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Issues And Trends In Healthcare Delivery System01:29

Issues And Trends In Healthcare Delivery System

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The issues and trends in healthcare delivery are constantly changing. The COVID-19 pandemic is one recent issue that wreaked havoc on healthcare systems, causing a shortage of healthcare workers, high demand for medicines and supplies, and increased medical expenditure due to a lack of insurance. Other issues include rising healthcare costs and care fragmentation.
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
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Brain Imaging01:14

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Brain imaging technologies provide critical insights into both the structure and function of the human brain, enabling medical professionals and researchers to diagnose, study, and treat neurological disorders or psychiatric disorders more effectively.
These technologies include computerized axial tomography (CAT or CT scans), positron-emission tomography (PET scans),  magnetic resonance imaging (MRI),  functional magnetic resonance imaging (fMRI), and Transcranial Magnetic...
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Imaging Studies I: CT and MRI01:14

Imaging Studies I: CT and MRI

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Introduction: MRI and CT scans are crucial advancements in medical imaging techniques, playing a vital role in diagnosing conditions related to the gastrointestinal (GI) system. Each scan serves distinct purposes, targets specific areas, and requires unique nursing duties.
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Computed Tomography (CT) scan:
Computed Tomography (CT) scans use X-ray technology to generate detailed images of bones, organs, and tissues. During the scan, the patient lies on a moving table...
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Imaging Studies III: Computed Tomography01:27

Imaging Studies III: Computed Tomography

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DefinitionComputed Tomography (CT) of the genitourinary (GU) tract is a non-invasive imaging modality that utilizes X-rays and computer processing to generate detailed cross-sectional images of the urinary system, encompassing the kidneys, ureters, bladder, and adjacent structures such as the adrenal glands.PurposeCT scans of the GU tract serve several diagnostic and therapeutic purposes, including:Diagnosis of Urinary Tract Diseases: Detects kidney stones, tumors, cysts, and congenital...
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Magnetic Resonance Imaging01:24

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Magnetic resonance imaging (MRI) is a noninvasive medical imaging technique based on a phenomenon of nuclear physics discovered in the 1930s, in which matter exposed to magnetic fields and radio waves was found to emit radio signals. In 1970, a physician and researcher named Raymond Damadian noticed that malignant (cancerous) tissue gave off different signals than normal body tissue. He applied for a patent for the first MRI scanning device in clinical use by the early 1980s. The early MRI...
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Computed Tomography01:10

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Tomography refers to imaging by sections. Computed tomography (CT) is a non-invasive imaging technique that uses computers to analyze several cross-sectional X-rays to reveal minute details about structures in the body.
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相关实验视频

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Introduction of an Integrated Pathology Image Management, Artificial Intelligence, and Reporting System
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诊断成像中的人工智能:合作资产还是迫在眉的替代品?

José Evando da Silva-Filho1,2, André Wescley Oliveira de Aguiar3, Caio Marques Silva4

  • 1Department of Dental Radiology and Imaging, Faculty of Dentistry, University of Fortaleza, 587 Dr. Valmir Pontes Avenue, Edson Queiroz, Fortaleza, Ceará, 60812-020, Brazil. silvafilhoje@gmail.com.

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概括

诊断成像中的人工智能 (AI) 是有前途的,但也面临着挑战. 负责任的实施需要明确的指导方针,以确保人工智能支持,而不是取代放射科医生的专业知识.

关键词:
人工智能的人工智能是人工智能.牙科成像 牙科成像牙科放射学 牙科放射学诊断成像诊断成像的使用放射学 放射学是一门学科.

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科学领域:

  • 医疗成像医学成像
  • 人工智能的人工智能
  • 临床诊断 临床诊断 临床诊断

背景情况:

  • 人工智能 (AI) 在诊断成像方面正在迅速发展.
  • 关于人工智能的作用,出现了关键问题:协作与取代人类专业知识.
  • 目前关于人工智能应用的证据,临床,伦理和法律挑战需要审查.

研究的目的:

  • 审查目前关于人工智能在诊断成像中的应用的证据.
  • 专注于人工智能带来的临床,伦理和法律挑战.
  • 倡导在医疗保健中负责任地实施人工智能.

主要方法:

  • 审查当前关于AI在诊断成像中的证据.
  • 讨论临床,伦理和法律方面的挑战.
  • 对人工智能整合的财务和实际影响的分析.

主要成果:

  • 人工智能模型在检测异常和优化工作流程方面表现有前途.
  • 许多人工智能模型受到狭窄数据集的限制,缺乏外部验证.
  • 伦理问题包括算法透明度,偏见,问责制和监管监督需求.

结论:

  • 放射科医生对于图像解释和验证AI输出至关重要.
  • 过度依赖人工智能可能会侵蚀诊断技能;负责任的实施是关键.
  • 人工智能应该支持,而不是取代医疗保健专业人员的专业知识和判断力.