Publications by authors named "Masato Nakahori"

Article Synopsis
  • * A retrospective analysis was conducted on 56 patients with gastroenterological diseases who were referred from a regional hospital to a tertiary facility, primarily using a cloud-based image-sharing system over three years.
  • * The study found that most patients (80.4%) had hepatobiliary pancreatic issues, with swift referral processes leading to timely treatments; however, many patients faced waiting lists, highlighting the benefits of remote imaging for efficiency in care.
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Article Synopsis
  • A study compared the clinical usefulness of two convolutional neural network (CNN) systems for detecting abnormalities in small-bowel capsule endoscopy (SBCE) images against traditional endoscopist readings.
  • Thirty-six SBCE videos containing different types of abnormalities were analyzed through three reading processes: without CNN, with an existing CNN, and with a novel CNN.
  • Results showed that the novel CNN system led to faster reading times and lower psychological stress for endoscopists, while still effectively detecting all abnormalities, indicating its potential for improved clinical utility.
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Esophageal cancer after endoscopic treatment may recur depending on the risk. We present a case of a rare T1b esophageal cancer after endoscopic treatment plus chemoradiotherapy (CRT) that recurred with metastasis of the dorsal muscles. A 70-year-old man was referred for treatment of early-stage esophageal carcinoma.

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Esophagogastroduodenoscopy (EGD) is an effective and important diagnostic tool to detect gastric cancer (GC). Although previous studies show that examiner, patient, and instrumental factors influence the detection of GC, we analyzed whether assigning a different examiner to surveillance EGD would improve the detection of GC compared to assigning the same examiner as in the previous endoscopy. We retrospectively reviewed patients who underwent two or more consecutive surveillance EGDs at a single center between 2017 and 2019.

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Introduction: In early 2020, the Japanese government declared a nationwide state of emergency for the COVID-19 pandemic. We investigated the impact of the emergency declaration on endoscopy adherence and conducted a follow-up study of patients with canceled examinations at a tertiary endoscopy facility in Japan in 2020.

Methods: We compared the number of endoscopies performed, and cancelations at the endoscopy unit between 2019 and 2020 and used the Bayesian structural time series (BSTS) model to estimate the decrease in the number of endoscopies in 2020.

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Gastrinoma may cause refractory esophageal stricture due to gastro-esophageal reflux disease (GERD), but imaging technologies have limited power in its diagnosis. A 74-year-old female with a history of peptic ulcers suffered from repeated epigastralgia, and she visited a local hospital. An esophago-gastro-duodenoscopy (EGD) demonstrated severe reflux esophagitis and multiple peptic ulcers.

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Article Synopsis
  • Endoscopic submucosal dissection (ESD) is a minimally invasive procedure for early gastric cancer, but patients on anticoagulants face a higher risk of delayed bleeding.
  • A study analyzed 1855 patients, finding that 21% of those on anticoagulants experienced delayed bleeding after ESD, with specific risks noted for warfarin users post-heart valve replacement.
  • The study underscores the need for careful monitoring of patients on anticoagulants following ESD procedures, particularly those taking warfarin.
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Background And Aims: A deep convolutional neural network (CNN) system could be a high-level screening tool for capsule endoscopy (CE) reading but has not been established for targeting various abnormalities. We aimed to develop a CNN-based system and compare it with the existing QuickView mode in terms of their ability to detect various abnormalities.

Methods: We trained a CNN system using 66,028 CE images (44,684 images of abnormalities and 21,344 normal images).

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Background And Aims: Protruding lesions of the small bowel vary in wireless capsule endoscopy (WCE) images, and their automatic detection may be difficult. We aimed to develop and test a deep learning-based system to automatically detect protruding lesions of various types in WCE images.

Methods: We trained a deep convolutional neural network (CNN), using 30,584 WCE images of protruding lesions from 292 patients.

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Background And Aim: Detecting blood content in the gastrointestinal tract is one of the crucial applications of capsule endoscopy (CE). The suspected blood indicator (SBI) is a conventional tool used to automatically tag images depicting possible bleeding in the reading system. We aim to develop a deep learning-based system to detect blood content in images and compare its performance with that of the SBI.

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  • A study tested a convolutional neural network (CNN) designed to help endoscopists read small-bowel capsule endoscopy videos faster while maintaining accuracy in identifying abnormalities.
  • Twenty videos containing various lesions were reviewed by endoscopists with and without CNN support, comparing reading times and detection rates.
  • Results showed significantly reduced reading times for endoscopists using the CNN system without a decrease in lesion detection, highlighting that the experience level of the endoscopists affected outcomes.
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Background And Aim: Although small-bowel angioectasia is reported as the most common cause of bleeding in patients and frequently diagnosed by capsule endoscopy (CE) in patients with obscure gastrointestinal bleeding, a computer-aided detection method has not been established. We developed an artificial intelligence system with deep learning that can automatically detect small-bowel angioectasia in CE images.

Methods: We trained a deep convolutional neural network (CNN) system based on Single Shot Multibox Detector using 2237 CE images of angioectasia.

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Objectives: Guidelines for magnified endoscopic diagnosis of esophageal squamous cell carcinoma (SCC) have been proposed by the Japan Esophageal Society. Type B1, B2, and B3 reflect increasing tumor invasion depths (within mucosal epithelium or into lamina propria mucosa [T1a-EP/LPM], into muscularis mucosa or superficial invasion into submucosa [T1a-MM/T1b-SM1], and into submucosa [T1b-SM2], respectively). The diagnostic accuracy of type B1 and B3 is high, but accuracy of type B2 is low.

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Background: Double-balloon enteroscopy (DBE) is a safe and useful procedure for managing small bowel bleeding. However, there are limited studies regarding the preferable timing of DBE and its impact on long-term outcomes.

Aim: We aimed to evaluate the association between the timing of DBE and the long-term outcomes of patients suspected of having overt small bowel bleeding who underwent DBE.

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Background And Aim: Double-balloon enteroscopy (DBE) performed to investigate overt small bowel bleeding can miss the source of bleeding. We investigated the clinical outcomes of patients with negative DBE results for suspected overt small bowel bleeding, which is defined in the current guidelines as obscure gastrointestinal bleeding.

Methods: We reviewed the prospectively collected medical records of patients who underwent DBE at our hospital between May 1, 2004 and April 30, 2016.

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Article Synopsis
  • Recent studies highlight the potential benefits of preoperative endoscopic ultrasonography-guided fiducial tattooing (EUS-tattooing) for pancreas tumor marking, though procedural challenges remain unresolved.
  • This study analyzed six patients who underwent EUS-tattooing using a new injector to deliver a very small amount (0.02 mL) of a marking solution, a mix of sodium hyaluronate and India ink.
  • Results showed that the tattoo mark could be successfully detected in five out of six patients during surgery, with no significant adverse events reported, indicating that EUS-tattooing may be safe and effective, but further research is needed.
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A 56-year-old woman who was found to have a submucosal tumor (SMT) of the stomach in a medical check-up was admitted to our hospital for a detailed investigation of the SMT. Upper gastrointestinal endoscopy revealed an SMT of 20mm at the anterior wall of the antrum of the stomach. Endoscopic ultrasonography showed a hyperechoic tumor in the fourth layer of the stomach wall.

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The relationship between dilated blood vessels in the tumor periphery and the tumor invasion depth is unclear. Therefore, the present study aimed to clarify the relationship between dilated blood vessels and the invasion depth of small-sized (<30 mm) colorectal cancer (CRC), and its implications on endoscopic treatment.We performed a single-arm observational study of the diagnostic accuracy of the existence of dilated vessels in the tumor periphery of CRC lesions as an indicator of submucosal deep (SM-d, ≥1000 μm) carcinomas.

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Background: To examine the effects of percutaneous endoscopic gastrostomy (PEG) on quality of life (QOL) in patients with dementia.

Methods: We retrospectively included 53 Japanese community and tertiary hospitals to investigate the relationship between the newly developed PEG and consecutive dementia patients with swallowing difficulty between Jan 1st 2006 and Dec 31st 2008. We set improvements in 1) the level of independent living, 2) pneumonia, 3) peroral intake as outcome measures of QOL and explored the factors associated with these improvements.

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Aim: To examine the long term survival of geriatric patients treated with percutaneous endoscopic gastrostomy (PEG) in Japan.

Methods: We retrospectively included 46 Japanese community and tertiary hospitals to investigate 931 consecutive geriatric patients (≥ 65 years old) with swallowing difficulty and newly performed PEG between Jan 1st 2005 and Dec 31st 2008. We set death as an outcome and explored the associations among patient's characteristics at PEG using log-rank tests and Cox proportional hazard models.

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