AIMC Topic: Nasopharynx
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Convolutional neural network in nasopharyngeal carcinoma: how good is automatic delineation for primary tumor on a non-contrast-enhanced fat-suppressed T2-weighted MRI?
Japanese journal of radiology
Feb 5, 2021
PURPOSE: Convolutional neural networks (CNNs) show potential for delineating cancers on contrast-enhanced MRI (ce-MRI) but there are clinical scenarios in which administration of contrast is not desirable. We investigated performance of the CNN for d...
Machine Learning Analysis of Image Data Based on Detailed MR Image Reports for Nasopharyngeal Carcinoma Prognosis.
BioMed research international
Feb 21, 2020
We aimed to assess the use of automatic machine learning (AutoML) algorithm based on magnetic resonance (MR) image data to assign prediction scores to patients with nasopharyngeal carcinoma (NPC). We also aimed to develop a 4-group classification sys...
Deep learning pathological microscopic features in endemic nasopharyngeal cancer: Prognostic value and protentional role for individual induction chemotherapy.
Cancer medicine
Dec 20, 2019
BACKGROUND: To explore the prognostic value and the role for treatment decision of pathological microscopic features in patients with nasopharyngeal carcinoma (NPC) using the method of deep learning.
Endemic Diseases
Nasopharynx
Induction Chemotherapy
Fluorouracil
Progression-Free Survival
Radiotherapy, Intensity-Modulated
Kaplan-Meier Estimate
Chemoradiotherapy
Prognosis
Nasopharyngeal Neoplasms
Retrospective Studies
Antineoplastic Combined Chemotherapy Protocols
Female
Deep Learning
Neoplasm Staging
Humans
Middle Aged
Adult
Risk Assessment
Male
Cisplatin
China
Image Processing, Computer-Assisted
Deep Learning for Automated Contouring of Primary Tumor Volumes by MRI for Nasopharyngeal Carcinoma.
Radiology
Mar 26, 2019
Background Nasopharyngeal carcinoma (NPC) may be cured with radiation therapy. Tumor proximity to critical structures demands accuracy in tumor delineation to avoid toxicities from radiation therapy; however, tumor target contouring for head and neck...
Development of a compact continuum tubular robotic system for nasopharyngeal biopsy.
Medical & biological engineering & computing
May 18, 2016
Traditional posterior nasopharyngeal biopsy using a flexible nasal endoscope has the risks of abrasion and injury to the nasal mucosa and thus causing trauma to the patient. Recently, a new class of robots known as continuum tubular robots (CTRs) pro...
Demonstration of nasopharyngeal surgery with a single port operator-controlled flexible endoscope system.
Head & neck
May 26, 2015
BACKGROUND: Nasopharyngeal surgery is commonly performed with a rigid endoscope using a transnasal or transoral approach. Here, we demonstrate a flexible single port computer-assisted endoscopic system enabling easy transoral access to the nasopharyn...
Robotic nasopharyngectomy via combined endonasal and transantral port: a preliminary cadaveric study.
The Laryngoscope
Apr 15, 2015
OBJECTIVES/HYPOTHESIS: The objective of this study was to determine the potential role of a surgical robotic system in nasopharyngeal surgery using bilateral transantral or combined endonasal/transantral port.
Single-shot, receptor-free, rapid detection and classification of five respiratory viruses by machine learning integrated SERS sensing platform.
Biosensors & bioelectronics
Jul 1, 2025
A machine learning integrated SERS sensing platform is developed for a single-shot, receptor-free, rapid detection and classification of five respiratory viruses including Influenza A, Respiratory Syncytial Virus (RSV), Human Rhinoviruses (Rhino), an...
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