FUSION OF MAGNETIC RESONANCE AND ULTRASOUND IMAGES: A PRELIMINARY STUDY ON SIMULATED DATA

被引：0
|
作者：
El Mansouri, Oumaima [1 ,2 ]
Basarab, Adrian [2 ]
Vidal, Fabien [2 ,3 ]
Kouame, Denis [2 ]
Toumeret, Jean-Yves [1 ]
机构：
[1] Univ Toulouse, IRIT INP ENSEEIHT, F-31071 Toulouse 7, France
[2] Univ Toulouse, Univ Paul Sabatier, IRIT, CNRS UMR 5505, Toulouse, France
[3] CHU Toulouse, Obstet Gynecol Dept, Paule de Viguier Hosp, F-31059 Toulouse, France
来源：
2019 IEEE 16TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI 2019) | 2019年
关键词：
Fusion MRI and ultrasound; super-resolution; despeckling; alternating direction method of multipliers; total variation regularization;
D O I：
10.1109/isbi.2019.8759524
中图分类号：
R318 [生物医学工程];
学科分类号：
0831 ;
摘要：
We propose a new fusion method for magnetic resonance imaging (MRI) and ultrasound (US) data combining two inverse problems: MRI reconstruction using super-resolution and US image despeckling, using a model relating the two modalities through an unknown polynomial function. We demonstrate the accuracy of the proposed fusion algorithm by quantitative and qualitative evaluation using synthetic data. The resulting fused image is shown to have an improved signal to noise ratio and spatial resolution compared to the native MRI and US images.
引用
收藏
页码：1733 / 1736
页数：4
相关论文
共 50 条
  • [1] Fusion of Magnetic Resonance and Ultrasound Images for Endometriosis Detection
    El Mansouri, Oumaima
    Vidal, Fabien
    Basarab, Adrian
    Payoux, Pierre
    Kouame, Denis
    Tourneret, Jean-Yves
    IEEE TRANSACTIONS ON IMAGE PROCESSING, 2020, 29 : 5324 - 5335
  • [2] Image-based registration of ultrasound and magnetic resonance images: A preliminary study
    Pagoulatos, N
    Haynor, DR
    Kim, Y
    MEDICAL IMAGING 2000: IMAGE DISPLAY AND VISUALIZATION, 2000, 3976 : 156 - 164
  • [3] FUSION OF ULTRASOUND AND MAGNETIC RESONANCE IMAGES FOR ENDOMETRIOSIS DIAGNOSIS: A NON-PARAMETRIC APPROACH
    El Bennioui, Youssra
    Bruguier, Alexandre
    Vidal, Fabien
    Basarab, Adrian
    Tourneret, Jean-Yves
    2023 IEEE 9TH INTERNATIONAL WORKSHOP ON COMPUTATIONAL ADVANCES IN MULTI-SENSOR ADAPTIVE PROCESSING, CAMSAP, 2023, : 26 - 30
  • [4] FUSION OF MAGNETIC RESONANCE AND ULTRASOUND IMAGES USING GUIDED FILTERING: APPLICATION TO ENDOMETRIOSIS SURGERY
    El Bennioui, Youssra
    Halimi, Abderrahim
    Basarab, Adrian
    Tourneret, Jean-Yves
    32ND EUROPEAN SIGNAL PROCESSING CONFERENCE, EUSIPCO 2024, 2024, : 1631 - 1635
  • [5] Three-dimensional frameless fusion of color Doppler ultrasound and magnetic resonance images of the liver
    Rubens, DJ
    Strang, JG
    Porter, B
    Taylor, LS
    Parker, KJ
    RADIOLOGY, 1998, 209P : 265 - 266
  • [6] Magnetic Resonance and Ultrasound Fusion Imaging to Characterise Ovarian Masses: A Feasibility Study
    Crestani, Adrien
    Theodore, Claire
    Levaillant, Jean-Marc
    Thomassin-Naggara, Isabelle
    Skalli, Dounia
    Miaihle, Gregoire
    Dabi, Yohann
    Haddad, Bassam
    Touboul, Cyril
    ANTICANCER RESEARCH, 2020, 40 (07) : 4115 - 4121
  • [7] Fusion of magnetic resonance and scintimammography images for breast cancer evaluation: A pilot study
    Duarte, Giuliano Mendes
    Cabello, Cesar
    Torresan, Renato Zocchio
    Alvarenga, Marcelo
    Telles, Gilliat H. Q.
    Bianchessi, Susana Trigo
    Caserta, Nelson
    Segala, Silmara R.
    de Lima, Mariana da Cunha Lopes
    de Camargo Etchebehere, Elba Cristina Sa
    Camargo, Edwaldo E.
    Tinois, Eduardo
    ANNALS OF SURGICAL ONCOLOGY, 2007, 14 (10) : 2903 - 2910
  • [8] Fusion of Magnetic Resonance and Scintimammography Images for Breast Cancer Evaluation: A Pilot Study
    Giuliano Mendes Duarte
    César Cabello
    Renato Zocchio Torresan
    Marcelo Alvarenga
    Gilliat H. Q. Telles
    Susana Trigo Bianchessi
    Nelson Caserta
    Silmara R. Segala
    Mariana da Cunha Lopes de Lima
    Elba Cristina Sá de Camargo Etchebehere
    Edwaldo E. Camargo
    Eduardo Tinois
    Annals of Surgical Oncology, 2007, 14 : 2903 - 2910
  • [9] ULTRASOUND AND MAGNETIC RESONANCE IMAGING FUSION OF IMAGES EVALUATION OF TENOSYNOVITIS - A PILOT STUDY ON A NEW IMAGING TECHNIQUE IN RHEUMATOID ARTHRITIS PATIENTS
    Danielsen, M. A.
    ANNALS OF THE RHEUMATIC DISEASES, 2017, 76 : 19 - 19
  • [10] Magnetic resonance imaging and ultrasound fusion technique in gynecology
    Bazot, M.
    Spagnoli, F.
    Guerriero, S.
    ULTRASOUND IN OBSTETRICS & GYNECOLOGY, 2022, 59 (02) : 141 - 145
12345