Comprehensive Benchmark Dataset for Pathological Lymph Node Metastasis in Breast Cancer Sections

Comprehensive Benchmark Dataset for Pathological Lymph Node Metastasis in Breast Cancer Sections

Abstract Advances in optical microscopy scanning have significantly contributed to computational pathology (CPath) by converting traditional histopathological slides into whole slide images (WSIs). This development enables comprehensive digital reviews by pathologists and accelerates AI-driven diagn...

Full description

Saved in:

Bibliographic Details
Main Authors:	Xitong Ling, Yuanyuan Lei, Jiawen Li, Junru Cheng, Wenting Huang, Tian Guan, Jian Guan, Yonghong He
Format:	Article
Language:	English
Published:	Nature Portfolio 2025-08-01
Series:	Scientific Data
Online Access:	https://doi.org/10.1038/s41597-025-05586-5
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Breast Axillary Lymph Node Metastasis
by: Luciane R. Cavalli, et al.
Published: (2011-01-01)

LIMCH1 protein expression associated with lymph node metastasis in breast cancer
by: V. V. Alifanov, et al.
Published: (2023-02-01)

Corrigendum to “Computational methods for metastasis detection in lymph nodes and characterization of the metastasis-free lymph node microarchitecture: A systematic-narrative hybrid review”. Journal of Pathology Informatics 15(2024) 100367
by: Elzbieta Budginaite, et al.
Published: (2025-08-01)

Transformer optimization with meta learning on pathology images for breast cancer lymph node micrometastasis
by: Jing Huang, et al.
Published: (2025-07-01)

Prognosticating axillary lymph node metastasis in breast cancer through integrated photoacoustic imaging, ultrasound, and clinical parameters
by: Zhibin Huang, et al.
Published: (2025-07-01)

Morphological predictors of lymph node metastasis in early gastric cancer
by: Halil Alper Bozkurt, et al.
Published: (2025-07-01)

Diagnostic performance of node-RADS classification for primary lymph node assessment in rectal cancer: a modality benchmarking study
by: Li Jiang, et al.
Published: (2025-04-01)

Nomogram prediction model for lymph node metastasis after neoadjuvant chemoradiotherapy in rectal cancer
by: CAO Chenliang*，WANG Ling，SHI Haihua
Published: (2025-07-01)

Body mass index is not associated with lymph node metastasis, infection, and seroma after sentinel lymph node biopsy in cutaneous melanoma
by: Nessr Abu Rached, MD, et al.
Published: (2025-08-01)

Lymph Node Metastasis for pN+ Superficial Esophageal Squamous Cell Carcinoma
by: Yafan Yang, et al.
Published: (2025-01-01)

Utility of Axillary Reverse Mapping (ARM) and Incidence of Metastasis in Arm Draining Lymph Nodes in Patients with Breast Cancer
by: Pramit Kumar, et al.
Published: (2022-03-01)

Prediction of axillary lymph node metastasis in triple negative breast cancer using MRI radiomics and clinical features
by: Yunyun Shen, et al.
Published: (2025-07-01)

EGFR EXPRESSION IN RECTAL CANCER, RELATION TO THE FREAQUENCY OF LYMPH NODE METASTASIS
by: I. V. Stepanov, et al.
Published: (2017-06-01)

Clinical and molecular characterizations of HNSCC patients with occult lymph node metastasis
by: Yicun Li, et al.
Published: (2025-07-01)

A RARE CASE OF THYROID CANCER METASTASIS TO PARAPHARYNGEAL LYMPH NODES
by: V. Zh. Brzhezovsky, et al.
Published: (2015-04-01)

PREDICTION OF RISK FACTORS OF LATERAL LYMPH NODE METASTASIS IN RECTAL CANCER
by: A. A. Zakharenko, et al.
Published: (2015-08-01)

A very large Marjolin′s ulcer on back without lymph node metastasis
by: Hemant A. Saraiya
Published: (2013-01-01)

Carbon nanoparticle-labeled sentinel lymph-node mapping for metastasis in cervical cancer
by: Na Guo, et al.
Published: (2025-05-01)

Microbiome characteristics associated with lymph node metastasis in laryngeal squamous cell carcinoma
by: Fangxu Yan, et al.
Published: (2025-08-01)

Evaluation of central compartment lymph nodes in well differentiated thyroid malignancies for metastasis
by: Kouser Mohammadi, et al.
Published: (2013-12-01)

Machine learning prediction model for lateral lymph node metastasis in rectal cancer
by: Longchun Dong, et al.
Published: (2025-06-01)

Breast Imaging: Correlation Between Axillary Lymph Nodes Apparent Diffusion Coefficient and Pathological Lymphovascular Invasion in Patients With Invasive Breast Cancer
by: Ahmad M. Mounir, et al.
Published: (2025-04-01)

Lymph nodes molecular subtypes unravel lymph nodes heterogeneity and clinical implications in colorectal cancer
by: Xu Guan, et al.
Published: (2025-08-01)

Prediction of lymph node metastasis in lung adenocarcinoma using a PET/CT radiomics-based ensemble learning model and its pathological basis
by: Shulin Li, et al.
Published: (2025-08-01)

Correlation between clinical and pathological nodal status in hepatocellular carcinoma: identifying risk factors for lymph node metastasis via the national cancer database
by: Huisong Lee, et al.
Published: (2025-08-01)

A non-invasive preoperative model for predicting sentinel lymph node metastasis in breast cancer using clinical data and MRI
by: Yunqing Yang, et al.
Published: (2025-08-01)

Contrast-enhanced ultrasound radiomics model for predicting axillary lymph node metastasis and prognosis in breast cancer: a multicenter study
by: Shi Yu Li, et al.
Published: (2025-08-01)

The role of infraclavicular and supraclavicular lymph nodes in breast cancer patients receiving neoadjuvant chemotherapy: implications for regional lymph node classification
by: Yanyu Chen, et al.
Published: (2025-08-01)

Preoperative identification of the risk factors of cervical lymph node metastasis in medullary thyroid carcinoma
by: Yitong Wang, et al.
Published: (2025-08-01)

Risk factors and prognostic analysis of endometrial cancer with para-aortic lymph node metastasis
by: Feng Cheng, et al.
Published: (2025-07-01)

Construction of a predictive model for cervical lymph node metastasis in papillary thyroid carcinoma
by: YanHong Hao, et al.
Published: (2025-05-01)

Research progress in the diagnostic methods of lateral lymph node metastasis in low rectal cancer
by: Zhou Zijian, et al.
Published: (2023-02-01)

PDE5 Overexpression in Well-Differentiated Thyroid Carcinomas Is Associated with Lymph Node Metastasis
by: Ning Zhang, et al.
Published: (2017-01-01)

Characteristics and prognosis of skip lymph node metastasis in gastric cancer: a retrospective study
by: Kuang-Hua Lo, et al.
Published: (2025-07-01)

Ultrasound-based radiomics combined with B3GALT4 level to predict sentinel lymph node metastasis in primary breast cancer
by: Yongliang Sha, et al.
Published: (2025-07-01)

PIBF1 expression and survival outcome in TNBC and Non-TNBC breast cancer patients with lymph node metastasis who undertaken chemotherapy
by: Eunju Shin, et al.
Published: (2025-08-01)

Establishment of an interpretable MRI radiomics-based machine learning model capable of predicting axillary lymph node metastasis in invasive breast cancer
by: Dingyi Zhang, et al.
Published: (2025-07-01)

Evaluating the survival outcomes in clinical node stage 2 and 3 breast cancer patients with negative sentinel lymph node biopsy after neoadjuvant chemotherapy: sentinel lymph node biopsy alone vs. axillary lymph node dissection
by: Eunju Shin, et al.
Published: (2025-05-01)

Attention-Guided Multi-Task Learning for Prostate Cancer Pelvic Lymph Node Metastasis Prediction
by: ZHANG Zhiyuan, HU Jisu, ZHANG Yueyue, QIAN Xusheng, ZHOU Zhiyong, DAI Yakang
Published: (2025-08-01)

A case of rapidly progressing sarcomatous intrahepatic cholangiocarcinoma with suddenly appearing lymph node metastasis
by: Eisho Kanemitsu, et al.
Published: (2024-01-01)