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Unlocking Hidden Risks: Harnessing Artificial Intelligence (AI) to Detect Subclinical Conditions from an Electrocardiogram (ECG). 揭开隐藏的风险:利用人工智能(AI)从心电图(ECG)中检测亚临床病症。
Q3 Medicine Pub Date : 2024-07-01 DOI: 10.17849/insm-51-2-64-76.1
Emoke Posan, Rod Richie

Recent artificial intelligence (AI) advancements in cardiovascular medicine offer potential enhancements in diagnosis, prediction, treatment, and outcomes. This article aims to provide a basic understanding of AI enabled ECG technology. Specific conditions and findings will be discussed, followed by reviewing associated terminology and methodology. In the appendix, definitions of AUC versus accuracy are explained. The application of deep learning models enables detecting diseases from normal electrocardiograms at accuracy not previously achieved by technology or human experts. Results with AI enabled ECG are encouraging as they considerably exceeded current screening models for specific conditions (i.e., atrial fibrillation, left ventricular dysfunction, aortic stenosis, and hypertrophic cardiomyopathy). This could potentially lead to a revitalization of the utilization of the ECG in the insurance domain. While we are embracing the findings with this rapidly evolving technology, but cautious optimism is still necessary at this point.

人工智能(AI)在心血管医学领域的最新进展为诊断、预测、治疗和预后提供了潜在的提升空间。本文旨在介绍人工智能心电图技术的基本知识。文章将讨论具体病症和研究结果,然后回顾相关术语和方法。附录中将解释 AUC 与准确度的定义。应用深度学习模型可以从正常心电图中检测出疾病,其准确性是以前的技术或人类专家无法达到的。人工智能心电图的结果令人鼓舞,因为它们大大超过了目前针对特定病症(即心房颤动、左心室功能障碍、主动脉瓣狭窄和肥厚型心肌病)的筛查模型。这有可能使心电图在保险领域的应用重新焕发生机。虽然我们对这项快速发展的技术的研究结果表示欢迎,但目前仍有必要保持谨慎乐观的态度。
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引用次数: 0
Fetal Alcohol Spectrum Disorder. 胎儿酒精紊乱症。
Q3 Medicine Pub Date : 2024-07-01 DOI: 10.17849/insm-51-2-55-58.1
Rodney C Richie
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引用次数: 0
Cancer of the Larynx-20-Year Comparative Survival and Mortality Analysis by Age, Sex, Race, Stage, Grade, Cohort Entry Time-Period, Disease Duration and ICD-O-3 Topographic Primary Sites-Codes C32.0-9: A Systematic Review of 43,103 Cases for Diagnosis Years 1975-2017: (NCI SEER*Stat 8.3.9). 按年龄、性别、种族、分期、分级、队列进入时间段、病程和 ICD-O-3 地形原发部位代码 C32.0-9划分的喉癌-20 年生存率和死亡率比较分析:1975-2017 诊断年 43,103 例病例的系统回顾:(NCI SEER*Stat 8.3.9)。
Q3 Medicine Pub Date : 2024-07-01 DOI: 10.17849/insm-51-2-92-110.1
Anthony F Milano

Background: .-Laryngeal malignancy, "voice box" cancer, is uncommon with 12,620 estimated new cases and 3770 deaths in the United States in 2021,1 and represents only 6.2% of all respiratory system malignancies. The most significant risk factors are alcohol and tobacco consumption. Almost all cases (98%) of laryngeal cancer arise in the squamous epithelium, and in this analysis more than 75% are of well-or-moderately differentiated histopathology (Grades I&II). Local stage cancer (SEER Historic Staging) was more common than regional and distant stages combined (55.3% vs 44.7%). Tumors may arise above, below or at the level of the vocal folds and are described as supraglottic (encompassing the epiglottis, false vocal cords, ventricles, aryepiglottic fold and arytenoids), the glottis (encompassing the true vocal cords and the anterior and posterior commissures), and the subglottic region. In the National Cancer Institute's Surveillance, Epidemiology, End-Results (NCI-SEER) Data Research, 9 Registries, Nov 2019 Sub (1975-2017),2 laryngeal cancer occurred more commonly in men than in women, 80.7% vs 19.3%, respectively with a 4.2 to 1 ratio. Additionally, there are racial disparities with African Americans presenting at a younger age and having a higher incidence and mortality than Caucasians. In the 1975-2017 period, overall median patient age was 64.4 years with White Americans-64.8 years and Black Americans-61.5 years. Unfortunately, the 5-year relative survival rate has declined 4%, and excess death rate has risen 13% since 1975 with overall incidence declining.As a consequence, observed median survival is approximately 6.5-years for the total study-period pinpointing the need for further specialty research. This study follows the World Health Organization International Classification of Diseases for Oncology-3rd Edition (ICD-O-3)3 topographical identification, coding, labeling and listing of 43,103 patient-cases accessible for analysis in the United States National Cancer Institute's Surveillance, Epidemiology and End Results program (NCI SEER Research Data, 9 Registries, 1975-2017). These are located in 6 primary anatomical sites: C32.0-Glottis, C32.1-Supraglottis, C32.2-Subglottis, C32.3-Laryngeal cartilage, C32.8-Overlapping lesion of larynx, C32.9-Larynx, NOS.

Objectives: .-To update short- and long-term mortality and survival indices, and identify changing risk patterns for laryngeal cancer patients in a retrospective US population-based analysis, 1975-2017, using prognostic data stratified by ICD-O-3 Primary Site, age, sex, race, stage, histologic grade, two cohort entry time-periods (1975-1996 to 1997-2017), and disease duration to 20-years.

Methods: .-SEER*Stat v8.3.94 software (built March 12, 2021) was used to access SEER Research Data, 9 Registries, Nov. 2019 submission (1975-2017). For displaying risk, general methods and standard double decrement life table methodolog

喉癌最重要的风险因素是吸烟和饮酒。结论:.--虽然1980年至2017年的年发病率和死亡率有所下降,但喉癌生存率(SR)和死亡率(EDR)指数并没有随之改善,1975-1996年和1997-2017年分析队列之间,病程5年的所有分期病例的死亡率都在上升,而生存率却在下降。喉癌仍然是一项沉重的临床、社会和公共卫生挑战。
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引用次数: 0
Identification and Assessment of Undiagnosed Fetal Alcohol Spectrum Disorder: A Report of Three Cases. 鉴定和评估未确诊的胎儿酒精紊乱症:三个病例的报告。
Q3 Medicine Pub Date : 2024-07-01 DOI: 10.17849/insm-51-2-51-54.1
Vera F Dolan

Fetal alcohol spectrum disorder (FASD) and its associated physical and mental conditions is the most prevalent congenital impairment causing developmental and intellectual disability worldwide. Like alcohol abuse, FASD is typically undiagnosed by primary care providers. And like alcohol abuse, life underwriters and medical directors need to be aware of the signs, symptoms, and behaviors associated with FASD to accurately detect, identify, evaluate and assess the mortality risk. Three cases of suspected undiagnosed FASD that were underwritten for life expectancies in legal matters are discussed in this report. Not only were these patients' risks for excess mortality elevated due to their initial neurologic injury due to prenatal exposure to alcohol, but these cases demonstrate the importance of the stability and care needed to make them insurable. The following paper discusses the clinical and social settings at birth that may give underwriters and medical directors some clue to a potential case of the child having FASD and then to assess their statistical and lifestyle mortality risks.

胎儿酒精中毒谱系障碍(FASD)及其相关的身体和精神疾病是全球最普遍的先天性损伤,会导致发育和智力障碍。与酗酒一样,FASD 通常不会被初级保健提供者诊断出来。与酗酒一样,寿险承保人和医疗主管需要了解与 FASD 相关的体征、症状和行为,以便准确检测、识别、评估和评价死亡风险。本报告讨论了三例在法律事务中承保预期寿命的疑似未确诊 FASD 病例。这些患者不仅由于产前接触酒精导致最初的神经损伤而增加了超额死亡的风险,而且这些病例还证明了为使他们能够投保所需的稳定性和护理的重要性。下文讨论了出生时的临床和社会环境,这些环境可为核保人员和医疗主管提供一些线索,帮助他们了解儿童是否可能患有 FASD,进而评估他们在统计和生活方式方面的死亡风险。
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引用次数: 0
JIM Reading List. JIM 阅读清单。
Q3 Medicine Pub Date : 2024-07-01 DOI: 10.17849/insm-51-2-116-123.1
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引用次数: 0
Editor's Welcome. 编辑的欢迎。
Q3 Medicine Pub Date : 2024-05-28 DOI: 10.17849/insm-51-1-2-3.1
Rodney C Richie
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引用次数: 0
As We Start a New Journey Together. 当我们一起开始新的旅程。
Q3 Medicine Pub Date : 2024-05-28 DOI: 10.17849/insm-51-1-1-1.1
Michael Moore
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引用次数: 0
New Insurance Product Needed for Physicians: Coverage for Sham Peer Review and Hospital Immunity. 医生需要新的保险产品:为虚假同行评审和医院豁免提供保障。
Q3 Medicine Pub Date : 2023-07-01 DOI: 10.17849/insm-50-2-150-153.1
Rainer W G Gruessner, Robert Poston, Farid Gharagozloo

This commentary article highlights the need for an insurance product for hospital-employed physicians that provides coverage against sham peer review and a complete defense against wrongful hospital allegations of incompetent, whistleblowing, or disruptive behavior.

这篇评论文章强调了为医院聘用的医生提供一种保险产品的必要性,这种保险产品可提供针对虚假同行评审的保险,以及针对医院对医生不称职、告密或破坏性行为的错误指控的全面辩护。
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引用次数: 0
Number Needed to Treat (NNT): Evaluation Tool Used in Health and Wellness Program. 需要治疗的人数(NNT):用于健康和健康计划的评估工具。
Q3 Medicine Pub Date : 2023-07-01 DOI: 10.17849/insm-50-1-59-64.1
William Rooney

As life insurance companies evaluate prospective health and wellness programs, one frequently used tool is the number needed to treat (NNT) calculation. It is helpful to identify what the NNT might be for individual components of the program as well as for the whole program when all components are combined.

当人寿保险公司评估未来的健康和身心健康计划时,一个常用的工具是治疗所需人数(NNT)计算。当所有组件组合在一起时,确定程序的单个组件以及整个程序的NNT可能是什么是有帮助的。
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引用次数: 0
Correlates and Predictors of NT-proBNP in Life Insurance Applicants. 人寿保险申请人NT-proBNP的相关性和预测因素。
Q3 Medicine Pub Date : 2023-07-01 DOI: 10.17849/insm-50-1-65-73.1
Steven J Rigatti, Robert Stout

Objectives: -To document the various laboratory and demographic/historical correlates of NT-proBNP levels in applicants for life insurance, and to explore the accuracy of a prediction model based on those variables.

Method: -NT-proBNP blood test results were obtained from 1.34 million insurance applicants between the age of 50 and 85 years, beginning in 2003. Exploratory data analysis was carried out to document correlations with other laboratory variables, sex, age, and the presence of relevant diseases. Further, predictive models were used to quantify the proportion of the variance of NT-proBNP, which can be explained by a combination of these other, easier to determine variables.

Results: -NT-proBNP shows the expected, negative correlation with estimated glomerular filtration rate (eGFR) is markedly higher in those with a history of heart disease and is somewhat higher in those with a history of hypertension. A strong, unexpected, negative correlation between NT-proBNP and albumin was discovered. Of the variables evaluated, a multivariate adaptive regression spline (MARS) model automated selection procedure selected 7 variables (age, sex, albumin, eGFR, BMI, systolic blood pressure, cholesterol, and history of heart disease). Variable importance evaluation determined that age, albumin and eGFR were the 3 most important continuous variables in the prediction of NT-proBNP levels. An ordinary least squares (OLS) model using these same variables achieved a R-squared of 24.7%.

Conclusion: -Expected ranges of NT-proBNP may vary substantially depending on the value of other variables in the prediction equation. Albumin is significantly negatively correlated with NT-proBNP levels. The reasons for this are unclear.

目的:记录人寿保险申请人NT-proBNP水平的各种实验室和人口统计学/历史相关性,并探索基于这些变量的预测模型的准确性。方法:从2003年开始,对134万年龄在50岁至85岁之间的保险申请人进行NT-proBNP血液检测。进行了探索性数据分析,以记录与其他实验室变量、性别、年龄和相关疾病存在的相关性。此外,预测模型被用于量化NT-proBNP的方差比例,这可以通过这些其他更容易确定的变量的组合来解释。结果:-NT-proBNP显示,有心脏病史的患者与估计肾小球滤过率(eGFR)的预期负相关性明显更高,有高血压病史的患者则略高。发现NT-proBNP与白蛋白之间存在强烈、出乎意料的负相关。在评估的变量中,多变量自适应回归样条(MARS)模型自动选择程序选择了7个变量(年龄、性别、白蛋白、eGFR、BMI、收缩压、胆固醇和心脏病史)。变量重要性评估确定年龄、白蛋白和eGFR是预测NT-proBNP水平的3个最重要的连续变量。使用这些相同变量的普通最小二乘法(OLS)模型的R平方为24.7%。结论:NT-proBNP的预期范围可能会因预测方程中其他变量的值而大幅变化。白蛋白与NT-proBNP水平呈显著负相关。原因尚不清楚。
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Journal of insurance medicine (New York, N.Y.)
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