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- Volume 16, Issue 8, 2020
Current Medical Imaging - Volume 16, Issue 8, 2020
Volume 16, Issue 8, 2020
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A Review of Various Machine Learning Techniques for Brain Tumor Detection from MRI Images
Authors: Aaishwarya S. Bajaj and Usha ChouhanBackground: This paper endeavors to identify an expedient approach for the detection of the brain tumor in MRI images. The detection of tumor is based on i) review of the machine learning approach for the identification of brain tumor and ii) review of a suitable approach for brain tumor detection. Discussion: This review focuses on different imaging techniques such as X-rays, PET, CT- Scan, and MRI. This survey identifies Read More
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Deep Learning: A Breakthrough in Medical Imaging
Authors: Hafiz M. Ahmad, Muhammad Jaleed Khan, Adeel Yousaf, Sajid Ghuffar and Khurram KhurshidDeep learning has attracted great attention in the medical imaging community as a promising solution for automated, fast and accurate medical image analysis, which is mandatory for quality healthcare. Convolutional neural networks and its variants have become the most preferred and widely used deep learning models in medical image analysis. In this paper, concise overviews of the modern deep learning models appli Read More
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Role of Nuclear Imaging in Cardiac Amyloidosis Management: Clinical Evidence and Review of Literature
Cardiac amyloidosis (CA) is an infiltrative disease characterized by the extracellular deposition of fibrils, amyloid, in the heart. The vast majority of patients with CA has one of two types between transthyretin amyloid (ATTR) and immunoglobulin light chain associated amyloid (AL), that have different prognosis and therapeutic options. CA is often underdiagnosed. The histological analysis of endomyocardial tissue is the gold st Read More
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Use of Three-dimensional Printing in the Development of Optimal Cardiac CT Scanning Protocols
By Zhonghua SunThree-dimensional (3D) printing is increasingly used in medical applications with most of the studies focusing on its applications in medical education and training, pre-surgical planning and simulation, and doctor-patient communication. An emerging area of utilising 3D printed models lies in the development of cardiac computed tomography (CT) protocols for visualisation and detection of cardiovascular disease. Specifi Read More
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Synthesis and Evaluation of 18F-INER-1577-3 as a Central Nervous System (CNS) Histone Deacetylase Imaging Agent
Authors: Ming-Hsin Li, Han-Chih Chang, Chun-Fang Feng, Hung-Wen Yu and Chyng-Yann ShiueBackground: Epigenetic dysfunction is implicated in many neurologic, psychiatric and oncologic diseases. Consequently, histone deacetylases (HDACs) inhibitors have been developed as therapeutic and imaging agents for these diseases. However, only a few radiotracers have been developed as HDACs imaging agents for the central nervous system (CNS). We report herein the synthesis and evaluation of [18F]INER-1 Read More
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Investigating Optimal Echo Times for Quantitative Susceptibility Mapping of Basal Ganglia Nuclei in the Healthy Brain
Authors: Wenping Fan, Xue Wang, Xingwen Zhang, Mengqi Liu, Qinglin Meng and Zhiye ChenBackground: Quantitative susceptibility mapping (QSM) technique had been used to measure the magnetic susceptibility of brain tissue in clinical practice. However, QSM presented echo-time (TE) dependence, and an appropriate number of echo-times (nTEs) for QSM became more important to obtain the reliable susceptibility value. Objective: The aim of the study was to explore the optimal nTEs for quantitative susceptibility Read More
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Contribution of Magnetic Resonance Imaging in Determining Lumpectomy Cavity in Breast Radiotherapy
Authors: Ozlem Demircioglu, Huseyin Tepetam, Ayfer A. Eren, Zerrin Ozgen, Fatih Demircioglu and Erkin AribalBackground: Accurate localization of the lumpectomy cavity is important for breast cancer radiotherapy after breast-conserving surgery (BCS), but the LC localization based on CT is often difficult to delineate accurately. The study aimed to compare CT-defined LC planning to MRI-defined findings in the supine position for higher soft-tissue resolution of MRI. Methods: Fifty-nine breast cancer patients underwent radiotherapy CT plan Read More
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Multi-level 3D Densenets for False-positive Reduction in Lung Nodule Detection Based on Chest Computed Tomography
Authors: Xiaoqi Lu, Yu Gu, Lidong Yang, Baohua Zhang, Ying Zhao, Dahua Yu, Jianfeng Zhao, Lixin Gao, Tao Zhou, Yang Liu and Wei ZhangObjective: False-positive nodule reduction is a crucial part of a computer-aided detection (CADe) system, which assists radiologists in accurate lung nodule detection. In this research, a novel scheme using multi-level 3D DenseNet framework is proposed to implement false-positive nodule reduction task. Methods: Multi-level 3D DenseNet models were extended to differentiate lung nodules from falsepositive nodules. First, di Read More
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Evaluation of Cardiac Scan in Diagnosing Coronary-artery Disease
Authors: Zubaida Butaish, Masheal Alajmi, Arouba Elahi and Saeed M. BafarajBackground: With the evaluation of focal epicardial coronary stenosis and non-obstructive atherosclerosis, the cardiac scans play a significant role in diagnosing coronary artery disease (CAD). Moreover, the advancements in the imaging techniques leading to improved risk assessment and timely therapies help in early diagnosis of CAD with greater accuracy. Aims: To evaluate the role of cardiac scan in diagnosing CAD. Meth Read More
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Imaging Strategies for Rectal Cancer Initial Staging: Does Pelvic Computed Tomography Provide Significantly Additional Findings when High-resolution Magnetic Resonance Imaging has Been Performed?
Authors: Li-Yan Liu and Li-Heng LiuBackground: Initial staging of rectal cancer is done by high-resolution magnetic resonance imaging (MRI), however, pelvic computed tomography (CT) is also frequently used. The aim of this study was to evaluate the added clinical benefit of pelvic CT or whether it can alter the initial staging or not. Methods: The study was composed of 187 patients with rectal cancer. Firstly, imaging except pelvic CT was evaluated. Secondly, the Read More
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Image Encryption Method Using New Concept of Compound Blood Transfusion Rule with Multiple Chaotic Maps
Authors: Ranu Gupta, Rahul Pachauri and Ashutosh K. SinghIntroduction: With the advancement in internet technology, a large amount of information in the form of data and image is transferred from one end to the other. The information may be military, defense, medical, etc. which should be kept confidential by providing security. Objective: The aim of this article will be to provide security to the image. This is achieved by applying the image encryption method which converts the origi Read More
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Papillary Tumor of the Pineal Region with Parinaud Syndrome: A Case Report
Authors: Lale Damgacı, Büşra Hayat and Servet GüreşçiBackround: Less than 1% of all intracranial tumors are in the pineal region. Papillary tumor of the pineal region is considered one of four pineal parenchymal tumors according to the 2007 World Health Organisation classification of central nervous system tumors. It is mostly seen in the middle age and it is rare under the age of 17 in the literature. In this report, we aim to present a case with papillary tumor of the pineal Read More
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Imaging Features of Carcinosarcoma Arising from Adenofibroma of the Uterus: A Case Report
Authors: Jiyun Oh, Sung Bin Park, Byoung Hee Han, Hye-Sun Kim, Eun Sun Lee and Hyun Jeong ParkBackground: Adenofibroma is a benign tumor composed histologically of epithelial elements and mesenchymal stroma. Carcinosarcoma is a malignant neoplasm that contains elements of carcinoma and sarcoma. Carcinosarcoma arising from adenofibroma of the uterus has never been reported in the literature in English language. Case Presentaion: We report a case of a 56-year-old woman who complained vaginal spott Read More
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Multiple Osteomas of Eustachian Tube Causing Ipsilateral Otitis Media
More LessBackground: Middle ear ventilation and the drainage of secretions are the basic functions of the eustachian tube. Eustachian tube (ET) dysfunction can lead to otitis media. Multiple causes of ET dysfunction exist; ET obstruction is one of them. Osseous obliteration of ET is quite rare. In the literature, there are two cases of solitary osteoma and a case of hamartoma with an osseous content in the ET. Herein, this report descr Read More
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Coexistence of Ectopic Posterior Pituitary and Sellar/Suprasellar Arachnoid Cyst: A Case Report
Authors: Suzan Saylisoy and Goknur YorulmazBackground: The ectopic posterior pituitary (EPP) is a rare condition characterized by the ectopic location of the posterior pituitary lobe associated with varying degrees of stalk anomalies. The arachnoid cysts (AC) are benign lesions of the arachnoid, which account for 1% of all intracranial space-occupying lesions. Sellar/suprasellar ACs account for approximately 1% of all ACs. This is the first case of coexistence EPP with sel Read More
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Volumes & issues
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Volume 21 (2025)
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Volume 20 (2024)
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Volume 19 (2023)
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Volume 18 (2022)
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Volume 17 (2021)
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Volume 16 (2020)
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Volume 15 (2019)
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Volume 14 (2018)
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Volume 13 (2017)
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Volume 12 (2016)
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Volume 11 (2015)
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Volume 10 (2014)
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Volume 9 (2013)
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Volume 8 (2012)
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Volume 7 (2011)
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Volume 6 (2010)
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Volume 5 (2009)
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Volume 4 (2008)
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Volume 3 (2007)
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Volume 2 (2006)
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Volume 1 (2005)
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