Artificial Intelligence Applications in Clinical Chemistry

被引：9

作者：

Bunch, Dustin R. ^{[1
,2
]}

Durant, Thomas JS. ^{[3
]}

Rudolf, Joseph W. ^{[4
,5
]}

机构：

[1] Nationwide Childrens Hosp, Dept Pathol & Lab Med, 700 Childrens Dr,C1923, Columbus, OH 43205 USA

[2] Ohio State Univ, Coll Med, Dept Pathol, Columbus, OH 43210 USA

[3] Yale Sch Med, Dept Lab Med, 55 Pk St,Room PS 502A, New Haven, CT 06510 USA

[4] Univ Utah, Dept Pathol, Sch Med, Salt Lake City, UT 84112 USA

[5] ARUP Labs, 500 Chipeta Way,MC 115, Salt Lake City, UT 84108 USA

来源：

CLINICS IN LABORATORY MEDICINE | 2023年 / 43卷 / 01期

关键词：

Artificial intelligence; Machine learning; Expert systems; Clinical chemistry; CONVOLUTIONAL NEURAL-NETWORKS; MASS-SPECTROMETRY; QUALITY-CONTROL; MACHINE; PREDICTION; PERFORMANCE; VALIDATION; SYSTEM; HEALTH; ERRORS;

D O I：

10.1016/j.cll.2022.09.005

中图分类号：

R446 [实验室诊断]; R-33 [实验医学、医学实验];

学科分类号：

1001 ;

摘要：

[No abstract available]

引用

页码：47 / 69

页数：23

共 98 条

[1]

Alavi Nusrat, 2020, EJIFCC, V31, P21

[2]

Anand Rajsavi S, 2018, AMIA Jt Summits Transl Sci Proc, V2017, P310

[3] Evaluation of the analytical performances of Cobas 6500 and Sysmex UN series automated urinalysis systems with manual microscopic particle counting [J].

Bakan, Ebubekir ;

Bayraktutan, Zafer ;

Baygutalp, Nurcan Kilic ;

Gul, Mehmet Ali ;

Umudum, Fatma Zuhal ;

Bakan, Nuri .

BIOCHEMIA MEDICA, 2018, 28 (02)

[4] Detection of Preanalytic Laboratory Testing Errors Using a Statistically Guided Protocol [J].

Baron, Jason M. ;

Mermel, Craig H. ;

Lewandrowski, Kent B. ;

Dighe, Anand S. .

AMERICAN JOURNAL OF CLINICAL PATHOLOGY, 2012, 138 (03) :406-413

[5] Detection of Falsely Elevated Point-of-Care Potassium Results Due to Hemolysis Using Predictive Analytics [J].

Benirschke, Robert C. ;

Gniadek, Thomas J. .

AMERICAN JOURNAL OF CLINICAL PATHOLOGY, 2020, 154 (02) :242-247

[6] A SIMPLE METHOD OF RESOLUTION OF A DISTRIBUTION INTO GAUSSIAN COMPONENTS [J].

BHATTACHARYA, CG .

BIOMETRICS, 1967, 23 (01) :115-+

[7] Machine learning algorithms for the detection of spurious white blood cell differentials due to erythrocyte lysis resistance [J].

Bigorra, Laura ;

Larriba, Iciar ;

Gutierrez-Gallego, Ricardo .

JOURNAL OF CLINICAL PATHOLOGY, 2019, 72 (06) :431-437

[8] The Use of Machine Learning Algorithms and the Mass Spectrometry Lipidomic Profile of Serum for the Evaluation of Tacrolimus Exposure and Toxicity in Kidney Transplant Recipients [J].

Burghelea, Dan ;

Moisoiu, Tudor ;

Ivan, Cristina ;

Elec, Alina ;

Munteanu, Adriana ;

Iancu, Stefania D. ;

Truta, Anamaria ;

Kacso, Teodor Paul ;

Antal, Oana ;

Socaciu, Carmen ;

Elec, Florin Ioan ;

Kacso, Ina Maria .

BIOMEDICINES, 2022, 10 (05)

[9] Errors in a stat laboratory: Types and frequencies 10 years later [J].

Carraro, Paolo ;

Plebani, Mario .

CLINICAL CHEMISTRY, 2007, 53 (07) :1338-1342

[10] A Multicenter Study of [-2]Pro-Prostate Specific Antigen Combined With Prostate Specific Antigen and Free Prostate Specific Antigen for Prostate Cancer Detection in the 2.0 to 10.0 ng/ml Prostate Specific Antigen Range [J].

Catalona, William J. ;

Partin, Alan W. ;

Sanda, Martin G. ;

Wei, John T. ;

Klee, George G. ;

Bangma, Chris H. ;

Slawin, Kevin M. ;

Marks, Leonard S. ;

Loeb, Stacy ;

Broyles, Dennis L. ;

Shin, Sanghyuk S. ;

Cruz, Amabelle B. ;

Chan, Daniel W. ;

Sokoll, Lori J. ;

Roberts, William L. ;

van Schaik, Ron H. N. ;

Mizrahi, Isaac A. .

JOURNAL OF UROLOGY, 2011, 185 (05) :1650-1655

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