Machine Learning Enhancement of Flow Cytometry Data Accelerates the Identification of Minimal Residual Acute Myeloid Leukemia

被引：0
|
作者：
Seheult, Jansen N. [1 ]
Shi, Min [1 ]
Olteanu, Horatiu [1 ]
Otteson, Gregory E. [1 ]
Timm, Michael M. [1 ]
Weybright, Matthew J. [1 ]
Horna, Pedro [1 ]
机构：
[1] Mayo Clin, Div Hematopathol, Rochester, MN USA
来源：
BLOOD | 2023年 / 142卷
关键词：
D O I：
10.1182/blood-2023-190275
中图分类号：
R5 [内科学];
学科分类号：
1002 ; 100201 ;
摘要：
引用
收藏
页数：3
相关论文
共 50 条
  • [21] Monitoring of minimal residual disease in acute leukemia by multiparametric flow cytometry
    Kusenda, J.
    Fajtova, M.
    Kovarikova, A.
    NEOPLASMA, 2014, 61 (02) : 119 - 127
  • [22] Survival Analysis According to Minimal Residual Disease By Flow Cytometry in Acute Myeloid Leukemia after First Induction
    Nunez-Torron, Claudia
    Marquet Palomanes, Juan
    Martin Moro, Fernando
    Saez-Martin, Adolfo
    Luna, Alejandro
    Garcia-Garcia, Irene
    Michael Fernandez, Berta Mercedes
    Villarrubia, Jesus
    Piris-Villaespesa, Miguel
    Roldan Santiago, Ernesto
    Rodriguez Martin, Eulalia
    Moreno, Gemma
    Garcia Gutierrez, Valentin
    Lopez Jimenez, Javier
    Herrera Puente, Pilar
    BLOOD, 2019, 134
  • [23] PROGNOSTIC SIGNIFICANCE OF MINIMAL RESIDUAL DISEASE ASSESSED BY MULTIPARAMETRIC FLOW-CYTOMETRY IN CHILDHOOD ACUTE MYELOID LEUKEMIA
    Rizzati, F.
    Buldini, B.
    Rondelli, R.
    Masetti, R.
    Zangrando, A.
    Disaro, S.
    Scarparo, P.
    Bortoloso, E.
    Pession, A.
    Locatelli, F.
    Basso, G.
    HAEMATOLOGICA, 2014, 99 : 528 - 528
  • [24] Monitoring Measurable/Minimal Residual Disease in Acute Myeloid Leukemia: Multiparametric Flow Cytometry-Based Approach
    Tembhare, Prashant Ramesh
    INDIAN JOURNAL OF MEDICAL AND PAEDIATRIC ONCOLOGY, 2023, 44 (06) : 554 - 565
  • [25] Minimal Residual Diease Evaluation By Flow Cytometry Is a Complementary Tool To Cytogenetics For Treatment Decision In Acute Myeloid Leukemia
    Vidriales, Maria-Belen
    Perez-Lopez, Estefania
    Pegenaute, Carlota
    Castellanos, Marta
    Juan Perez, Jose
    Chandia, Mauricio A.
    Diaz-Mediavilla, Joaquin
    Rayon, Consuelo
    Heras, Natalia
    Fernandez, Pascual
    Cabezudo, Miguel
    de Coca, Alfonso Garcia
    Alonso, Jose M.
    Olivier, Carmen
    Hernandez, Jesus
    Gonzalez, Marcos
    Martin, Guillermo
    Fernandez, Rosa
    Garcia-Suarez, Julio
    Garcia, Magdalena
    Sayas, Maria-Jose
    Orfao, Alberto
    San Miguel, Jesus F.
    BLOOD, 2013, 122 (21)
  • [26] Quantification of minimal residual disease by multiparameter flow cytometry in acute myeloid leukemia. From diagnosis to prognosis
    Kern, W
    Haferlach, T
    MEDIZINISCHE KLINIK, 2005, 100 (01) : 54 - 59
  • [27] How Do We Use Multicolor Flow Cytometry to Detect Minimal Residual Disease in Acute Myeloid Leukemia?
    Xu, Jie
    Jorgensen, Jeffrey L.
    Wang, Sa A.
    CLINICS IN LABORATORY MEDICINE, 2017, 37 (04) : 787 - +
  • [28] Clinically validated machine learning algorithm for detecting residual diseases with multicolor flow cytometry analysis in acute myeloid leukemia and myelodysplastic syndrome
    Ko, Bor-Sheng
    Wang, Yu-Fen
    Li, Jeng-Lin
    Li, Chi-Cheng
    Weng, Pei-Fang
    Hsu, Szu-Chun
    Hou, Hsin-An
    Huang, Huai-Hsuan
    Yao, Ming
    Lin, Chien-Ting
    Liu, Jia-Hau
    Tsai, Cheng-Hong
    Huang, Tai-Chung
    Wu, Shang-Ju
    Huang, Shang-Yi
    Chou, Wen-Chien
    Tien, Hwei-Fang
    Lee, Chi-Chun
    Tang, Jih-Luh
    EBIOMEDICINE, 2018, 37 : 91 - 100
  • [29] Flow Cytometric Analysis of Minimal Residual Disease in Acute Myeloid Leukemia
    Koehenke, T.
    Sauter, D.
    Sauerland, M-C
    Schneider, S.
    Braess, J.
    Hiddemann, W.
    Spiekermann, K.
    Subklewe, M.
    ANNALS OF HEMATOLOGY, 2015, 94 : S30 - S31
  • [30] Flow Cytometric Analysis of Minimal Residual Disease in Acute Myeloid Leukemia
    Koehnke, T.
    Sauter, D.
    Sauerland, M-C.
    Schneider, S.
    Braess, J.
    Hiddemann, W.
    Spiekermann, K.
    Subklewe, M.
    ANNALS OF HEMATOLOGY, 2015, 94 (SUPPL 1) : 30 - 31
12345