AUTOMATIC BRAIN DOSE ESTIMATION IN COMPUTED TOMOGRAPHY USING PATIENT DICOM IMAGES

被引:7
|
作者
Gharbi, Souha [1 ]
Labidi, Salam [1 ]
Mars, Mokhtar [1 ]
机构
[1] Univ Tunis EL Manar, Inst Super Technol Med Tunis, Lab Rech Biophys & Technol Med, 9 Ave Docteur Z Essafi, Tunis 1006, Tunisia
关键词
ATTENUATION-BASED ESTIMATION; CANCER-RISK ESTIMATION; PART I. DEVELOPMENT; CT EXAMINATIONS; LENGTH PRODUCT; SIZE; VALIDATION; INDEX; SEGMENTATION; QUALITY;
D O I
10.1093/rpd/ncaa006
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
This study aims to develop an Automatic Brain Dose Estimation (ABDE) methodology for head computed tomography examinations. The ABDE is to be applied first to an anthropomorphic Alderson phantom to obtain a Correction factor (C-f) between the ABDE and the direct absorbed brain dose using dosemeters positioned within the anthropomorphic phantom. Then, in order to estimate the correct brain dose for patient, the C-f was multiplied by the mean ABDE values for each patient. Results were compared to those registered with a mathematical simulation phantom using CT-Expo V 2.4 software. Results showed no significant difference between the correct ABDE values and the CT-Expo values with amean percent difference of 2.54 +/- 0.01%. In conclusion, ABDE yields a correct estimation of brain dose, taking into account the size and attenuation of the irradiated region. Thus, it is clinically recommended for accurate patient brain dose assessment.
引用
收藏
页码:536 / 542
页数:7
相关论文
共 50 条
  • [1] Estimation of Brain Tumour Volume Using Expanded Computed Tomography Scan Images
    Abdulbaqi, Hayder Saad
    Mutter, Kussay N.
    Jafri, Mohd Zubir Mat
    Al-Khafaji, Zuhair Abbas
    2016 23RD IRANIAN CONFERENCE ON BIOMEDICAL ENGINEERING AND 2016 1ST INTERNATIONAL IRANIAN CONFERENCE ON BIOMEDICAL ENGINEERING (ICBME), 2016, : 112 - 116
  • [2] Feasibility of liver weight estimation by postmortem computed tomography images: An autopsy study
    Inai, Kunihiro
    Noriki, Sakon
    Kinoshita, Kazuyuki
    Nishijima, Akihiko
    Sakai, Toyohiko
    Kimura, Hirohiko
    Naiki, Hironobu
    PATHOLOGY INTERNATIONAL, 2014, 64 (07) : 315 - 324
  • [3] Automatic brain matter segmentation of computed tomography images using a statistical model: A tool to gain working time!
    Berte, Francesco
    Lamponi, Giuseppe
    Bramanti, Placido
    Calabro, Rocco S.
    NEURORADIOLOGY JOURNAL, 2015, 28 (05) : 460 - 467
  • [4] Segmentation Of Brain Tumors In Computed Tomography Images Using SVM Classifier
    Shanmugapriya, B.
    Ramakrishnan, T.
    2014 INTERNATIONAL CONFERENCE ON ELECTRONICS AND COMMUNICATION SYSTEMS (ICECS), 2014,
  • [5] Automatic estimation of wheat grain morphometry from computed tomography data
    Strange, Harry
    Zwiggelaar, Reyer
    Sturrock, Craig
    Mooney, Sacha J.
    Doonan, John H.
    FUNCTIONAL PLANT BIOLOGY, 2015, 42 (05) : 452 - 459
  • [6] Patient radiation dose from computed tomography angiography and digital subtraction angiography of the brain
    Netwong, Y.
    Krisanachinda, A.
    13TH SOUTH-EAST ASIAN CONGRESS OF MEDICAL PHYSICS 2015 (SEACOMP), 2016, 694
  • [7] Deterministic absorbed dose estimation in computed tomography using a discrete ordinates method
    Norris, Edward T.
    Liu, Xin
    Hsieh, Jiang
    MEDICAL PHYSICS, 2015, 42 (07) : 4080 - 4087
  • [8] Classification of brain hemorrhage computed tomography images using OzNet hybrid algorithm
    Ozaltin, Oznur
    Coskun, Orhan
    Yeniay, Ozgur
    Subasi, Abdulhamit
    INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY, 2023, 33 (01) : 69 - 91
  • [9] Hydrocephalus classification in brain computed tomography medical images using deep learning
    Al Rub, Salsabeel Abu
    Alaiad, Ahmad
    Hmeidi, Ismail
    Quwaider, Muhannad
    Alzoubi, Omar
    SIMULATION MODELLING PRACTICE AND THEORY, 2023, 123
  • [10] Automatic segmentation of the thoracic aorta in cardiac computed tomography images
    Vera, Miguel
    Huerfano, Yoleidy
    Contreras, Julio
    Vera, Maria
    Del Mar, Atilio
    Chacon, Jose
    Wilches-Duran, Sandra
    Graterol-Rivas, Modesto
    Riano-Wilches, Daniela
    Rojas, Joselyn
    Bermudez, Valmore
    REVISTA LATINOAMERICANA DE HIPERTENSION, 2016, 11 (04): : 110 - 116