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;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 201 条
  • [1] Kassebaum NJ(2014)A systematic analysis of global anemia burden from 1990 to 2010 Blood 123 615-624
  • [2] Jasrasaria R(2002)Prevention and control of anemia: Thailand experiences J Nutr 132 862S-866S
  • [3] Naghavi M(2017)Management and outcomes of fetal hydrops in a tertiary care centre in singapore Ann Acad Med Singap 46 4-10
  • [4] Wulf SK(2011)Diagnosis and management of iron deficiency anemia in the 21st century Therap Adv Gastroenterol 4 177-184
  • [5] Johns N(2004)Thalassemia screening among Royal Thai Army medical cadets Mil Med 169 274-276
  • [6] Lozano R(2005)Screening for thalassemia and hemoglobinopathy in a rural area of Thailand: a preliminary study J Med Assoc Thai 88 S35-S42
  • [7] Winichagoon P(2011)Elevated hemoglobin A2 as a marker for β-thalassemia trait in pregnant women Tohoku J Exp Med 223 223-226
  • [8] Thong XY(1979)Quantitative anisocytosis as a discriminant between iron deficiency and thalassemia minor Blood 53 288-293
  • [9] Lee LY(2009)A new index for discrimination between iron deficiency anemia and beta-thalassemia minor: results in 284 patients Pak J Biol Sci 12 473-475
  • [10] Chia DA(1973)Differentiation of iron deficiency from thalassaemia trait by routine blood-count Lancet 1 449-452