Search Results - "Miyake, Mototaka"
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Observing deep radiomics for the classification of glioma grades
Published in Scientific reports (25-05-2021)“…Deep learning is a promising method for medical image analysis because it can automatically acquire meaningful representations from raw data. However, a…”
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Application of Artificial Intelligence Technology in Oncology: Towards the Establishment of Precision Medicine
Published in Cancers (26-11-2020)“…In recent years, advances in artificial intelligence (AI) technology have led to the rapid clinical implementation of devices with AI technology in the medical…”
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Decomposing normal and abnormal features of medical images for content-based image retrieval of glioma imaging
Published in Medical image analysis (01-12-2021)“…•We propose a content-based image retrieval framework to support comparative diagnostic reading.•The feature decomposing network decomposes medical images into…”
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Characteristics of false-positive lesions in evaluating colorectal liver metastases on gadoxetic acid-enhanced magnetic resonance imaging
Published in Surgery today (Tokyo, Japan) (01-08-2022)“…Purpose Gadoxetic acid-enhanced MRI (Gd-EOB-MRI) shows higher sensitivity for colorectal liver metastases (CRLM) than contrast-enhanced computed tomography…”
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Primary Retroperitoneal Myxoid Liposarcomas
Published in The American journal of surgical pathology (01-09-2016)“…Myxoid liposarcomas (MLSs) are genetically defined by the presence of DDIT3 gene fusions and most commonly arise in the extremities of young adults. Whether…”
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Preoperative T staging using CT colonography with multiplanar reconstruction for very low rectal cancer
Published in BMC cancer (14-11-2017)“…Preoperative T staging of lower rectal cancer is an important criterion for selecting intersphincteric resection (ISR) or abdominoperineal resection (APR) as…”
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Minute mesenchymal chondrosarcoma within osteochondroma: an unexpected diagnosis confirmed by HEY1-NCOA2 fusion
Published in Human pathology (01-11-2018)“…Mesenchymal chondrosarcoma is rare and can be challenging to diagnose. Herein, we report a minute mesenchymal chondrosarcoma within an osteochondroma. A…”
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Assessing Versatile Machine Learning Models for Glioma Radiogenomic Studies across Hospitals
Published in Cancers (19-07-2021)“…Radiogenomics use non-invasively obtained imaging data, such as magnetic resonance imaging (MRI), to predict critical biomarkers of patients. Developing an…”
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Multi-omics and clustering analyses reveal the mechanisms underlying unmet needs for patients with lung adenocarcinoma and identify potential therapeutic targets
Published in Molecular cancer (02-09-2024)“…The cancer genome contains several driver mutations. However, in some cases, no known drivers have been identified; these remaining areas of unmet needs,…”
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Mechanism of ERBB2 gene overexpression by the formation of super-enhancer with genomic structural abnormalities in lung adenocarcinoma without clinically actionable genetic alterations
Published in Molecular cancer (11-06-2024)“…In an extensive genomic analysis of lung adenocarcinomas (LUADs), driver mutations have been recognized as potential targets for molecular therapy. However,…”
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Computed tomographic colonography with a reduced dose of laxative using a novel barium sulfate contrast agent in Japan
Published in Japanese journal of radiology (01-03-2019)“…Purpose To test the tagging efficacy, patient acceptability, and accuracy of computed tomographic colonography (CTC) with a reduced dose of laxative using a…”
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A New Era of Neuro-Oncology Research Pioneered by Multi-Omics Analysis and Machine Learning
Published in Biomolecules (Basel, Switzerland) (12-04-2021)“…Although the incidence of central nervous system (CNS) cancers is not high, it significantly reduces a patient's quality of life and results in high mortality…”
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Colorectal laterally spreading tumors by computed tomographic colonography
Published in International journal of molecular sciences (03-12-2013)“…To date, few reports focused primarily on detecting colorectal laterally spreading tumors (LSTs) have been published. The aim of this study was to determine…”
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Non-enhanced CT versus contrast-enhanced CT in integrated PET/CT studies for nodal staging of rectal cancer
Published in European journal of nuclear medicine and molecular imaging (01-10-2007)“…The purpose of the present study was to determine the diagnostic accuracy of non-enhanced CT and contrast-enhanced CT in integrated PET/CT studies for…”
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Appropriate imaging utilization in Japan: a survey of accredited radiology training hospitals
Published in Japanese journal of radiology (01-11-2017)“…Purpose To survey whether imaging is being performed appropriately in Japan, and to survey whether radiologists intervene to ensure imaging requests are…”
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Ability of preoperative 3.0-Tesla magnetic resonance imaging to predict the absence of side-specific extracapsular extension of prostate cancer
Published in International journal of urology (01-10-2013)“…Objective Recent studies have shown an improvement in prostate cancer diagnosis with the use of 3.0‐Tesla magnetic resonance imaging. We retrospectively…”
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Comparative performance of a primary-reader and second-reader paradigm of computer-aided detection for CT colonography in a low-prevalence screening population
Published in Japanese journal of radiology (01-05-2013)“…Objective To compare the efficacy of computer-aided detection (CAD) for computed tomographic colonography (CTC) when employed as either primary-reader or…”
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Prediction of treatment outcomes in patients with chest wall sarcoma: evaluation with PET/CT
Published in Japanese journal of clinical oncology (01-10-2012)“…The aim of this study was to investigate the prognostic implications of (18)F-2-fluoro-2-deoxy-d-glucose positron emission tomography/computed tomography in…”
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A case of ganglioneuroma presenting abnormal FDG uptake
Published in Annals of nuclear medicine (01-06-2006)“…We report a case of ganglioneuroma with abnormal 18F-fluorodeoxyglucose (FDG) uptake. A 26-year-old woman presented to the hospital with a slowly growing…”
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