Bridging the gap between prostate radiology and pathology through machine learning

Autor: Indrani Bhattacharya, David S. Lim, Han Lin Aung, Xingchen Liu, Arun Seetharaman, Christian A. Kunder, Wei Shao, Simon J. C. Soerensen, Richard E. Fan, Pejman Ghanouni, Katherine J. To'o, James D. Brooks, Geoffrey A. Sonn, Mirabela Rusu

Publikováno v: Medical physics. 49(8)

Prostate cancer is the second deadliest cancer for American men. While Magnetic Resonance Imaging (MRI) is increasingly used to guide targeted biopsies for prostate cancer diagnosis, its utility remains limited due to high rates of false positives an

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::f850aeaa72758d182cbcf52585205255
https://pubmed.ncbi.nlm.nih.gov/35633505

MP43-02 LESSONS LEARNED IN APPLYING DEEP LEARNING TO FACILITATE PROSTATE MR-US FUSION BIOPSY WORKFLOW

Autor: Simon John Christoph Soerensen, Arun Seetharaman, Michael Borre, Indrani Bhattacharya, Geoffrey A. Sonn, Richard E. Fan, Wei Shao, Katherine J. To'o, Alan Thong, Mirabela Rusu

Publikováno v: Journal of Urology. 206

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::a619460e662b0f4f40cbe529074cb92c
https://doi.org/10.1097/ju.0000000000002064.02

ProGNet:Prostate gland segmentation on MRI with deep learning

Autor: Arun Seetharaman, Indrani Bhattacharya, Wei Shao, Leo C Chen, Michael Borre, Mirabela Rusu, Benjamin I. Chung, Geoffrey A. Sonn, Katherine J. To'o, Richard E. Fan, Simon John Christoph Soerensen

Publikováno v: Soerensen, S J C, Fan, R, Seetharaman, A, Chen, L, Shao, W, Bhattacharya, I, Borre, M, Chung, B, To'O, K, Sonn, G & Rusu, M 2021, ProGNet : Prostate gland segmentation on MRI with deep learning . in I Isgum & B A Landman (eds), Medical Imaging 2021 : Image Processing ., 115962R, SPIE-International Society for Optical Engineering, Progress in Biomedical Optics and Imaging-Proceedings of SPIE, vol. 11596, Medical Imaging 2021: Image Processing, Virtual, Online, United States, 15/02/2021 . https://doi.org/10.1117/12.2580448

The use of magnetic resonance-ultrasound fusion targeted biopsy improves diagnosis of aggressive prostate cancer. Fusion of ultrasound & magnetic resonance images (MRI) requires accurate prostate segmentations. In this paper, we developed a 2.5 dimen

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::98749703f1040a5f151b8fe90103544b
https://pure.au.dk/portal/da/publications/prognet(1baabf25-c706-43cb-ae98-376dfd07507b).html

Prostate Magnetic Resonance Imaging Interpretation Varies Substantially Across Radiologists

Autor: Nancy Wang, Bruce L. Daniel, Katherine J. To'o, Alan Thong, Andreas M. Loening, John T. Leppert, Pejman Ghanouni, Richard E. Fan, James D. Brooks, Geoffrey A. Sonn

Publikováno v: European urology focus. 5(4)

Multiparametric magnetic resonance imaging (mpMRI) interpreted by experts is a powerful tool for diagnosing prostate cancer. However, the generalizability of published results across radiologists of varying expertise has not been verified.To assess v

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::f6e1bdb8bfb7a547d882495b1f13cc25
https://pubmed.ncbi.nlm.nih.gov/29226826

Imaging of traumatic adrenal injury

Autor: Katherine J. To’o, Vinay Duddalwar

Publikováno v: Emergency Radiology. 19:499-503

Traumatic adrenal injury is a relatively rare event, reported in 0.15 to 4 % of blunt abdominal trauma cases. The location of the adrenal glands, protected deeply within the retroperitoneum, accounts for the rarity of adrenal trauma. These injuries a

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::c060a2a08ce5d534db07647d7b0a89a0
https://doi.org/10.1007/s10140-012-1063-y