Towards Computer Analysis of Pulmonary Infiltration

Towards Computer Analysis of Pulmonary Infiltration

A feasibility study is described to provide quantitative texture measures to distinguish between normal lung, alveolar infiltrates and interstitial infiltrates. Advanced computer imaging technology and decision making processes were applied to distinguish between these textural patterns. The results...

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Veröffentlicht in:Investigative radiology 1978-07, Vol.13 (4), p.298-305
Hauptverfasser: TULLY, RICHARD J, CONNERS, RICHARD W, HARLOW, CHARLES A, LODWICK, GWILYM S
Format: Artikel
Sprache:eng
Schlagworte:
Diagnosis, Computer-Assisted
Humans
Lung Diseases - diagnostic imaging
Pulmonary Alveoli - diagnostic imaging
Pulmonary Fibrosis - diagnostic imaging
Radiography
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container_end_page 305
container_issue 4
container_start_page 298
container_title Investigative radiology
container_volume 13
creator TULLY, RICHARD J
CONNERS, RICHARD W
HARLOW, CHARLES A
LODWICK, GWILYM S
description A feasibility study is described to provide quantitative texture measures to distinguish between normal lung, alveolar infiltrates and interstitial infiltrates. Advanced computer imaging technology and decision making processes were applied to distinguish between these textural patterns. The results, based on computer extracted quantitative measures, show an excellent separation of the three classes considered with 95% accuracy in the training phase and 90% accuracy in the testing phase.
doi_str_mv 10.1097/00004424-197807000-00005
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source MEDLINE; Journals@Ovid Complete
subjects Diagnosis, Computer-Assisted
Humans
Lung Diseases - diagnostic imaging
Pulmonary Alveoli - diagnostic imaging
Pulmonary Fibrosis - diagnostic imaging
Radiography
title Towards Computer Analysis of Pulmonary Infiltration
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