Clinical decision support system as a risk assessment tool to aid in earlier diagnosis of pancreatic cancer

Emmase Adams; Dinesh Mital; Shashi Mehta

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Clinical decision support system as a risk assessment tool to aid in earlier diagnosis of pancreatic cancer

机译：临床决策支持系统作为风险评估工具，以帮助早期诊断胰腺癌

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Pancreatic cancer is the most lethal form of cancer. More than 85% of diagnoses are made during the advanced stage and currently, there is no systematic approach for early diagnosis. Therefore, we developed a clinical decision support system that can be used as a heuristic approach in identifying pancreatic cancer risk levels in individuals and in turn, lead to earlier diagnosis. The design method included the use of 14 common pancreatic cancer risk factors stratified into five weight groups. Twelve case scenarios were used to test the system and the results show that it is possible to develop a system that can identify pancreatic cancer risk levels but the impact the system will have on earlier diagnoses of pancreatic cancer is uncertain. Further studies are needed to identify the specific weights and stratifications of the risk levels and risk factors for pancreatic cancer to develop a more effective CDSS.

机译：胰腺癌是最致命的癌症形式。超过85％的诊断是在先进阶段进行的，目前没有系统的早期诊断方法。因此，我们开发了一种临床决策支持系统，可以用作鉴定个体胰腺癌风险水平的启发式方法，并又导致早期的诊断。设计方法包括使用14种常见的胰腺癌风险因子分层分为五个重量群。 12个案例场景用于测试系统，结果表明，可以开发一个可以识别胰腺癌风险水平的系统，但系统对胰腺癌早期诊断的影响是不确定的。需要进一步的研究来确定胰腺癌风险水平和风险因素的特定重量和分层，以发展更有效的CDS。

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《International journal of medical engineering and informatics》 |2017年第2期|共14页
作者
Emmase Adams; Dinesh Mital; Shashi Mehta;
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作者单位

Department of Health Informatics Rutgers University 65 Bergen Street RM 350 Newark New Jersey;

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原文格式 PDF
正文语种 eng
中图分类生物医学工程;
关键词
pancreatic cancer; pancreatic neoplasm; clinical decision support systems; risk assessment tools for pancreatic cancer; risk assessment test; risk factors for pancreatic cancer.;

机译：胰腺癌;胰腺癌;临床决策支持系统;胰腺癌风险评估工具;风险评估试验;胰腺癌的危险因素。;

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1. Clinical decision support system as a risk assessment tool to aid in earlier diagnosis of pancreatic cancer [J] . Emmase Adams, Dinesh Mital, Shashi Mehta International journal of medical engineering and informatics . 2017,第2期

机译：临床决策支持系统作为风险评估工具，以帮助早期诊断胰腺癌
2. Accuracy and Effects of Clinical Decision Support Systems Integrated With BMJ Best Practice–Aided Diagnosis: Interrupted Time Series?Study [J] . Liyuan Tao, Chen Zhang, Lin Zeng, JMIR Medical Informatics . 2020,第1期

机译：临床决策支持系统与BMJ最佳实践辅助诊断集成的准确性和效果：中断时间序列？研究
3. COMBAT study – Computer based assessment and treatment – A clinical trial evaluating impact of a computerized clinical decision support tool on pain in cancer patients [J] . Sunil X. Raj, Cinzia Brunelli, P?l Klepstad, Scandinavian journal of pain . 2017,第期

机译：作战研究 - 基于计算机的评估和治疗 - 一种临床试验评估计算机化临床决策支持工具对癌症患者疼痛的影响
4. Intelligent Clinical Decision Support Systems for Non-invasive Bladder Cancer Diagnosis [C] . Alexandru G. Floares, Carmen Floares, Oana Vermesan, International Meeting on Computational Intelligence Methods for Bioinformatics and Biostatistics . 2011

机译：智能临床决策支持系统，用于非侵入性膀胱癌诊断
5. Development of a Clinical Decision Support System to Assess the Risk of Lung Cancer for Prevention and Earlier Diagnosis in People with HIV [D] . Amoruccio, Vincent James. 2021

机译：开发临床决策支持系统，以评估肺癌预防及早期诊断艾滋病毒的风险
6. The use of a risk assessment and decision support tool (CRISP) compared with usual care in general practice to increase risk-stratified colorectal cancer screening: study protocol for a randomised controlled trial [O] . Jennifer G. Walker, Finlay Macrae, Ingrid Winship, 2018

机译：与一般实践中的常规护理相比使用风险评估和决策支持工具（CRISP）可以增加风险分层的结直肠癌筛查：一项随机对照试验的研究方案
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Clinical decision support system as a risk assessment tool to aid in earlier diagnosis of pancreatic cancer

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