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

被引:0
作者
V. Laengsri
W. Shoombuatong
W. Adirojananon
C. Nantasenamat
V. Prachayasittikul
P. Nuchnoi
机构
[1] Mahidol University,Center for Research and Innovation, Faculty of Medical Technology
[2] Mahidol University,Department of Clinical Microscopy, Faculty of Medical Technology
[3] Mahidol University,Center of Data Mining and Medical Informatics, Faculty of Medical Technology
[4] Mahidol University,Department of Clinical Microbiology and Applied Technology, Faculty of Medical Technology
来源
BMC Medical Informatics and Decision Making | / 19卷
关键词
Thalassemia trait; Iron deficiency anemia; Machine learning; Support vector machine; Random forest; Discrimination; Decision making;
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  • [41] Storti S(2014)Red cell indices and formulas used in differentiation of β-thalassemia trait from iron deficiency in Thai school children Hemoglobin 38 258-undefined
  • [42] d’Onofrio G(2015)Red Cell Indices and Formulas Used in Differentiation of β-Thalassemia Trait from Iron Deficiency in Thai Adults Hemoglobin 39 235-undefined
  • [43] Mancini S(2012)Proxy indicators for identifying iron deficiency among anemic vegetarians in an area prevalent for thalassemia and hemoglobinopathies Acta Haematol 127 250-undefined
  • [44] Vittori M(1999)Principles of medical decision making Spine 24 493-undefined
  • [45] Campisi S(1986)When is a diagnostic test result positive? Decision tree models based on net utility and threshold Arch Pathol Lab Med 110 787-undefined
  • [46] Shine I(2014)Coexisting iron deficiency anemia and Beta thalassemia trait: effect of iron therapy on red cell parameters and hemoglobin subtypes ISRN Hematol 2014 293216-undefined
  • [47] Lal S(2017)Co-existence of iron deficiency in beta thalassaemia trait J Med 19 44-undefined
  • [48] Sirdah M(2006)What is a support vector machine? Nat Biotechnol 24 1565-undefined
  • [49] Tarazi I(2004)The problem of overfitting J Chem Inf Comput Sci 44 1-undefined
  • [50] Al Najjar E(2003)Random forest: a classification and regression tool for compound classification and QSAR modeling J Chem Inf Comput Sci 43 1947-undefined