High speed real-time data classification and cell sorting using discriminant functions and probabilities of misclassification for stem cell enrichment and tumor purging

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 3260, Issue , 1998, Pages 274-281

  Leary, James F ^a   McLaughlin, Scott R ^a   Hokanson, James A ^a   Rosenblatt, Judah I ^a  

^a University of Texas Medical Branch School of Medicine   (United States)

Author keywords

Cancer treatment strategies; Cell sorting; Costs of misclassification; Discriminant functions; Flow cytometry; Multivariate statistics; ROC analysis

Indexed keywords

CELLS; CLASSIFICATION (OF INFORMATION); CYTOLOGY; DATA REDUCTION; PROBABILITY; REAL TIME SYSTEMS; STATISTICAL METHODS; TUMORS;

FLOW CYTOMETRY;

OPTICAL ENGINEERING;

EID: 0032226036     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.307102     Document Type: Conference Paper

References (10)

1. The use of relative operating characteristic (ROC) curves in test performance evaluation
2. Gene marking to trace origin of relapse after autologous bone marrow transplantation
3. The contribution of marker gene studies to hematopoietic stem cell therapies
4. Use of gene marking in bone marrow transplantation
5. High speed cell classification systems for real-time data classification and cell sorting
6. Receiver operating characteristic (ROC) methodology: The state of the art