Can a machine-learning model improve the prediction of nodal stage after a positive sentinel lymph node biopsy in breast cancer?-Reference-Cited by-同舟云学术

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Can a machine-learning model improve the prediction of nodal stage after a positive sentinel lymph node biopsy in breast cancer?

Published:2020-03-09 Issue:6 Volume:59 Page:689-695
ISSN:0284-186X
Container-title:Acta Oncologica
language:en
Short-container-title:Acta Oncologica

Author:

Madekivi V.¹²^ORCID,Boström P.²³,Karlsson A.²⁴,Aaltonen R.²⁵,Salminen E.¹²⁶

Affiliation:

1. Department of Oncology, Turku University Hospital, Turku, Finland;

2. Faculty of Medicine, University of Turku, Turku, Finland;

3. Department of Pathology, Turku University Hospital, Turku, Finland;

4. Auria Clinical Informatics, Turku, Finland;

5. Department of Surgery, Turku University Hospital, Turku, Finland;

6. Finnish Nuclear and Radiation Safety, Helsinki, Finland

Publisher

Informa UK Limited

Subject

Radiology Nuclear Medicine and imaging,Oncology,Hematology,General Medicine

Link

https://www.tandfonline.com/doi/pdf/10.1080/0284186X.2020.1736332

Reference31 articles.

1. Axillary dissection versus no axillary dissection in patients with breast cancer and sentinel-node micrometastases (IBCSG 23-01): 10-year follow-up of a randomised, controlled phase 3 trial

2. Radiotherapy or surgery of the axilla after a positive sentinel node in breast cancer (EORTC 10981-22023 AMAROS): a randomised, multicentre, open-label, phase 3 non-inferiority trial

3. Effect of Axillary Dissection vs No Axillary Dissection on 10-Year Overall Survival Among Women With Invasive Breast Cancer and Sentinel Node Metastasis

4. A Nomogram for Predicting the Likelihood of Additional Nodal Metastases in Breast Cancer Patients With a Positive Sentinel Node Biopsy

5. Doctor, What Are My Chances of Having a Positive Sentinel Node? A Validated Nomogram for Risk Estimation

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1. Artificial intelligence assisted ultrasound for the non-invasive prediction of axillary lymph node metastasis in breast cancer;BMC Cancer;2024-07-29

2. Artificial Neural Network Prediction of Mortality in Cancer Patients Presenting for Radiation Therapy at a Multisite Institution;Cureus;2024-07-14

3. Machine Learning Prediction of Lymph Node Metastasis in Breast Cancer: Performance of a Multi-institutional MRI-based 4D Convolutional Neural Network;Radiology: Imaging Cancer;2024-05-01

4. Prediction of sentinel lymph node metastasis in breast cancer patients based on preoperative features: a deep machine learning approach;Scientific Reports;2024-01-16

5. A machine-learning approach based on multiparametric MRI to identify the risk of non-sentinel lymph node metastasis in patients with early-stage breast cancer;Acta Radiologica;2023-12-19

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