CLINICAL LABORATORY TEST EVALUATION USING FEATURE SELECTION TECHNIQUES.

John W. Lewis; James C. Boyd; Henry J. Votava; Jack H. Ladenson

CLINICAL LABORATORY TEST EVALUATION USING FEATURE SELECTION TECHNIQUES.

John W. Lewis, James C. Boyd, Henry J. Votava, Jack H. Ladenson

Research output: Contribution to conference › Paper › peer-review

Abstract

Three feature selection techniques were used to estimate the relative utility of each of 15 laboratory tests on a data base of 316 patients with disorders of calcium homeostasis. Comparison of the relative utilities given by the feature selection methods indicated differences among the techniques as well as some findings not predicted by current medical thought. Although the preliminary results reported here are promising, further studies are needed using additional feature selection methodologies.

Original language	English
Pages	47-54
Number of pages	8
State	Published - 1977
Event	IEEE Comput Soc Conf on Pattern Recognition and Image Process, Proc - Troy, NY, USA Duration: Jun 6 1977 → Jun 8 1977

Conference

Conference	IEEE Comput Soc Conf on Pattern Recognition and Image Process, Proc
City	Troy, NY, USA
Period	06/6/77 → 06/8/77

Cite this

@conference{166cd07e106d49f3b80152246385fc57,

title = "CLINICAL LABORATORY TEST EVALUATION USING FEATURE SELECTION TECHNIQUES.",

abstract = "Three feature selection techniques were used to estimate the relative utility of each of 15 laboratory tests on a data base of 316 patients with disorders of calcium homeostasis. Comparison of the relative utilities given by the feature selection methods indicated differences among the techniques as well as some findings not predicted by current medical thought. Although the preliminary results reported here are promising, further studies are needed using additional feature selection methodologies.",

author = "Lewis, {John W.} and Boyd, {James C.} and Votava, {Henry J.} and Ladenson, {Jack H.}",

year = "1977",

language = "English",

pages = "47--54",

note = "IEEE Comput Soc Conf on Pattern Recognition and Image Process, Proc ; Conference date: 06-06-1977 Through 08-06-1977",

}

TY - CONF

T1 - CLINICAL LABORATORY TEST EVALUATION USING FEATURE SELECTION TECHNIQUES.

AU - Lewis, John W.

AU - Boyd, James C.

AU - Votava, Henry J.

AU - Ladenson, Jack H.

PY - 1977

Y1 - 1977

N2 - Three feature selection techniques were used to estimate the relative utility of each of 15 laboratory tests on a data base of 316 patients with disorders of calcium homeostasis. Comparison of the relative utilities given by the feature selection methods indicated differences among the techniques as well as some findings not predicted by current medical thought. Although the preliminary results reported here are promising, further studies are needed using additional feature selection methodologies.

AB - Three feature selection techniques were used to estimate the relative utility of each of 15 laboratory tests on a data base of 316 patients with disorders of calcium homeostasis. Comparison of the relative utilities given by the feature selection methods indicated differences among the techniques as well as some findings not predicted by current medical thought. Although the preliminary results reported here are promising, further studies are needed using additional feature selection methodologies.

UR - http://www.scopus.com/inward/record.url?scp=0017426492&partnerID=8YFLogxK

M3 - Paper

AN - SCOPUS:0017426492

SP - 47

EP - 54

T2 - IEEE Comput Soc Conf on Pattern Recognition and Image Process, Proc

Y2 - 6 June 1977 through 8 June 1977

ER -

CLINICAL LABORATORY TEST EVALUATION USING FEATURE SELECTION TECHNIQUES.

Abstract

Conference

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