Digital Algorithms – Clinical Value of Diagnostics https://clinicalvalue.com Thu, 27 Mar 2025 05:08:13 +0000 en-US hourly 1 https://wordpress.org/?v=6.6.2 https://i0.wp.com/clinicalvalue.com/wp-content/uploads/2023/01/apple-touch-icon.png?fit=32%2C32&ssl=1 Digital Algorithms – Clinical Value of Diagnostics https://clinicalvalue.com 32 32 225041835 Urgent Global Need for PIVKA-II and AFP-L3 Measurements for Surveillance and Management of Hepatocellular Carcinoma https://clinicalvalue.com/urgent-global-need-for-pivka-ii-and-afp-l3-measurements-for-surveillance-and-management-of-hepatocellular-carcinoma/ Fri, 12 Apr 2024 02:47:09 +0000 https://clinicalvalue.com/?p=8271 ...

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Quick Summary

The incidence of AFP-negative HCC is increasing worldwide, particularly HCCs of nonviral etiology, such as MASLD/MASH. A high percentage of patients with MASLD/MASH-related HCC are positive for PIVKA-II, even those who are negative for AFP[1]. Higher levels of AFP-L3 have also been reported in cases of MASLD/MASH-related HCC [2]. Thus, the role of PIVKA-II and AFP-L3 measurements in HCC surveillance and diagnosis of AFP-negative HCCs has become more important.
This article by Prof Masatoshi Kudo details the importance of testing all 3 biomarkers, AFP, AFP-L3, and PIVKA-II, in HCC surveillance and management. He also discusses new algorithms, such as GALAD and GAAD, which incorporate these biomarkers have been useful in countries where access to imaging is limited.

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Development and Clinical Validation of a Novel Algorithmic Score (GAAD) for the Detection of Early-stage Hepatocellular Carcinoma https://clinicalvalue.com/development-clinical-validation-and-implementation-of-a-novel-algorithmic-score/ Wed, 20 Mar 2024 03:33:04 +0000 https://clinicalvalue.com/?p=8100 This study aims to establish and train the algorithm coefficients, and clinically validate the performance of the GAAD algorithm in differentiating HCC and benign chronic liver disease (CLD), across different regions and aetiologies....

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The clinical utility of Elecsys GAAD score in the diagnosis of hepatocellular carcinoma https://clinicalvalue.com/the-clinical-utility-of-elecsys-gaad-score-in-the-diagnosis-of-hepatocellular-carcinoma/ Fri, 09 Dec 2022 06:03:59 +0000 http://apac-clinicalvalue-prod-lb-800083143.ap-southeast-1.elb.amazonaws.com/?p=6252 The performance of Elecsys® GAAD score, which includes the parameters of gender, age, alpha-fetoprotein (AFP) and protein induced by Vitamin K absence or antagonists-II (PIVKA-II) in the diagnosis of HCC is elusive. This study aims to address the diagnostic accuracy of HCC using Elecsys GAAD algorithmic score as compared to AFP and PIVKA-II with or without the complementation of sonography.
Huang CF, Sharma A, Yu ML...

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Find out more about how how Siriraj Hospital has implemented digital algorithms for HCC Surveillance here.

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Performance Evaluation of the Elecsys GAAD Assay for the Detection of Hepatocellular Carcinoma Across Different Disease Stages and Etiologies https://clinicalvalue.com/assessing-elecsys-gaad-performance-hcc-detection/ Fri, 09 Dec 2022 05:33:05 +0000 http://apac-clinicalvalue-prod-lb-800083143.ap-southeast-1.elb.amazonaws.com/?p=6235 The Elecsys® GAAD algorithm combines quantitative measurements of Elecsys PIVKA-II assay and Elecsys AFP assay, plus age and gender to generate a semi-quantitative result. This study aimed to assess the clinical performance of the Elecsys GAAD algorithm to differentiate HCC and benign chronic liver disease, according to disease stage and etiology.
Chan HLY, Vogel A, Berg T, De Toni EN, Kudo M, Trojan J, Eiblmaier A, Klein HG, Hegel JK, Kroeniger K, Madin K, Sharma A, Piratvisuth T...

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The post Performance Evaluation of the Elecsys GAAD Assay for the Detection of Hepatocellular Carcinoma Across Different Disease Stages and Etiologies appeared first on Clinical Value of Diagnostics.

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A comparative analysis of Elecsys GALAD and Elecsys GAAD score to detect early-stage hepatocellular carcinoma in an international cohort https://clinicalvalue.com/gaad-vs-galad-early-detection-hepatocellular-carcinoma/ Thu, 08 Dec 2022 16:18:09 +0000 http://apac-clinicalvalue-prod-lb-800083143.ap-southeast-1.elb.amazonaws.com/?p=6214 This study compared the clinical performance of the Elecsys GALAD (gender [sex], age, alpha-fetoprotein [AFP] Lens culinaris agglutinin-reactive fraction of AFP [AFP-L3] and protein-induced by vitamin K absence-II [PIVKA-II]) and Elecsys GAAD (gender [sex], age, AFP and PIVKA-II) algorithms in differentiating hepatocellular carcinoma and benign chronic liver disease.
Chan HLY, Vogel A, Berg T, De Toni EN, Kudo M, Trojan J, Malinowsky K, Findeisen P, Klein HG, Hegel JK, Schöning W, Kröniger K, Madin K, Sharma A, Piratvisuth T
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The post A comparative analysis of Elecsys GALAD and Elecsys GAAD score to detect early-stage hepatocellular carcinoma in an international cohort appeared first on Clinical Value of Diagnostics.

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