Deep learning prediction of axillary lymph node status using ultrasound images

A clinical-radiomics nomogram for the preoperative prediction of lymph node metastasis in colorectal cancer

(2020) Menglei Li et al.   Journal of Translational Medicine

Development and Validation of a Deep Learning Radiomics Model Predicting Lymph Node Status in Operable Cervical Cancer

(2020) Taotao Dong et al.   Frontiers in Oncology

Should We Ignore, Follow, or Biopsy? Impact of Artificial Intelligence Decision Support on Breast Ultrasound Lesion Assessment

(2020) Victoria L. Mango et al.   AMERICAN JOURNAL OF ROENTGENOLOGY

Prospective Analysis Using a Novel CNN Algorithm to Distinguish Atypical Ductal Hyperplasia From Ductal Carcinoma in Situ in Breast

(2020) Simukayi Mutasa et al.   Clinical Breast Cancer

Predicting Breast Cancer Molecular Subtype with MRI Dataset Utilizing Convolutional Neural Network Algorithm

(2019) Richard Ha et al.   JOURNAL OF DIGITAL IMAGING

Accuracy of Distinguishing Atypical Ductal Hyperplasia From Ductal Carcinoma In Situ With Convolutional Neural Network–Based Machine Learning Approach Using Mammographic Image Data

(2019) Richard Ha et al.   AMERICAN JOURNAL OF ROENTGENOLOGY

Is sentinel node biopsy necessary in the radiologically negative axilla in breast cancer?

(2019) Felix Jozsa et al.   BREAST CANCER RESEARCH AND TREATMENT

Potential Role of Convolutional Neural Network Based Algorithm in Patient Selection for DCIS Observation Trials Using a Mammogram Dataset

(2019) Simukayi Mutasa et al.   ACADEMIC RADIOLOGY

Convolutional Neural Network Detection of Axillary Lymph Node Metastasis Using Standard Clinical Breast MRI

(2019) Thomas Ren et al.   Clinical Breast Cancer

Lymph Node Metastasis Prediction from Primary Breast Cancer US Images Using Deep Learning

(2019) Li-Qiang Zhou et al.   RADIOLOGY

Predicting Post Neoadjuvant Axillary Response Using a Novel Convolutional Neural Network Algorithm

(2018) Richard Ha et al.   ANNALS OF SURGICAL ONCOLOGY

A clinical-radiomics nomogram for the preoperative prediction of lung metastasis in colorectal cancer patients with indeterminate pulmonary nodules

(2018) TingDan Hu et al.   EUROPEAN RADIOLOGY

Axillary Lymph Node Evaluation Utilizing Convolutional Neural Networks Using MRI Dataset

(2018) Richard Ha et al.   JOURNAL OF DIGITAL IMAGING

Detecting and classifying lesions in mammograms with Deep Learning

(2018) Dezső Ribli et al.   Scientific Reports

Pretreatment Identification of Head and Neck Cancer Nodal Metastasis and Extranodal Extension Using Deep Learning Neural Networks

(2018) Benjamin H. Kann et al.   Scientific Reports

Impact of Deep Learning Assistance on the Histopathologic Review of Lymph Nodes for Metastatic Breast Cancer

(2018) David F. Steiner et al.   AMERICAN JOURNAL OF SURGICAL PATHOLOGY

Restricted Axillary Staging in Clinically and Sonographically Node-Negative Early Invasive Breast Cancer (c/iT1–2) in the Context of Breast Conserving Therapy: First Results Following Commencement of the Intergroup-Sentinel-Mamma (INSEMA) Trial

(2017) T. Reimer et al.   GEBURTSHILFE UND FRAUENHEILKUNDE

Physical function of the upper limb after breast cancer surgery. Results from the SOUND (Sentinel node vs. Observation after axillary Ultra-souND) trial

(2016) O. Gentilini et al.   EJSO

Primary breast cancer: ESMO Clinical Practice Guidelines for diagnosis, treatment and follow-up

(2015) E. Senkus et al.   ANNALS OF ONCOLOGY

Interobserver variability of ultrasound elastography and the ultrasound BI-RADS lexicon of breast lesions

(2013) Chang Suk Park et al.   Breast Cancer

Personalized Medicine in Breast Cancer: A Systematic Review

(2012) Sang-Hoon Cho et al.   Journal of Breast Cancer

Gradient methods for minimizing composite functions

(2012) Yu. Nesterov   MATHEMATICAL PROGRAMMING

Factors predicting the sentinel node metastases in T1 breast cancer tumor:An analysis of 1416 cases

(2009) J. Capdet et al.   EJSO

Micrometastases or Isolated Tumor Cells and the Outcome of Breast Cancer

(2009) Maaike de Boer et al.   NEW ENGLAND JOURNAL OF MEDICINE