Deep learning to predict cervical lymph node metastasis from intraoperative frozen section of tumour in papillary thyroid carcinoma: a multicentre diagnostic studyResearch in context

Deep learning to predict cervical lymph node metastasis from intraoperative frozen section of tumour in papillary thyroid carcinoma: a multicentre diagnostic studyResearch in context

Summary: Background: Lymph node metastasis (LNM) assessment in patients with papillary thyroid carcinoma (PTC) is of great value. This study aimed to develop a deep learning model applied to intraoperative frozen section for prediction of LNM in PTC patients. Methods: We established a deep-learning...

Full description

Bibliographic Details
Main Authors:	Yihao Liu, Fenghua Lai, Bo Lin, Yunquan Gu, Lili Chen, Gang Chen, Han Xiao, Shuli Luo, Yuyan Pang, Dandan Xiong, Bin Li, Sui Peng, Weiming Lv, Erik K. Alexander, Haipeng Xiao
Format:	Article
Language:	English
Published:	Elsevier 2023-06-01
Series:	EClinicalMedicine
Subjects:	Deep learning Lymph node metastasis Intraoperative frozen section Papillary thyroid carcinoma
Online Access:	http://www.sciencedirect.com/science/article/pii/S2589537023001840

Similar Items

Validation and implementation of Aperio LV1 remote live view telepathology system for intraoperative frozen section diagnosis
by: Timothy Carll, et al.
Published: (2023-01-01)

Intraoperative Frozen Section in Uropathology: When and How?
by: Yelda Dere
Published: (2017-09-01)

Intraoperative Diagnosis of Neoplastic Lesions by Imprint Cytology and Frozen Section with Histopathological Correlation
by: Saroj Deoghare, et al.
Published: (2023-01-01)

Comparative Study between Intraoperative Ultrasound and Frozen Section in the Assessment of Margins in Conservative Breast Surgery
by: Ahmed Nagy, et al.
Published: (2023-09-01)

Preoperative and intraoperative predictive methods in evaluation of central lymph node metastasis for papillary thyroid microcarcinoma
by: Ya-jun Wang, et al.
Published: (2023-10-01)

Strategies of Individual Surgical Treatment for Early Stage Non-small Cell Lung Cancer and the Guidance of Intraoperative Frozen Pathology
by: Bin HU, et al.
Published: (2016-06-01)

Improved Rate of Negative Margins for Inflammatory Breast Cancer Using Intraoperative Frozen Section Analysis
by: Joshua Kong, et al.
Published: (2023-09-01)

Intraoperative cytology of ovarian neoplasms with an attempt to grade epithelial tumors
by: Sangita Bohara, et al.
Published: (2018-01-01)

Diagnostic accuracy of intraoperative frozen section for margin evaluation of oral cavity squamous cell carcinoma
by: Javaria P. Ali, et al.
Published: (2024-02-01)

Study of intraoperative squash cytology and frozen section diagnosis of central nervous system lesions with histopathological correlation
by: Praneeth Kadiyala, et al.
Published: (2022-01-01)

Diagnostic effectiveness of intraoperative express histological examination as a tool to take decisions on the extent of surgery for papillary thyroid cancer
by: O.A. Tovkai, et al.
Published: (2023-06-01)

Case report: Intraoperative frozen section analysis of Thyroid paraganglioma
by: Huanyu Zhao, et al.
Published: (2022-11-01)

Concordance of Frozen Section Diagnosis of Epithelial Ovarian Neoplasm and Discussing the Diagnostic Pitfalls: An Institutional Experience
by: Jagannath D. Sharma, et al.
Published: (2023-04-01)

Implementation of a software application for presurgical case history review of frozen section pathology cases
by: Andrew P Norgan, et al.
Published: (2017-01-01)

Intraoperative intact parathyroid hormone monitoring and frozen section diagnosis are essential for successful parathyroidectomy in secondary hyperparathyroidism
by: Takahisa Hiramitsu, et al.
Published: (2022-11-01)

It is not the time to abandon intraoperative frozen section in endometrioid adenocarcinoma: A large‐scale, multi‐center, and retrospective study
by: Xiaohang Yang, et al.
Published: (2023-04-01)

An Audit of Diagnostic Disparity between Intraoperative Frozen Section Diagnosis and Final Histopathological Diagnosis of Central Nervous System Lesions at a Tertiary Care Center
by: Meghna Yadav, et al.
Published: (2022-12-01)

Clinical Efficacy of Intraoperative Ultrasound for Prophylactic Lymphadenectomy of the Lateral Cervical Neck in Stage CN0 Papillary Thyroid Cancer: A Prospective Study
by: Yi Shen, et al.
Published: (2023-12-01)

Comparative diagnostic accuracy of frozen sections and scrape cytology in ovarian neoplasms
by: Swati Bhardwaj, et al.
Published: (2019-01-01)

Diagnostic efficacy of intraoperative histopathological examination of lesions with unknown diagnosis suspicious for malignancy
by: Tevfik İlker Akçam, et al.
Published: (2023-12-01)

Utility of intraoperative pathology consultations of whipple resection specimens and their impact on final margin status
by: Niloofar Sina, et al.
Published: (2023-09-01)

The accuracy of intraoperative frozen section analysis of sentinel lymph nodes in patients with breast cancer
by: Zafer Kilbas, et al.
Published: (2015-12-01)

Handbook of frozen food packaging and processing /
by: Sun, Da-Wen
Published: (2006)

Intraoperative Consultations of Central Nervous System Tumors: A Review for Practicing Pathologists and Testing of an Algorithmic Approach
by: Emel ÇAKIR,, et al.
Published: (2019-09-01)

Advantages of Using 3D Intraoperative Ultrasound and Intraoperative MRI in Glioma Surgery
by: Yuanzheng Hou, et al.
Published: (2022-06-01)

Does Preoperative Diagnosis of Endometrial Hyperplasia Necessitate Intraoperative Frozen Section Consultation?
by: Gokhan Boyraz, et al.
Published: (2016-12-01)

Intraoperative Radiation Therapy
by: R. R. Dobelbower
Published: (2023-08-01)

Appraisal of Intraoperative Adverse Events to Improve Postoperative Care
by: Larsa Gawria, et al.
Published: (2023-03-01)

Frozen food science and technology /
by: Evans, Judith A. (Judith Anne), 1962-
Published: (2008)

Fresh, chilled and frozen poultry
by: 982 SIRIM

Measuring flow velocity on frozen and non-frozen slopes of black soil through leading edge method
by: Chao Chen, et al.
Published: (2017-09-01)

Diagnostic Discrepancies Between Intraoperative Frozen Section and Permanent Histopathological Diagnosis of Brain Tumors
by: Maher KURDI, et al.
Published: (2022-01-01)

Validation of remote digital frozen sections for cancer and transplant intraoperative services
by: Luca Cima, et al.
Published: (2018-01-01)

Gabapentin and intraoperative hypotension
by: J. H. Patrick, et al.
Published: (2021-07-01)

Mechanisms of recurrent laryngeal nerve injury in endoscopic thyroidectomy for papillary thyroid carcinoma: A large data from China
by: Wei Xu, et al.
Published: (2023-04-01)

Evaluation of Accuracy of Intraoperative Frozen Section and Imprint Cytology in Gynecological Neoplasms—A Descriptive Cross-Sectional Study of 50 Cases in Tertiary Care Center
by: Ayushi Kediya, et al.
Published: (2023-12-01)

Intraoperative echocardiography /
by: Oxorn, Donald C.
Published: (c201)

Should central lymph node dissection be considered for all papillary thyroid microcarcinoma?
by: Young Woo Chang, et al.
Published: (2016-10-01)

Synchronous mixed medullary‐papillary carcinoma and papillary multifocal carcinoma of the thyroid with cervical lymph node metastases
by: Raquel Lalanda, et al.
Published: (2023-06-01)

Clear-Cell Mesothelioma of Uterine Corpus: Diagnostic Challenges in Intraoperative Frozen Sections
by: Tip Pongsuvareeyakul, et al.
Published: (2023-03-01)