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Zi‐Xin Zhai

Shanxi Medical University · CN
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Area of research
Endocrinology, Diabetes and Metabolism · Pulmonary and Respiratory Medicine
Research interest
Research topics from publications: An improved method for thyroid nodule ultrasound image segmentation based on U2‐Net; Characterization of thyroid metastasis from clear cell renal cell carcinoma on ultrasonography: a report of three cases and literature review. Representative work: Abstract To achieve accurate segmentation of thyroid nodule ultrasound images, obtain information on the physiological parameters of the lesion area and guide the clinical formulation of individualized treatment plan, an improved network based on the U 2 ‐Net model is proposed in this paper. Thyroid images of 264 patients and 215 healthy volunteers at the First Hospital of Shanxi Medical University from February 2016 to June 2022 are studied, and the digital database thyroid image (DDTI) data set is proposed for data expansion. The experimental results show that the Dice coefficient on the test set was 80.58%, and the mean intersection over union was 81.21%. The improved U 2 ‐Net model has t Introduction: Thyroid metastasis from clear cell renal cell carcinoma (ccRCC) is relatively rare, so ultrasound doctors lack experience with the disease, which can easily lead to misdiagnosis. We describe three cases of thyroid metastasis from ccRCC detected 12, 8, and 7 years after nephrectomy. Case presentation: The first patient, a 78-year-old woman, was admitted to our institution for hoarseness and progressive dyspnea. Ultrasonography revealed bilateral thyroid nodules and abnormal cervical lymph nodes. Fine-needle aspiration biopsy (FNAB) and core needle biopsy (CNB) of the thyroid was nondiagnostic. The other two patients, a 54-year-old man and a 65-year-old man, were admitted to our
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Recent publications

An improved method for thyroid nodule ultrasound image segmentation based on <scp>U<sup>2</sup>‐Net</scp>
International Journal of Imaging Systems and Technology 2023cited by 4position: middledoi
Characterization of thyroid metastasis from clear cell renal cell carcinoma on ultrasonography: a report of three cases and literature review
European Thyroid Journal 2023cited by 3position: middledoi

Grants

No grants ingested yet.

Frequent collaborators

Liping Liu · Shandong University of Technology2 papers (2023–2023)Qiong Liu · Shanxi Medical University2 papers (2023–2023)Juan Chen · Centre for Drug Research and Development1 papers (2023–2023)Qianqian Shen · Suizhou Central Hospital1 papers (2023–2023)Sijie Yuan · Shanxi Medical University1 papers (2023–2023)Xiaohui Yan · Shanxi Medical University1 papers (2023–2023)Wenwen Fan · Shanxi Medical University1 papers (2023–2023)
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