Rhode Island gastroenterology video capsule endoscopy data set

Article Health Care Sciences & Services

Proposing Novel Data Analytics Method for Anatomical Landmark Identification from Endoscopic Video Frames

Shima Ayyoubi Nezhad et al.

Summary: This study proposes an automated method for anatomical landmark detection of the gastrointestinal tract from endoscopic video frames based on a semi-supervised deep convolutional neural network. The method achieves high accuracy with a small amount of labeled data.

JOURNAL OF HEALTHCARE ENGINEERING (2022)

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Review Medicine, General & Internal

Capsule endoscopy in gastrointestinal disease: Evaluation, diagnosis, and treatment

Basil Akpunonu et al.

Summary: Capsule endoscopy is a noninvasive procedure that uses a miniature camera in the form of a swallowed capsule to visually and diagnostically evaluate gastrointestinal disease.

CLEVELAND CLINIC JOURNAL OF MEDICINE (2022)

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Article Multidisciplinary Sciences

Kvasir-Capsule, a video capsule endoscopy dataset

Pia H. Smedsrud et al.

Summary: AI is expected to improve anomaly detection and reduce manual labor in VCE technology, and the Kvasir-Capsule dataset can assist in developing better algorithms to fully utilize the potential of VCE technology.

SCIENTIFIC DATA (2021)

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Review Gastroenterology & Hepatology

How should we do colon capsule endoscopy reading: a practical guide

Anastasios Koulaouzidis et al.

Summary: This article provides general principles and personal views for colonic capsule endoscopy, along with technological characteristics and specifications of the current and previous versions of the device. There is currently no scientific evidence supporting the optimal way to read a colonic capsule endoscopy video, and there are no existing standards or guidelines in place. Recommendations are a mix of capsule manufacturer suggestions and expert opinions, and there is limited data on the use of certain terms in colonic capsule endoscopy. Additionally, the article includes handy tables for easy reference.

THERAPEUTIC ADVANCES IN GASTROINTESTINAL ENDOSCOPY (2021)

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Review Oncology