/

/

基于Swin变压器的超声图像甲状腺结节检测模型

Journal JoVE
Médecine

Un abonnement à JoVE est nécessaire pour voir ce contenu. Connectez-vous ou commencez votre essai gratuit.

Journal JoVE Médecine

A Swin Transformer-Based Model for Thyroid Nodule Detection in Ultrasound Images

Please note that all translations are automatically generated. Click here for the English version.

基于Swin变压器的超声图像甲状腺结节检测模型

DOI:

10.3791/64480-v

•

04:23 min

•

April 21, 2023

•

Ye Tian, Jingqiang Zhu, Lei Zhang, Lichao Mou, Xiaoxiang Zhu, Yilei Shi, Buyun Ma, Wanjun Zhao

¹Department of Ultrasonography,West China Hospital of Sichuan University, ²Department of Thyroid Surgery,West China Hospital of Sichuan University, ³MedAI Technology (Wuxi) Co. Ltd.

Chapitres

00:05Introduction
00:44Environment Setup
01:44Training the Swin Faster R-CNN
02:25Performing Thyroid Nodule Detection on New Images
03:18Results: Thyroid Nodule Detection in US Images
03:55Conclusion

Summary

Traduction automatique

该文提出一种超声图像甲状腺结节检测新模型，以Swin变压器为骨干进行远程上下文建模。实验证明，它在灵敏度和准确性方面表现良好。

Tags

Thyroid Nodule Detection Ultrasound Images Swin Transformer Nodule Detection Network PyTorch Miniconda MM Detection SwinFasterRCNN FasterRCNN YOLOv3 SSD RetinaNet DETR NMS Post-processing

Article

Embed

AJOUTER À LA PLAYLIST

Usage Statistics

Vidéos Connexes

癌症治疗监测的切伦科夫发光成像（CLI）

甲状腺未分化癌的原位小鼠模型

胸骨后甲状腺活检使用支气管内超声引导下经支气管针吸

猪手术模型对甲状腺手术的手术内神经监测

电磁导航经胸结节定位用于微创胸外科手术

聚丙烯酸/纳米水的气管内灌注积液模型

用于甲状腺手术术前评估的个性化3D打印模型

Ultrasonographic Evaluation of Salivary Glands for Sjogren's Syndrome: Diagnostic and Monitoring Insights

A Suture Technique for Ruptured Annulus Fibrosus Following Decompression Under Percutaneous Transforaminal Endoscopic Discectomy

与彩色多普勒映射相结合的同步三平面重建，可精确快速定位甲状腺病变

Read Article