AIMC Topic: Endoscopy

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Automated diagnosis of ear disease using ensemble deep learning with a big otoendoscopy image database.

EBioMedicine Jul 1, 2019
BACKGROUND: Ear and mastoid disease can easily be treated by early detection and appropriate medical care. However, short of specialists and relatively low diagnostic accuracy calls for a new way of diagnostic strategy, in which deep learning may pla...
Humans Neural Networks, Computer Machine Learning Deep Learning Tympanic Membrane Ear Diseases Algorithms Databases, Factual Endoscopy
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Prediction of early colorectal cancer metastasis by machine learning using digital slide images.

Computer methods and programs in biomedicine Jun 22, 2019
BACKGROUND AND OBJECTIVES: Prediction of lymph node metastasis (LNM) for early colorectal cancer (CRC) is critical for determining treatment strategies after endoscopic resection. Some histologic parameters for predicting LNM have been established, b...
Colorectal Neoplasms Male Middle Aged Aged Endoscopy Immunohistochemistry False Negative Reactions False Positive Reactions Lymph Nodes Lymphatic Metastasis Neoplasm Metastasis Humans Machine Learning Algorithms Retrospective Studies Female Risk Factors Keratins
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A review on recent advances in soft surgical robots for endoscopic applications.

The international journal of medical robotics + computer assisted surgery : MRCAS Jun 9, 2019
BACKGROUND: Soft materials, with their compliant properties, enable conformity and safe interaction with human body. With the advance in actuation and sensing of soft materials, new paradigm in robotics called "soft robotics" emerges. Soft robotics h...
Minimally Invasive Surgical Procedures Equipment Design Robotic Surgical Procedures Humans Endoscopy Robotics
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[Artificial Intelligence in Endoscopy: Deep Neural Nets for Endoscopic Computer Vision - Methods & Perspectives].

Zeitschrift fur Gastroenterologie Jun 6, 2019
Artificial neural networks, as a specific approach towards artificial intelligence (AI), can open up a variety of new perspectives for endoscopy, such as automated lesion detection and the precise prediction of a lesion's histology by its endoscopic ...
Endoscopy Deep Learning Image Processing, Computer-Assisted Neural Networks, Computer Artificial Intelligence Medicine Humans
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Invited Commentary.

The Annals of thoracic surgery Feb 13, 2019
Robotics Robotic Surgical Procedures Coronary Artery Bypass Endoscopy
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A dataset of laryngeal endoscopic images with comparative study on convolution neural network-based semantic segmentation.

International journal of computer assisted radiology and surgery Jan 16, 2019
PURPOSE: Automated segmentation of anatomical structures in medical image analysis is a prerequisite for autonomous diagnosis as well as various computer- and robot-aided interventions. Recent methods based on deep convolutional neural networks (CNN)...
Larynx Machine Learning Humans Endoscopy Semantics Image Processing, Computer-Assisted Neural Networks, Computer Vocal Cords Laryngoscopy
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Commentary: Totally endoscopic bypass grafting: Hunting for a Norwegian mushroom.

The Journal of thoracic and cardiovascular surgery Oct 5, 2018
Endoscopy Agaricales Robotics Robotic Surgical Procedures
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Development and validation of an endoscopic images-based deep learning model for detection with nasopharyngeal malignancies.

Cancer communications (London, England) Sep 25, 2018
BACKGROUND: Due to the occult anatomic location of the nasopharynx and frequent presence of adenoid hyperplasia, the positive rate for malignancy identification during biopsy is low, thus leading to delayed or missed diagnosis for nasopharyngeal mali...
Humans Female Image Processing, Computer-Assisted Endoscopy Male Nasopharyngeal Neoplasms Middle Aged Deep Learning
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Deep learning with cinematic rendering: fine-tuning deep neural networks using photorealistic medical images.

Physics in medicine and biology Sep 13, 2018
Deep learning has emerged as a powerful artificial intelligence tool to interpret medical images for a growing variety of applications. However, the paucity of medical imaging data with high-quality annotations that is necessary for training such met...
Swine Deep Learning Light Image Interpretation, Computer-Assisted Endoscopy Photography Humans Animals Neural Networks, Computer Colon Tomography, X-Ray Computed
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Remotely Controlled Mandibular Positioning During Drug-Induced Sleep Endoscopy Toward Mandibular Advancement Device Therapy: Feasibility and Protocol.

Journal of clinical sleep medicine : JCSM : official publication of the American Academy of Sleep Medicine Aug 15, 2018
STUDY OBJECTIVES: The potential of a remotely controlled mandibular positioner (RCMP) during sleep studies in individual patients suffering from obstructive sleep apnea (OSA) for the determination of the effective target protrusive position (ETPP) of...
Endoscopy Treatment Outcome Female Humans Sleep Apnea, Obstructive Robotics Male Feasibility Studies Prospective Studies Mandibular Advancement Middle Aged Aged Adult
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