Prostate Whole-Mount Histology Reconstruction and Registration to MRI for Correlating in-vivo Observations with Biological Findings

被引:0
|
作者
Commandeur, Frederic [1 ,2 ]
Acosta, Oscar [1 ,2 ]
Simon, Antoine [1 ,2 ]
Mathieu, Romain [3 ]
Fautrel, Alain [4 ]
Gnep, Khemara [1 ,2 ,5 ]
Haigron, Pascal [1 ,2 ]
de Crevoisier, Renaud [1 ,2 ,5 ]
机构
[1] INSERM, U1099, Rennes, France
[2] Univ Rennes 1, LTSI, F-35014 Rennes, France
[3] CHU Pontchaillou, Dept Urol, Rennes, France
[4] Lab Histopathol, Platform H2P2, Rennes, France
[5] Ctr Eugene Marquis, Dept Radiotherapy, Rennes, France
关键词
CANCER; SPECIMENS; DIAGNOSIS;
D O I
暂无
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Multi-parametric magnetic resonance imaging (mMRI) is the standard exam for prostate cancer diagnosis, staging and risk assessment in current clinical routine. Correlating mMRI in-vivo observations with biological findings from radical prostatectomy specimen would improve the optimal therapy selection. Thus, we proposed a method for reconstructing and registering the prostate whole-mount histology (WMH) to the MRI, considering a thin slicing of the prostatectomy specimen. The method was evaluated on 3 patients, included in a prospective study, for which hematein-eosin-safran and immunohistochemistry stainings were performed. The registration error was assessed by measuring the Euclidean distance between landmarks, previously identified by an expert on both mMRI and histological slices. The mean error was 4.90 +/- 1.34 mm. Our method demonstrated promising results for registering prostate WMH to in-vivo mMRI, thus allowing for spatial accurate correlation between radiologic observations and biological information.
引用
收藏
页码:2399 / 2402
页数:4
相关论文
共 50 条
  • [1] Registration of whole-mount histology and tomography of the prostate using particle filtering
    Nir, Guy
    Salcudean, Septimiu E.
    MEDICAL IMAGING 2013: DIGITAL PATHOLOGY, 2013, 8676
  • [2] Registration of Whole-Mount Histology and Volumetric Imaging of the Prostate Using Particle Filtering
    Nir, Guy
    Sahebjavaher, Ramin S.
    Kozlowski, Piotr
    Chang, Silvia D.
    Jones, Edward C.
    Goldenberg, S. Larry
    Salcudean, Septimiu E.
    IEEE TRANSACTIONS ON MEDICAL IMAGING, 2014, 33 (08) : 1601 - 1613
  • [3] ENDORECTAL MR-IMAGING OF THE PROSTATE - CORRELATION OF IN-VIVO AND EX-VIVO MR FINDINGS WITH HISTOPATHOLOGIC FINDINGS OF WHOLE-MOUNT SPECIMEN
    VOGL, TJ
    BINZ, U
    FRIEDRICHS, R
    PEGIOS, W
    LOBECK, H
    NAGEL, R
    RADIOLOGY, 1995, 197 : 254 - 254
  • [4] RAPHIA: A deep learning pipeline for the registration of MRI and whole-mount histopathology images of the prostate
    Shao, Wei
    Vesal, Sulaiman
    Soerensen, Simon J.C.
    Bhattacharya, Indrani
    Golestani, Negar
    Yamashita, Rikiya
    Kunder, Christian A.
    Fan, Richard E.
    Ghanouni, Pejman
    Brooks, James D.
    Sonn, Geoffrey A.
    Rusu, Mirabela
    Computers in Biology and Medicine, 2024, 173
  • [5] Slice Correspondence Estimation using SURF Descriptors and Context-Based Search for Prostate Whole-Mount Histology MRI Registration
    Guzman, Lina
    Commandeur, Frederic
    Acosta, Oscar
    Simon, Antoine
    Fautrel, Alain
    Rioux-Leclercq, Nathalie
    Romero, Eduardo
    Mathieu, Romain
    de Crevoisier, Renaud
    2016 38TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2016, : 1163 - 1166
  • [6] Preliminary Feasibility Study: Modeling 3D Deformations of the Prostate From Whole-Mount Histology to in Vivo MRI
    McNiven, A.
    Moseley, J.
    Langer, D. L.
    Haider, M. A.
    Brock, K. K.
    MEDICAL PHYSICS, 2009, 36 (06)
  • [7] Multimodal image registration of ex vivo 4 Tesla MRI with whole mount histology for prostate cancer detection
    Chappelow, Jonathan
    Madabhushi, Anant
    Rosen, Mark
    Tomaszeweski, John
    Feldman, Michael
    MEDICAL IMAGING 2007: IMAGE PROCESSING, PTS 1-3, 2007, 6512
  • [8] Optimized SIFTFlow for registration of whole-mount histology to reference optical images
    Shojaii, Rushin
    Martel, Anne L.
    JOURNAL OF MEDICAL IMAGING, 2016, 3 (04)
  • [9] Spatially Weighted Mutual Information (SWMI) for Registration of Digitally Reconstructed ex vivo Whole Mount Histology and in vivo prostate MRI
    Patel, Pratik
    Chappelow, Jonathan
    Tomaszewski, John
    Feldman, Michael D.
    Rosen, Mark
    Shih, Natalie
    Madabhushi, Anant
    2011 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2011, : 6269 - 6272
  • [10] Validation of Direct Registration of Whole-Mount Prostate Digital Histopathology to ex vivo MR Images
    Gibson, Eli
    Crukley, Cathie
    Gomez, Jose
    Moussa, Madeleine
    Chin, Joseph L.
    Bauman, Glenn
    Fenster, Aaron
    Ward, Aaron D.
    PROSTATE CANCER IMAGING: IMAGE ANALYSIS AND IMAGE-GUIDED INTERVENTIONS, 2011, 6963 : 134 - +