AIMC Topic: Axilla

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A radiogenomic multimodal and whole-transcriptome sequencing for preoperative prediction of axillary lymph node metastasis and drug therapeutic response in breast cancer: a retrospective, machine learning and international multicohort study.

International journal of surgery (London, England) Apr 1, 2024
BACKGROUND: Axillary lymph nodes (ALN) status serves as a crucial prognostic indicator in breast cancer (BC). The aim of this study was to construct a radiogenomic multimodal model, based on machine learning and whole-transcriptome sequencing (WTS), ...
Machine Learning Retrospective Studies Female Aged Humans Transcriptome Adult Lymph Nodes Breast Neoplasms Lymphatic Metastasis Middle Aged Axilla Gene Expression Profiling
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MRI-Based Kinetic Heterogeneity Evaluation in the Accurate Access of Axillary Lymph Node Status in Breast Cancer Using a Hybrid CNN-RNN Model.

Journal of magnetic resonance imaging : JMRI Jan 11, 2024
BACKGROUND: Accurate evaluation of the axillary lymph node (ALN) status is needed for determining the treatment protocol for breast cancer (BC). The value of magnetic resonance imaging (MRI)-based tumor heterogeneity in assessing ALN metastasis in BC...
Humans Axilla Kinetics Middle Aged Deep Learning Reproducibility of Results ROC Curve Neural Networks, Computer Aged Lymph Nodes Retrospective Studies Adult Lymphatic Metastasis Female Breast Neoplasms Contrast Media Magnetic Resonance Imaging
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Deep learning to predict breast cancer sentinel lymph node status on INSEMA histological images.

European journal of cancer (Oxford, England : 1990) Oct 18, 2023
BACKGROUND: Sentinel lymph node (SLN) status is a clinically important prognostic biomarker in breast cancer and is used to guide therapy, especially for hormone receptor-positive, HER2-negative cases. However, invasive lymph node staging is increasi...
Female Breast Neoplasms Deep Learning Lymphadenopathy Humans Axilla Sentinel Lymph Node Sentinel Lymph Node Biopsy Lymph Nodes Lymphatic Metastasis Lymph Node Excision
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Letter to Editor: A Time Trend Analysis of 5000 Robotic Thyroidectomies via Bilateral Axillo-Breast Approach.

World journal of surgery Jun 13, 2023
Robotic Surgical Procedures Breast Humans Retrospective Studies Thyroidectomy Thyroid Neoplasms Treatment Outcome Axilla Robotics
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Authors' Reply: A Time Trend Analysis of 5000 Robotic Thyroidectomies via Bilateral Axillo-Breast Approach.

World journal of surgery May 22, 2023
Axilla Robotics Robotic Surgical Procedures Breast Retrospective Studies Thyroidectomy Thyroid Neoplasms Humans
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Early experience of robotic axillary lymph node dissection in patients with node-positive breast cancer.

Breast cancer research and treatment Nov 23, 2022
BACKGROUND: Robotic surgical systems enable surgeons to perform precise movement in the surgical field using high-resolution 3D vision and flexible robotic instruments. We aimed to evaluate the feasibility and safety of performing axillary lymph node...
Lymph Node Excision Axilla Robotics Adult Robotic Surgical Procedures Humans Breast Neoplasms Mastectomy Female Middle Aged Sentinel Lymph Node Biopsy Young Adult Lymph Nodes
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Editorial for "Attention-based Deep Learning for the Preoperative Differentiation of Axillary Lymph Node Metastasis in Breast Cancer on DCE-MRI".

Journal of magnetic resonance imaging : JMRI Oct 8, 2022
Breast Neoplasms Deep Learning Lymph Nodes Lymphatic Metastasis Magnetic Resonance Imaging Axilla Breast Humans Retrospective Studies Female
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Scoping review of approaches used for remote-access parathyroidectomy: A contemporary review of techniques, tools, pros and cons.

Head & neck Apr 25, 2022
After our coauthors described the first remote-access parathyroidectomy (RAP) series in 2000, several other approaches were developed. No systematic review has been performed to classify and evaluate RAP techniques. We performed a literature search u...
Humans Parathyroidectomy Endoscopy Axilla Robotics Minimally Invasive Surgical Procedures
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Assessment of Axillary Lymph Nodes for Metastasis on Ultrasound Using Artificial Intelligence.

Ultrasonic imaging Aug 20, 2021
The purpose of this study was to evaluate an artificial intelligence (AI) system for the classification of axillary lymph nodes on ultrasound compared to radiologists. Ultrasound images of 317 axillary lymph nodes from patients referred for ultrasoun...
Humans Artificial Intelligence Female Lymphatic Metastasis Axilla Sensitivity and Specificity Breast Neoplasms Lymph Nodes
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Automated detection and segmentation of thoracic lymph nodes from CT using 3D foveal fully convolutional neural networks.

BMC medical imaging Apr 13, 2021
BACKGROUND: In oncology, the correct determination of nodal metastatic disease is essential for patient management, as patient treatment and prognosis are closely linked to the stage of the disease. The aim of the study was to develop a tool for auto...
Middle Aged Carcinoma, Bronchogenic Female Datasets as Topic Deep Learning Aged Thorax Lung Neoplasms Lymph Nodes Adult Mediastinum Male Lymphatic Metastasis Humans Contrast Media Neural Networks, Computer Axilla Tomography, X-Ray Computed
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