Early identification of intracranial hemorrhage using a predictive nomogram

Frances Leah Chandler, Joyce Kane, Amanda L. Blackford, Margaux Weinberger, Kavitha C. Wagner, Ivana Gojo, Melanie Cohen, Colleen Apostol

Research output: Contribution to journalArticle

Abstract

OBJECTIVES: To identify predictive signs and symptoms occurring in hospitalized adults with hematologic malignancies with intracranial hemorrhage (IH). SAMPLE & SETTING: In a National Cancer Institute (NCI)-designated comprehensive cancer center, a retrospective matched case-control design included adult inpatients with hematologic malignancies with (n = 39) and without (n = 39) IH. METHODS & VARIABLES: Conditional logistic regression, t test, and Fisher's exact tests were used to assess increased risks for IH and the development of a prognostic nomogram with signs, symptoms, and laboratory values relevant to IH. RESULTS: Composite outcomes for signs, symptoms, and laboratory values were included in a prognostic nomogram that had good discriminative ability to predict IH, with a bootstrap corrected concordance index of 0.766 (95% confidence interval [0.657, 0.866]) and good calibration. Prognostic nomogram predicted patients with prolonged activated partial thromboplastin time (APTT) (greater than 30.6), headache, and systolic blood pressure (SBP) of 140 or greater were more likely to have IH. IMPLICATIONS FOR NURSING: Nurses should recognize that patients with the combination of prolonged APTT, SBP of 140 or greater, and headache are more likely to have IH.

Original languageEnglish (US)
Pages (from-to)177-186
Number of pages10
JournalOncology Nursing Forum
Volume45
Issue number2
DOIs
StatePublished - Mar 1 2018

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Nomograms
Intracranial Hemorrhages
Blood Pressure
Signs and Symptoms
Partial Thromboplastin Time
Hematologic Neoplasms
Headache
National Cancer Institute (U.S.)
Calibration
Inpatients
Logistic Models
Nurses
Confidence Intervals

Keywords

  • Head bleed
  • Hematologic malignancies
  • Intracranial hemorrhage

ASJC Scopus subject areas

  • Oncology(nursing)

Cite this

Chandler, F. L., Kane, J., Blackford, A. L., Weinberger, M., Wagner, K. C., Gojo, I., ... Apostol, C. (2018). Early identification of intracranial hemorrhage using a predictive nomogram. Oncology Nursing Forum, 45(2), 177-186. https://doi.org/10.1188/18.ONF.177-186

Early identification of intracranial hemorrhage using a predictive nomogram. / Chandler, Frances Leah; Kane, Joyce; Blackford, Amanda L.; Weinberger, Margaux; Wagner, Kavitha C.; Gojo, Ivana; Cohen, Melanie; Apostol, Colleen.

In: Oncology Nursing Forum, Vol. 45, No. 2, 01.03.2018, p. 177-186.

Research output: Contribution to journalArticle

Chandler, FL, Kane, J, Blackford, AL, Weinberger, M, Wagner, KC, Gojo, I, Cohen, M & Apostol, C 2018, 'Early identification of intracranial hemorrhage using a predictive nomogram', Oncology Nursing Forum, vol. 45, no. 2, pp. 177-186. https://doi.org/10.1188/18.ONF.177-186
Chandler FL, Kane J, Blackford AL, Weinberger M, Wagner KC, Gojo I et al. Early identification of intracranial hemorrhage using a predictive nomogram. Oncology Nursing Forum. 2018 Mar 1;45(2):177-186. https://doi.org/10.1188/18.ONF.177-186
Chandler, Frances Leah ; Kane, Joyce ; Blackford, Amanda L. ; Weinberger, Margaux ; Wagner, Kavitha C. ; Gojo, Ivana ; Cohen, Melanie ; Apostol, Colleen. / Early identification of intracranial hemorrhage using a predictive nomogram. In: Oncology Nursing Forum. 2018 ; Vol. 45, No. 2. pp. 177-186.
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