AIMC Topic: Lymph Nodes

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Generating High-Quality Lymph Node Clinical Target Volumes for Head and Neck Cancer Radiation Therapy Using a Fully Automated Deep Learning-Based Approach.

International journal of radiation oncology, biology, physics Oct 14, 2020
PURPOSE: To develop a deep learning model that generates consistent, high-quality lymph node clinical target volumes (CTV) contours for head and neck cancer (HNC) patients, as an integral part of a fully automated radiation treatment planning workflo...
Reproducibility of Results Deep Learning Lymph Nodes Head and Neck Neoplasms Pharynx Humans Radiotherapy Planning, Computer-Assisted Retrospective Studies Tomography, X-Ray Computed
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Combined use of curved scissors and the soft coagulation system in robot-assisted lateral lymph node dissection for rectal cancer - a video vignette.

Colorectal disease : the official journal of the Association of Coloproctology of Great Britain and Ireland Oct 12, 2020
Lymph Nodes Lymph Node Excision Robotics Rectal Neoplasms Humans Abdomen
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A deep learning nomogram kit for predicting metastatic lymph nodes in rectal cancer.

Cancer medicine Sep 30, 2020
BACKGROUND: Preoperative diagnoses of metastatic lymph nodes (LNs) by the most advanced deep learning technology of Faster Region-based Convolutional Neural Network (Faster R-CNN) have not yet been reported.
Prognosis Female Reproducibility of Results Predictive Value of Tests Risk Factors Rectal Neoplasms Aged Image Interpretation, Computer-Assisted Aged, 80 and over Humans Lymph Nodes Adult Decision Support Techniques Middle Aged Male Nomograms Risk Assessment Lymphatic Metastasis Deep Learning Magnetic Resonance Imaging
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Artificial Intelligence System to Determine Risk of T1 Colorectal Cancer Metastasis to Lymph Node.

Gastroenterology Sep 24, 2020
BACKGROUND & AIMS: In accordance with guidelines, most patients with T1 colorectal cancers (CRC) undergo surgical resection with lymph node dissection, despite the low incidence (∼10%) of metastasis to lymph nodes. To reduce unnecessary surgical rese...
Colorectal Neoplasms Male Middle Aged Risk Assessment Female Risk Factors Aged Follow-Up Studies Lymphatic Metastasis Age Factors Lymph Node Excision Colon Colonoscopy ROC Curve Lymph Nodes Humans Machine Learning Retrospective Studies Neoplasm Staging Japan Colectomy
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Deep learning radiomics of ultrasonography: Identifying the risk of axillary non-sentinel lymph node involvement in primary breast cancer.

EBioMedicine Sep 24, 2020
BACKGROUND: Completion axillary lymph node dissection is overtreatment for patients with sentinel lymph node (SLN) metastasis in whom the metastatic risk of residual non-SLN (NSLN) is low. However, the National Comprehensive Cancer Network panel posi...
Computational Biology Lymph Nodes Lymphatic Metastasis Axilla Multicenter Studies as Topic Deep Learning Ultrasonography ROC Curve Image Processing, Computer-Assisted Adult Breast Neoplasms Middle Aged Retrospective Studies Female Aged Humans Young Adult
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Lymph node metastasis prediction of papillary thyroid carcinoma based on transfer learning radiomics.

Nature communications Sep 23, 2020
Non-invasive assessment of the risk of lymph node metastasis (LNM) in patients with papillary thyroid carcinoma (PTC) is of great value for the treatment option selection. The purpose of this paper is to develop a transfer learning radiomics (TLR) mo...
Male Middle Aged Cohort Studies Thyroid Neoplasms ROC Curve Humans Lymph Nodes Machine Learning Lymphatic Metastasis Female Thyroid Cancer, Papillary Adult
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Inguinal lymph node dissection in the era of minimally invasive surgical technology.

Urologic oncology Aug 25, 2020
BACKGROUND: Inguinal lymph node dissection (ILND) is an essential step in both treatment and staging of several malignancies including penile and vulvar cancers. Various open, video endoscopic, and robotic-assisted techniques have been utilized so fa...
Male Inguinal Canal Humans Robotics Postoperative Complications Laparoscopy Lymph Nodes Penile Neoplasms Lymph Node Excision Video-Assisted Surgery
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Radiomics for Diagnosing Lateral Pelvic Lymph Nodes in Rectal Cancer: Artificial Intelligence Enabling Precision Medicine?

Annals of surgical oncology Aug 6, 2020
Pelvis Humans Rectal Neoplasms Artificial Intelligence Lymph Nodes Precision Medicine Lymphatic Metastasis Lymph Node Excision
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Impact of indocyanine green-guided extended pelvic lymph node dissection during robot-assisted radical prostatectomy.

International journal of urology : official journal of the Japanese Urological Association Jul 7, 2020
OBJECTIVES: To evaluate the effectiveness of indocyanine green-guided extended pelvic lymph node dissection during robot-assisted radical prostatectomy for intermediate- to high-risk prostate cancer.
Indocyanine Green Prostatectomy Humans Lymph Node Excision Male Robotics Lymph Nodes Prostatic Neoplasms Pelvis
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Automatic detection of cervical lymph nodes in patients with oral squamous cell carcinoma using a deep learning technique: a preliminary study.

Oral radiology Jun 6, 2020
OBJECTIVE: To apply a deep learning object detection technique to CT images for detecting cervical lymph nodes metastasis in patients with oral cancers, and to clarify the detection performance.
Mouth Neoplasms Lymph Nodes Humans Squamous Cell Carcinoma of Head and Neck Carcinoma, Squamous Cell Head and Neck Neoplasms Deep Learning Lymphatic Metastasis
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