp, Beijing Key Lab Ophthalmol & Visual Sci, Dept Ophthalmol,Beijing Tongren Eye Ctr, Beijing, Peoples R China Peking Univ, Hosp 3, Beijing Key Lab Restorat Damage Ocular Nerve, Dept Ophthalmol, Beijing, Peoples R China

Li, Dong-Jun
论文数: 0 引用数: 0
h-index: 0
机构:
Capital Med Univ, Beijing Tongren Hosp, Beijing Key Lab Ophthalmol & Visual Sci, Dept Ophthalmol,Beijing Tongren Eye Ctr, Beijing, Peoples R China Peking Univ, Hosp 3, Beijing Key Lab Restorat Damage Ocular Nerve, Dept Ophthalmol, Beijing, Peoples R China

Wang, Zi-Yang
论文数: 0 引用数: 0
h-index: 0
机构:
Capital Med Univ, Beijing Tongren Hosp, Beijing Key Lab Ophthalmol & Visual Sci, Dept Ophthalmol,Beijing Tongren Eye Ctr, Beijing, Peoples R China Peking Univ, Hosp 3, Beijing Key Lab Restorat Damage Ocular Nerve, Dept Ophthalmol, Beijing, Peoples R China

Chen, Wei
论文数: 0 引用数: 0
h-index: 0
机构:
Capital Med Univ, Beijing Tongren Hosp, Beijing Key Lab Ophthalmol & Visual Sci, Dept Ophthalmol,Beijing Tongren Eye Ctr, Beijing, Peoples R China Peking Univ, Hosp 3, Beijing Key Lab Restorat Damage Ocular Nerve, Dept Ophthalmol, Beijing, Peoples R China

Li, Yi-Feng
论文数: 0 引用数: 0
h-index: 0
机构:
Capital Med Univ, Beijing Tongren Hosp, Beijing Key Lab Ophthalmol & Visual Sci, Dept Ophthalmol,Beijing Tongren Eye Ctr, Beijing, Peoples R China Peking Univ, Hosp 3, Beijing Key Lab Restorat Damage Ocular Nerve, Dept Ophthalmol, Beijing, Peoples R China

Cui, Rui
论文数: 0 引用数: 0
h-index: 0
机构:
Capital Med Univ, Beijing Tongren Hosp, Beijing Key Lab Ophthalmol & Visual Sci, Dept Ophthalmol,Beijing Tongren Eye Ctr, Beijing, Peoples R China Peking Univ, Hosp 3, Beijing Key Lab Restorat Damage Ocular Nerve, Dept Ophthalmol, Beijing, Peoples R China

Shen, Lin
论文数: 0 引用数: 0
h-index: 0
机构:
Capital Med Univ, Beijing Tongren Hosp, Beijing Key Lab Ophthalmol & Visual Sci, Dept Ophthalmol,Beijing Tongren Eye Ctr, Beijing, Peoples R China Peking Univ, Hosp 3, Beijing Key Lab Restorat Damage Ocular Nerve, Dept Ophthalmol, Beijing, Peoples R China

Wang, Ruikang K.
论文数: 0 引用数: 0
h-index: 0
机构:
Capital Med Univ, Beijing Tongren Hosp, Beijing Tongren Eye Ctr, Beijing Inst Ophthalmol, Beijing, Peoples R China
Univ Washington, Dept Bioengn, Seattle, WA 98195 USA Peking Univ, Hosp 3, Beijing Key Lab Restorat Damage Ocular Nerve, Dept Ophthalmol, Beijing, Peoples R China

Peng, Xiao-Yan
论文数: 0 引用数: 0
h-index: 0
机构:
Capital Med Univ, Beijing Tongren Hosp, Beijing Tongren Eye Ctr, Beijing Inst Ophthalmol, Beijing, Peoples R China Peking Univ, Hosp 3, Beijing Key Lab Restorat Damage Ocular Nerve, Dept Ophthalmol, Beijing, Peoples R China

Yang, Wen-Li
论文数: 0 引用数: 0
h-index: 0
机构:
Capital Med Univ, Beijing Tongren Hosp, Beijing Key Lab Ophthalmol & Visual Sci, Dept Ophthalmol,Beijing Tongren Eye Ctr, Beijing, Peoples R China Peking Univ, Hosp 3, Beijing Key Lab Restorat Damage Ocular Nerve, Dept Ophthalmol, Beijing, Peoples R China
[39]
Prediction of cervical lymph node metastasis in patients with papillary thyroid cancer using combined conventional ultrasound, strain elastography, and acoustic radiation force impulse (ARFI) elastography
[J].
Xu, Jun-Mei
;
Xu, Xiao-Hong
;
Xu, Hui-Xiong
;
Zhang, Yi-Feng
;
Guo, Le-Hang
;
Liu, Lin-Na
;
Liu, Chang
;
Bo, Xiao-Wan
;
Qu, Shen
;
Xing, Mingzhao
;
Li, Xiao-Long
.
EUROPEAN RADIOLOGY,
2016, 26 (08)
:2611-2622

Xu, Jun-Mei
论文数: 0 引用数: 0
h-index: 0
机构:
Tongji Univ, Sch Med, Dept Med Ultrasound, Shanghai Peoples Hosp 10,Ultrasound Res & Educ In, Shanghai 200072, Peoples R China
Tongji Univ, Thyroid Inst, Sch Med, Shanghai 200072, Peoples R China Tongji Univ, Sch Med, Dept Med Ultrasound, Shanghai Peoples Hosp 10,Ultrasound Res & Educ In, Shanghai 200072, Peoples R China

Xu, Xiao-Hong
论文数: 0 引用数: 0
h-index: 0
机构:
Guangdong Med Coll, Dept Ultrasound, Affiliated Hosp, Shanghai 524001, Peoples R China Tongji Univ, Sch Med, Dept Med Ultrasound, Shanghai Peoples Hosp 10,Ultrasound Res & Educ In, Shanghai 200072, Peoples R China

Xu, Hui-Xiong
论文数: 0 引用数: 0
h-index: 0
机构:
Tongji Univ, Sch Med, Dept Med Ultrasound, Shanghai Peoples Hosp 10,Ultrasound Res & Educ In, Shanghai 200072, Peoples R China
Tongji Univ, Thyroid Inst, Sch Med, Shanghai 200072, Peoples R China
Guangdong Med Coll, Dept Ultrasound, Affiliated Hosp, Shanghai 524001, Peoples R China
Tongji Univ, Sch Med, Dept Med Ultrasound, Shanghai Peoples Hosp 10, 301 Yanchangzhong Rd, Shanghai 200072, Peoples R China Tongji Univ, Sch Med, Dept Med Ultrasound, Shanghai Peoples Hosp 10,Ultrasound Res & Educ In, Shanghai 200072, Peoples R China

Zhang, Yi-Feng
论文数: 0 引用数: 0
h-index: 0
机构:
Tongji Univ, Sch Med, Dept Med Ultrasound, Shanghai Peoples Hosp 10,Ultrasound Res & Educ In, Shanghai 200072, Peoples R China
Tongji Univ, Thyroid Inst, Sch Med, Shanghai 200072, Peoples R China Tongji Univ, Sch Med, Dept Med Ultrasound, Shanghai Peoples Hosp 10,Ultrasound Res & Educ In, Shanghai 200072, Peoples R China

Guo, Le-Hang
论文数: 0 引用数: 0
h-index: 0
机构:
Tongji Univ, Sch Med, Dept Med Ultrasound, Shanghai Peoples Hosp 10,Ultrasound Res & Educ In, Shanghai 200072, Peoples R China
Tongji Univ, Thyroid Inst, Sch Med, Shanghai 200072, Peoples R China Tongji Univ, Sch Med, Dept Med Ultrasound, Shanghai Peoples Hosp 10,Ultrasound Res & Educ In, Shanghai 200072, Peoples R China

Liu, Lin-Na
论文数: 0 引用数: 0
h-index: 0
机构:
Tongji Univ, Sch Med, Dept Med Ultrasound, Shanghai Peoples Hosp 10,Ultrasound Res & Educ In, Shanghai 200072, Peoples R China
Tongji Univ, Thyroid Inst, Sch Med, Shanghai 200072, Peoples R China Tongji Univ, Sch Med, Dept Med Ultrasound, Shanghai Peoples Hosp 10,Ultrasound Res & Educ In, Shanghai 200072, Peoples R China

Liu, Chang
论文数: 0 引用数: 0
h-index: 0
机构:
Tongji Univ, Sch Med, Dept Med Ultrasound, Shanghai Peoples Hosp 10,Ultrasound Res & Educ In, Shanghai 200072, Peoples R China
Tongji Univ, Thyroid Inst, Sch Med, Shanghai 200072, Peoples R China Tongji Univ, Sch Med, Dept Med Ultrasound, Shanghai Peoples Hosp 10,Ultrasound Res & Educ In, Shanghai 200072, Peoples R China

Bo, Xiao-Wan
论文数: 0 引用数: 0
h-index: 0
机构:
Tongji Univ, Sch Med, Dept Med Ultrasound, Shanghai Peoples Hosp 10,Ultrasound Res & Educ In, Shanghai 200072, Peoples R China
Tongji Univ, Thyroid Inst, Sch Med, Shanghai 200072, Peoples R China Tongji Univ, Sch Med, Dept Med Ultrasound, Shanghai Peoples Hosp 10,Ultrasound Res & Educ In, Shanghai 200072, Peoples R China

Qu, Shen
论文数: 0 引用数: 0
h-index: 0
机构:
Tongji Univ, Thyroid Inst, Sch Med, Shanghai 200072, Peoples R China
Tongji Univ, Sch Med, Dept Endocrinol & Metab, Shanghai Peoples Hosp 10, Shanghai 200072, Peoples R China Tongji Univ, Sch Med, Dept Med Ultrasound, Shanghai Peoples Hosp 10,Ultrasound Res & Educ In, Shanghai 200072, Peoples R China

Xing, Mingzhao
论文数: 0 引用数: 0
h-index: 0
机构:
Tongji Univ, Thyroid Inst, Sch Med, Shanghai 200072, Peoples R China
Johns Hopkins Univ, Sch Med, Dept Endocrinol Diabet & Metab, Baltimore, MD 21287 USA Tongji Univ, Sch Med, Dept Med Ultrasound, Shanghai Peoples Hosp 10,Ultrasound Res & Educ In, Shanghai 200072, Peoples R China

Li, Xiao-Long
论文数: 0 引用数: 0
h-index: 0
机构:
Tongji Univ, Sch Med, Dept Med Ultrasound, Shanghai Peoples Hosp 10,Ultrasound Res & Educ In, Shanghai 200072, Peoples R China
Tongji Univ, Thyroid Inst, Sch Med, Shanghai 200072, Peoples R China Tongji Univ, Sch Med, Dept Med Ultrasound, Shanghai Peoples Hosp 10,Ultrasound Res & Educ In, Shanghai 200072, Peoples R China
[40]
Artificial intelligence to predict the BRAFV600E mutation in patients with thyroid cancer
[J].
Yoon, Jiyoung
;
Lee, Eunjung
;
Koo, Ja Seung
;
Yoon, Jung Hyun
;
Nam, Kee-Hyun
;
Lee, Jandee
;
Jo, Young Suk
;
Moon, Hee Jung
;
Park, Vivian Youngjean
;
Kwak, Jin Young
.
PLOS ONE,
2020, 15 (11)

论文数: 引用数:
h-index:
机构:

Lee, Eunjung
论文数: 0 引用数: 0
h-index: 0
机构:
Yonsei Univ, Dept Computat Sci & Engn, Seoul, South Korea Yonsei Univ, Severance Hosp, Coll Med, Dept Radiol,Res Inst Radiol Sci, Seoul, South Korea

Koo, Ja Seung
论文数: 0 引用数: 0
h-index: 0
机构:
Yonsei Univ, Severance Hosp, Dept Pathol, Coll Med, Seoul, South Korea Yonsei Univ, Severance Hosp, Coll Med, Dept Radiol,Res Inst Radiol Sci, Seoul, South Korea

论文数: 引用数:
h-index:
机构:

Nam, Kee-Hyun
论文数: 0 引用数: 0
h-index: 0
机构:
Yonsei Univ, Severance Hosp, Dept Surg, Coll Med, Seoul, South Korea Yonsei Univ, Severance Hosp, Coll Med, Dept Radiol,Res Inst Radiol Sci, Seoul, South Korea

Lee, Jandee
论文数: 0 引用数: 0
h-index: 0
机构:
Yonsei Univ, Severance Hosp, Dept Surg, Coll Med, Seoul, South Korea Yonsei Univ, Severance Hosp, Coll Med, Dept Radiol,Res Inst Radiol Sci, Seoul, South Korea

Jo, Young Suk
论文数: 0 引用数: 0
h-index: 0
机构:
Yonsei Univ, Severance Hosp, Dept Internal Med, Coll Med, Seoul, South Korea Yonsei Univ, Severance Hosp, Coll Med, Dept Radiol,Res Inst Radiol Sci, Seoul, South Korea

论文数: 引用数:
h-index:
机构:

Park, Vivian Youngjean
论文数: 0 引用数: 0
h-index: 0
机构:
Yonsei Univ, Severance Hosp, Coll Med, Dept Radiol,Res Inst Radiol Sci, Seoul, South Korea Yonsei Univ, Severance Hosp, Coll Med, Dept Radiol,Res Inst Radiol Sci, Seoul, South Korea

论文数: 引用数:
h-index:
机构: