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Detection of Omicron Caused Pneumonia from Radiology Images Using Convolution Neural Network(CNN)
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作者 Arfat Ahmad Khan Malik Muhammad Ali Shahid +4 位作者 Rab Nawaz Bashir Salman Iqbal Arshad Shehzad Ahmad Shahid Javeria Maqbool Chitapong Wechtaisong 《Computers, Materials & Continua》 SCIE EI 2023年第2期3743-3761,共19页
COVID-19 disease caused by the SARS-CoV-2 virus has created social and economic disruption across theworld.The ability of the COVID-19 virus to quickly mutate and transfer has created serious concerns across the world... COVID-19 disease caused by the SARS-CoV-2 virus has created social and economic disruption across theworld.The ability of the COVID-19 virus to quickly mutate and transfer has created serious concerns across the world.It is essential to detectCOVID-19 infection caused by different variants to take preventive measures accordingly.The existing method of detection of infections caused by COVID-19 and its variants is costly and time-consuming.The impacts of theCOVID-19 pandemic in developing countries are very drastic due to the unavailability of medical facilities and infrastructure to handle the pandemic.Pneumonia is the major symptom of COVID-19 infection.The radiology of the lungs in varies in the case of bacterial pneumonia as compared to COVID-19-caused pneumonia.The pattern of pneumonia in lungs in radiology images can also be used to identify the cause associated with pneumonia.In this paper,we propose the methodology of identifying the cause(either due to COVID-19 or other types of infections)of pneumonia from radiology images.Furthermore,because different variants of COVID-19 lead to different patterns of pneumonia,the proposed methodology identifies pneumonia,the COVID-19 caused pneumonia,and Omicron caused pneumonia from the radiology images.To fulfill the above-mentioned tasks,we have used three Convolution Neural Networks(CNNs)at each stage of the proposed methodology.The results unveil that the proposed step-by-step solution enhances the accuracy of pneumonia detection along with finding its cause,despite having a limited dataset. 展开更多
关键词 COVID-19 PNEUMONIA radiology images omicron convolution neural network(CNN) microscopy
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CVIP-Net: A Convolutional Neural Network-Based Model for Forensic Radiology Image Classification
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作者 Syeda Naila Batool Ghulam Gilanie 《Computers, Materials & Continua》 SCIE EI 2023年第1期1319-1332,共14页
Automated and autonomous decisions of image classification systems have essential applicability in this modern age even.Image-based decisions are commonly taken through explicit or auto-feature engineering of images.I... Automated and autonomous decisions of image classification systems have essential applicability in this modern age even.Image-based decisions are commonly taken through explicit or auto-feature engineering of images.In forensic radiology,auto decisions based on images significantly affect the automation of various tasks.This study aims to assist forensic radiology in its biological profile estimation when only bones are left.A benchmarked dataset Radiology Society of North America(RSNA)has been used for research and experiments.Additionally,a locally developed dataset has also been used for research and experiments to cross-validate the results.A Convolutional Neural Network(CNN)-based model named computer vision and image processing-net(CVIP-Net)has been proposed to learn and classify image features.Experiments have also been performed on state-of-the-art pertained models,which are alex_net,inceptionv_3,google_net,Residual Network(resnet)_50,and Visual Geometry Group(VGG)-19.Experiments proved that the proposed CNN model is more accurate than other models when panoramic dental x-ray images are used to identify age and gender.The specially designed CNN-based achieved results in terms of standard evaluation measures including accuracy(98.90%),specificity(97.99%),sensitivity(99.34%),and Area under the Curve(AUC)-value(0.99)on the locally developed dataset to detect age.The classification rates of the proposed model for gender estimation were 99.57%,97.67%,98.99%,and 0.98,achieved in terms of accuracy,specificity,sensitivity,and AUC-value,respectively,on the local dataset.The classification rates of the proposed model for age estimation were 96.80%,96.80%,97.03%,and 0.99 achieved in terms of accuracy,specificity,sensitivity,and AUC-value,respectively,on the RSNA dataset. 展开更多
关键词 Bones forensic analysis forensic radiology biology profile estimation age&gender estimation using dental x-ray images
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Radiation Doses in Diagnostic Radiology and Method for Dose Reduction
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作者 Taha M. Taha Hoda A. Ahmed Fathy A. Shaheen 《Open Journal of Radiology》 2023年第1期34-41,共8页
Objective: The current research study aims to calculate entrance surface air kerma for skull, chest, cervical spine, lumbar spine, and pelvic X-ray examinations in interior posterior and posterior interior positions a... Objective: The current research study aims to calculate entrance surface air kerma for skull, chest, cervical spine, lumbar spine, and pelvic X-ray examinations in interior posterior and posterior interior positions and generate a method for chest dose reduction to decrease radiation risk. Materials and Methods: The indirect dose measurement was used in the current research. The X-ray tube output was measured using RAD-CHECK Plus ionization chamber and the indirect entrance surface air kerma was calculated via applying physical acquisition parameters such as a focus on skin distance, tube current times exposure time (mAs), and applied tube voltage (kV), and applying a mathematical model. Results: The main findings were obtained from comparing the radiation doses with the reference levels of International organizations such as the American College of Radiology and the International Atomic Energy Authority. The mean entrance skin dose for the skull (AP), skull (PA), skull (LAT), cervical spine (PA), cervical spine (LAT), lumbar spine (AP), lumbar spine (LAT), pelvis (AP), and pelvis (LAT) of adult X-ray examinations was within the diagnostic reference dose level values obtained by ACR (2018) except for the ESD for chest (AP) which was 0.88 mGy. Conclusions: The results of the study concluded that by adjusting the applied tube voltage, kV, and tube current product time, mAs decreased the radiation dose to the chest X-ray by 58%. 展开更多
关键词 radiology Entrance Skin Dose Chest X-Ray Dose Minimization
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Current status of radiology in China
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作者 Zeng SM Zhou KR +5 位作者 Zhang ZY Peng WJ Yang FH Lin J Yang J Han XY 《World Journal of Gastroenterology》 SCIE CAS CSCD 2000年第2期193-197,共5页
INTRODUCTIONRadiology has been greatly advanced in China sinceits founding in 1949 and has been developed fasterand further more since China adopted the policy ofsocioeconomic reform in 1978.It plays anincreasingly im... INTRODUCTIONRadiology has been greatly advanced in China sinceits founding in 1949 and has been developed fasterand further more since China adopted the policy ofsocioeconomic reform in 1978.It plays anincreasingly important role in the medical healthcare and treatment in the country and has reachedthe world’s advanced level in certain fields.We nowbriefly review the history of China’s radiology so asto give a clear picture of its development. 展开更多
关键词 radiology/history radiology/leducation radiology/trends China
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为 interventional neuroradiologist 的诊断 neuroradiology
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作者 Vitor Mendes Pereira Maria Isabel Vargas +4 位作者 Ana Marcos Philippe Bijlenga Ana Paula Narata Sven Haller Karl-Olof Lvblad 《World Journal of Radiology》 CAS 2013年第11期386-397,共12页
In order to further improve the impact of the continuously evolving neurointerventional techniques, the interventional neuroradiologist needs to have at his disposal more powerful techniques to image the central nervo... In order to further improve the impact of the continuously evolving neurointerventional techniques, the interventional neuroradiologist needs to have at his disposal more powerful techniques to image the central nervous system. With the recent development of diagnostics techniques that are computed tomography and magnetic resonance based we are now able to assess not just morphology, but also physiology, physiopathology and function. This review discusses the place of diagnostic techniques in the evaluation that the interventional neuroradiologist hast to make when confronted with patients. We provide an overview of current techniques for the brain and spine. 展开更多
关键词 NEUROradiology BRAIN Imaging MAGNETIC RESONANCE INTERVENTIONAL radiology
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Current trends and perspectives in interventional radiology for gastrointestinal cancers
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作者 Elisa Reitano Nicola de'Angelis +5 位作者 Giorgio Bianchi Letizia Laera Stavros Spiliopoulos Roberto Calbi Riccardo Memeo Riccardo Inchingolo 《World Journal of Radiology》 2021年第10期314-326,共13页
Gastrointestinal(GI)cancers often require a multidisciplinary approach involving surgeons,endoscopists,oncologists,and interventional radiologists to diagnose and treat primitive cancers,metastases,and related complic... Gastrointestinal(GI)cancers often require a multidisciplinary approach involving surgeons,endoscopists,oncologists,and interventional radiologists to diagnose and treat primitive cancers,metastases,and related complications.In this context,interventional radiology(IR)represents a useful minimally-invasive tool allowing to reach lesions that are not easily approachable with other techniques.In the last years,through the development of new devices,IR has become increasingly relevant in the context of a more comprehensive management of the oncologic patient.Arterial embolization,ablative techniques,and gene therapy represent useful and innovative IR tools in GI cancer treatment.Moreover,IR can be useful for the management of GI cancer-related complications,such as bleeding,abscesses,GI obstructions,and neurological pain.The aim of this study is to show the principal IR techniques for the diagnosis and treatment of GI cancers and related complications,as well as to describe the future perspectives of IR in this oncologic field. 展开更多
关键词 Interventional radiology radiology Colorectal cancer Gastric cancer MALIGNANCY EMBOLIZATION
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Awareness of Radiologists and Radiographers toward Patient Care in the Interventional Radiology Department
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作者 Mazin A. Hassib Taif T. Hejji +4 位作者 Maryh Y. Qaisi Rozan M. Alharbi Lujain A. Fati Ghadi S. Alahmadi Mjdoleen M. Alshabihi 《Open Journal of Radiology》 2022年第3期142-154,共13页
Background: The hospitals and health care centres are organized around the patient, a model in which healthcare providers partner with patients and families to identify and satisfy patients’ needs and preferences. Pr... Background: The hospitals and health care centres are organized around the patient, a model in which healthcare providers partner with patients and families to identify and satisfy patients’ needs and preferences. Providers respect patients’ values and preferences, address their emotional and social needs, and involve them and their families in decision making. According to the best of our knowledge, there is no evidence to prove, radiologists and radiographers are aware enough about the patient safety, care, and code of conduct with their patients in the interventional radiology department. Objective: This article aims to measure the awareness of radiologists and radiographers toward care and safety in an interventional radiology department. Material and Method: This study was carried in period from 15 February to 20 April 2022. One hundred sixty-four radiographers and radiologists participating in this study completed the questionnaire, which equals a response rate of approximately 82%. The questionnaire was fully completed by almost all responders;only a few of them gave partial answers. Results: The first question for radiographers and radiologists was “the sufficient awareness about the patient safety and care during the interventional radiology procedure. Also, the majority of the radiographers and radiologists are providing the patients with sufficient information when he/she ask for help or queries. A large number of radiographers and radiologists were participating in this study explaining the procedures to patients before starting the examinations in a structured way. Finally, the result shows both radiographers and radiologists respect the patient’s rights, privacy, and dignity and also kept the radiation protection during the interventional radiology procedures. Conclusion: This article summarizes the key categories of awareness of patient care issues in the provision of interventional radiology services, from the joint perspectives of radiographers and radiologists, and provides references for further reading in all major relevant areas. 展开更多
关键词 Interventional radiology Patients Care Awareness in Interventional radiology
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Role of interventional radiology in the management of acute gastrointestinal bleeding 被引量:8
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作者 Raja S Ramaswamy Hyung Won Choi +4 位作者 Hans C Mouser Kazim H Narsinh Kevin C McCammack Tharintorn Treesit Thomas B Kinney 《World Journal of Radiology》 CAS 2014年第4期82-92,共11页
Acute gastrointestinal bleeding(GIB) can lead to significant morbidity and mortality without appropriate treatment. There are numerous causes of acute GIB including but not limited to infection, vascular anomalies, in... Acute gastrointestinal bleeding(GIB) can lead to significant morbidity and mortality without appropriate treatment. There are numerous causes of acute GIB including but not limited to infection, vascular anomalies, inflammatory diseases, trauma, and malignancy. The diagnostic and therapeutic approach of GIB depends on its location, severity, and etiology. The role of interventional radiology becomes vital in patients whose GIB remains resistant to medical and endoscopic treatment. Radiology offers diagnostic imaging studies and endovascular therapeutic interventions that can be performed promptly and effectively with successful outcomes. Computed tomography angiography and nuclear scintigraphy can localize the source of bleeding and provide essential information for the interventional radiologist to guide therapeutic management with endovascular angiography and transcatheter embolization. This review article provides insight into the essential role of Interventional Radiology in the management of acute GIB. 展开更多
关键词 INTERVENTIONAL radiology Angiography Therapeutic MANAGEMENT Upper GASTROINTESTINAL BLEEDING Lower GASTROINTESTINAL BLEEDING EMBOLIZATION
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Importance of establishing radiation protection culture in Radiology Department 被引量:4
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作者 Agapi Ploussi Efstathios P Efstathopoulos 《World Journal of Radiology》 CAS 2016年第2期142-147,共6页
The increased use of ionization radiation for diagnostic and therapeutic purposes, the rapid advances in computed tomography as well as the high radiation doses delivered by interventional procedures have raised serio... The increased use of ionization radiation for diagnostic and therapeutic purposes, the rapid advances in computed tomography as well as the high radiation doses delivered by interventional procedures have raised serious safety and health concerns for both patients and medical staff and have necessitated the establishment of a radiation protection culture(RPC) in every Radiology Department. RPC is a newly introduced concept. The term culture describes the combination of attitudes, beliefs, practices and rules among the professionals, staff and patients regarding to radiation protection. Most of the time, the challenge is to improve rather than to build a RPC. The establishment of a RPC requires continuing education of the staff and professional, effective communication among stakeholders of all levels and implementation of quality assurance programs. The RPC creation is being driven from the highest level. Leadership, professionals and associate societies are recognized to play a vital role in the embedding and promotion of RPC in a Medical Unit. The establishment of a RPC enables the reduction of the radiation dose, enhances radiation risk awareness, minimizes unsafe practices, and improves the quality of a radiation protection program. The purpose of this review paper is to describe the role and highlight the importance of establishing a strong RPC in Radiology Departments with an emphasis on promoting RPC in the Interventional Radiology environment. 展开更多
关键词 RADIATION protection CULTURE RADIATION safety radiology DEPARTMENT INTERVENTIONAL radiology
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Spectrum of diagnostic errors in radiology 被引量:2
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作者 Antonio Pinto Luca Brunese 《World Journal of Radiology》 CAS 2010年第10期377-383,共7页
Diagnostic errors are important in all branches of medicine because they are an indication of poor patient care. Since the early 1970s,physicians have been subjected to an increasing number of medical malpractice clai... Diagnostic errors are important in all branches of medicine because they are an indication of poor patient care. Since the early 1970s,physicians have been subjected to an increasing number of medical malpractice claims. Radiology is one of the specialties most liable to claims of medical negligence.Most often,a plaintiff's complaint against a radiologist will focus on a failure to diagnose. The etiology of radiological error is multi-factorial.Errors fall into recurrent patterns.Errors arise from poor technique,failures of perception,lack of knowledge and misjudgments.The work of diagnostic radiology consists of the complete detection of all abnormalities in an imaging examination and their accurate diagnosis. Every radiologist should understand the sources of error in diagnostic radiology as well as the elements of negligence that form the basis of malpractice litigation.Error traps need to be uncovered and highlighted,in order to prevent repetition of the same mistakes.This article focuses on the spectrum of diagnostic errors in radiology, including a classification of the errors,and stresses the malpractice issues in mammography,chest radiology and obstetric sonography.Missed fractures in emergency and communication issues between radiologists and physicians are also discussed. 展开更多
关键词 DIAGNOSTIC radiology Medical NEGLIGENCE MEDICO-LEGAL problems OBSERVER performance RADIOLOGICAL error
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The Journey of Interventional Radiology in China 被引量:5
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作者 Xiaoming Yang 《Journal of Interventional Medicine》 2018年第1期3-4,共2页
The first balloon angioplasty performed by Dr.Charles T.Dotter in 1964 marked the birth of a new discipline in radiology(1),which was initially named'interventional diagnostic radiology'by Dr.Alexander R.Margu... The first balloon angioplasty performed by Dr.Charles T.Dotter in 1964 marked the birth of a new discipline in radiology(1),which was initially named'interventional diagnostic radiology'by Dr.Alexander R.Margulis in 1967(2),and later defined as'Interventional Radiology(IR)'by Dr.Sidney Wallace in 1976(3).Along with the wide adaptation of Seldinger’s technique for percutaneous vascular access(4),interventional radiology expanded the horizon of traditional radiology. 展开更多
关键词 INTERVENTIONAL radiology China
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Evaluation of CdZnTe spectrometer performance in measuring energy spectra during interventional radiology procedure 被引量:1
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作者 Lin Chai Lian Chen +7 位作者 Cui-Ping Yang Dong-Dong Zhou Meng-Meng Yang Wei-Wei Qu Gao-Long Zhang Da-Qian Hei Shou-Ping Xu Xin-Jian Chen 《Nuclear Science and Techniques》 SCIE CAS CSCD 2019年第9期55-60,共6页
Interventional radiology has been beneficial for patients for over 30 years of age with the combination of diagnostic and therapeutic methods. The radiation affecting occupationally exposed workers should be evaluated... Interventional radiology has been beneficial for patients for over 30 years of age with the combination of diagnostic and therapeutic methods. The radiation affecting occupationally exposed workers should be evaluated by means of the energy spectra and flux of X-rays in the treatment room. The present study aims to obtain the energy spectra of interventional procedures and study the capability of some detectors to evaluate the dose in interventional procedures. These measurements were taken by silicon-drift, CdTe, and CdZnTe detectors. The energy spectra were corrected by the energy-response curve of each detector. The energy-response curves of silicon-drift and CdTe detectors provided by the manufacturers specification were used. The energy response of the CdZnTe detector was measured by 133Ba and 152Eu γ sources. The experimental data were compared with the simulation results, and their perfect agreement provides a way to correct the energy or dose response, which can be used for the personal dosimeter developed by our group. Moreover, the measured energy spectra can be used in individual radiation protection. The present study shows that the CdZnTe detector is a good candidate detector in interventional procedures. 展开更多
关键词 INTERVENTIONAL radiology procedures Energyresponse CURVE Energy spectrum Radiation protection
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100 classic papers of interventional radiology: A citation analysis 被引量:1
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作者 Matthew T Crockett Ronan FJ Browne +1 位作者 Peter J Mac Mahon Leo Lawler 《World Journal of Radiology》 CAS 2015年第4期79-86,共8页
AIM: To define the 100 citation classic papers of interventional radiology.METHODS: Using the database of Journal Citation Reports the 40 highest impact factor radiology journals were chosen. From these journals the 1... AIM: To define the 100 citation classic papers of interventional radiology.METHODS: Using the database of Journal Citation Reports the 40 highest impact factor radiology journals were chosen. From these journals the 100 most cited interventional radiology papers were chosen and analysed.RESULTS: The top paper received 2497 citations and the 100 th paper 200 citations. The average number of citations was 320. Dates of publication ranged from 1953- 2005. Most papers originated in the United States(n = 67) followed by Italy(n = 20) and France(n = 10). Harvard University(n = 18) and Osped Civile(n = 11) were the most prolific institutions. Ten journals produced all of the top 100 papers with "Radiology" and "AJR" making up the majority. SN Goldberg and T Livraghi were the most prolific authors. Nearly two thirds of the papers(n = 61) were published after 1990.CONCLUSION: This analysis identifies many of the landmark interventional radiology papers and provides a fascinating insight into the changing discourse within the field. It also identifies topics, authors and institutions which have impacted greatly on the specialty. 展开更多
关键词 INTERVENTIONAL radiology CITATION CLASSIC radiology CITATION CITATION ANALYSIS CLASSIC PAPERS
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Management and Reconfiguration of a Radiology Department under the Threat of Coronavirus Disease 2019:Experience from Wuhan 被引量:1
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作者 Meng TIAN Cong-cong LIU +1 位作者 Lu LONG Qiu-xia WANG 《Current Medical Science》 SCIE CAS 2020年第4期608-613,共6页
Summary:The corona virus disease 2019(COVID-19)is an emerging respiratory infectious disease caused by SARS-CoV-2,which first occurred in December 2019 in Wuhan,China.These days,in China,chest CT is used for diagnosis... Summary:The corona virus disease 2019(COVID-19)is an emerging respiratory infectious disease caused by SARS-CoV-2,which first occurred in December 2019 in Wuhan,China.These days,in China,chest CT is used for diagnosis of COVID-19,as an important complement to the reverse-transcription polymerase chain reaction(RT-PCR)test.Because of contacting with a large number of suspected or probable cases closely during chest CT examination,radiographers are easily infected with COVID-19.This article included the rearrangement of CT examination room in fever clinic,the rearrangement of human resources in radiology department,and the drafting of new operating procedures for radiologists who carry out CT examination on COVID-19 patients.This article also introduced the emergency management procedures of the department of radiology during the outbreak,and the experience of infection prevention for the staff of the department of radiology. 展开更多
关键词 COVID-19 MANAGEMENT RECONFIGURATION radiology department
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Risk management in radiology departments 被引量:1
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作者 Horea Craciun Kshitij Mankad Jeremy Lynch 《World Journal of Radiology》 CAS 2015年第6期134-138,共5页
Medical imaging and interventional radiology sustained prompt changes in the last few years, mainly as aresult of technology breakthroughs, rise in workload, deficit in workforce and globalization. Risk is considered ... Medical imaging and interventional radiology sustained prompt changes in the last few years, mainly as aresult of technology breakthroughs, rise in workload, deficit in workforce and globalization. Risk is considered to be the chance or possibility of incurring loss or of a negative event happening that may cause injury to patients or medical practitioners. There are various causes of risks leading to harm and injury in radiology departments, and it is one of the objectives of this paper to scrutinize some of the causes. This will drive to consideration of some of the approaches that are used in managing risks in radiology. This paper aims at investigating risk management in radiology, and this will be achieved through a thorough assessment of the risk control measures that are used in the radiology department. It has been observed that the major focus of risk management in such medical setting is to reduce and eliminate harm and injury to patients through integration of various medical precautions. The field of Radiology is rapidly evolving due to technology advances and the globalization of healthcare. This ongoing development will have a great impact on the level of quality of care and service delivery. Thus, risk management in radiology is essential in protecting the patients, radiologists, and the medical organization in terms of capital and widening of the reputation of the medical organization with the patients. 展开更多
关键词 RISK MANAGEMENT radiology PATIENT SAFETY
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Interventional radiology treatment for pulmonary embolism 被引量:1
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作者 Miguel A De Gregorio Jose A Guirola +3 位作者 Celia Lahuerta Carolina Serrano Ana L Figueredo William T Kuo 《World Journal of Radiology》 CAS 2017年第7期295-303,共9页
Venous thromboembolism(VTE) is an illness that has a potentially life-threatening condition that affects a large percentage of the global population. VTE with pulmonary embolism(PE) is the third leading cause of death... Venous thromboembolism(VTE) is an illness that has a potentially life-threatening condition that affects a large percentage of the global population. VTE with pulmonary embolism(PE) is the third leading cause of death after myocardial infarction and stroke. In the first three months after an acute PE, there is an estimated 15% mortality among submassive PE, and 68% mortality in massive PE. Current guidelines suggest fibrinolytic therapy regarding the clinical severity, however some studies suggest a more aggressive treatment approach. This review will summarize the available endovascular treatments and the different techniques with its indications and outcomes. 展开更多
关键词 Pulmonary embolism Massive pulmonary embolism Venous thromboembolism Pulmonary em-bolism treatment Submassive pulmonary embolism Catheter directed therapy Interventional radiology
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The Role of Interventional Radiology in Splenic Trauma 被引量:1
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作者 Arun Somanathan 《International Journal of Clinical Medicine》 CAS 2022年第11期548-559,共12页
The purpose of this case report is to discuss the different treatment options available in splenic trauma patients by following the story of Mr. H. I will focus particularly on the role of splenic arterial embolisatio... The purpose of this case report is to discuss the different treatment options available in splenic trauma patients by following the story of Mr. H. I will focus particularly on the role of splenic arterial embolisation (SAE)—an interventional radiological procedure—and how it weighs up against its surgical counterparts. In order to give a balanced view this case report includes a literature review around splenic artery embolisation. This report concludes that when managing splenic trauma, interventional radiology (IR) is a useful tool particularly when used in conjunction with surgery. The future of this field needs to allow SAE to become a stand-alone therapy. Furthermore, research needs to investigate which cohorts of patients are best suited to which intervention such that we can capitalise on the advantages of each intervention for the benefit of all. 展开更多
关键词 Interventional radiology SPLEEN TRAUMA SURGERY LAPAROSCOPY EMBOLISATION
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Interventional Radiology in Côte d’Ivoire: Analysis and Assessment of the Radiological Risk of the Surgical Team 被引量:1
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作者 Kouakou Omer Koudou Djakouri +3 位作者 Djoman Djama Alfred Agbo Gogon B. D. L. Huberson Monnehan Georges Alain Aka Antonin Koua 《Open Journal of Applied Sciences》 2021年第2期216-229,共14页
Ionizing radiation is widely used in medical practice for both diagnostic and therapeutic purposes. However, they are not devoid of adverse health effects on exposed operators. Therefore, we propose to assess the radi... Ionizing radiation is widely used in medical practice for both diagnostic and therapeutic purposes. However, they are not devoid of adverse health effects on exposed operators. Therefore, we propose to assess the radiological risk of the interventional radiology team of the International Polyclinic of Indénié of Abidjan during the procedures of Embolization of uterine fibromyomas. The effective and equivalent doses to the extremities and crystals were estimated by TLD dosimeters positioned at different body areas selected on the basis of a radiological analysis of the exposure of personnel during five procedures. The analysis of fluoroscopic and record times showed variability in or an average fluoroscopy time of 32.37 min with extremes of 25.14 to 56.32 min;average record time of 0.52 min with extremes of 0.12 min to 1 min. The annual effective doses were respectively, 4.04 mSv, 3.42 mSv, 2.84 mSv;2.28 mSv, in the Radiologist (R), Operator Assistant (O2);Anesthesiologist (A2), Manipulator (M2). The annual equivalent doses to the radiologist’s predominant extremities and lenses were left index and left lens with values of 37.07 mSv and 9.46 mSv. The estimated doses in our study are reassuring from a regulatory point of view of dose limits. The results of our work have shown no significant short-term danger to the health of personnel. 展开更多
关键词 Interventional radiology Embolization of Uterine Fibromyomas Radiological Risk Radiation Protection
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Artificial intelligence in gastrointestinal radiology: A review with special focus on recent development of magnetic resonance and computed tomography 被引量:1
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作者 Kai-Po Chang Shih-Huan Lin Yen-Wei Chu 《Artificial Intelligence in Gastroenterology》 2021年第2期27-41,共15页
Artificial intelligence(AI),particularly the deep learning technology,have been proven influential to radiology in the recent decade.Its ability in image classification,segmentation,detection and reconstruction tasks ... Artificial intelligence(AI),particularly the deep learning technology,have been proven influential to radiology in the recent decade.Its ability in image classification,segmentation,detection and reconstruction tasks have substantially assisted diagnostic radiology,and has even been viewed as having the potential to perform better than radiologists in some tasks.Gastrointestinal radiology,an important subspecialty dealing with complex anatomy and various modalities including endoscopy,have especially attracted the attention of AI researchers and engineers worldwide.Consequently,recently many tools have been developed for lesion detection and image construction in gastrointestinal radiology,particularly in the fields for which public databases are available,such as diagnostic abdominal magnetic resonance imaging(MRI)and computed tomography(CT).This review will provide a framework for understanding recent advancements of AI in gastrointestinal radiology,with a special focus on hepatic and pancreatobiliary diagnostic radiology with MRI and CT.For fields where AI is less developed,this review will also explain the difficulty in AI model training and possible strategies to overcome the technical issues.The authors’insights of possible future development will be addressed in the last section. 展开更多
关键词 Artificial intelligence Deep learning Image diagnosis radiology Magnetic resonance imaging Computed tomography
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What is the purpose of launching World Journal of Radiology?
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作者 Lian-Sheng Ma 《World Journal of Radiology》 CAS 2009年第1期1-2,共2页
The first issue of World Journal of Radiology(WJR),whose preparatory work was initiated on August 24,2009,will be published on December 31,2009.The WJR Editorial Board has now been established and consists of 303 dist... The first issue of World Journal of Radiology(WJR),whose preparatory work was initiated on August 24,2009,will be published on December 31,2009.The WJR Editorial Board has now been established and consists of 303 distinguished experts from 38 countries.Our purpose of launching WJR is to publish peer-reviewed,high-quality articles via an open-access online publishing model,thereby acting as a platform for communication between peers and the wider public,and maximizing the benefits to editorial board members,authors and readers. 展开更多
关键词 MAXIMIZATION of personal benefits Editorial board members Authors READERS EMPLOYEES World JOURNAL of radiology
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