ThalPred: a web-based prediction tool for discriminating thalassemia trait and iron deficiency anemia

ThalPred: a web-based prediction tool for discriminating thalassemia trait and iron deficiency anemia

Abstract Background The hypochromic microcytic anemia (HMA) commonly found in Thailand are iron deficiency anemia (IDA) and thalassemia trait (TT). Accurate discrimination between IDA and TT is an important issue and better methods are urgently needed. Although considerable RBC formulas and indices...

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Bibliographic Details
Main Authors: V. Laengsri, W. Shoombuatong, W. Adirojananon, C. Nantasenamat, V. Prachayasittikul, P. Nuchnoi
Format: Article
Language:English
Published: BMC 2019-11-01
Series:BMC Medical Informatics and Decision Making
Subjects:
Thalassemia trait
Iron deficiency anemia
Machine learning
Support vector machine
Random forest
Discrimination
Online Access:http://link.springer.com/article/10.1186/s12911-019-0929-2

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http://link.springer.com/article/10.1186/s12911-019-0929-2

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