Deep Learning How to Fit an Intravoxel Incoherent Motion Model to Diffusion-Weighted MRI

Autor: Barbieri, Sebastiano, Gurney-Champion, Oliver J., Klaassen, Remy, Thoeny, Harriet C.

Publikováno v: Magnetic Resonance in Medicine 2019

Purpose: This prospective clinical study assesses the feasibility of training a deep neural network (DNN) for intravoxel incoherent motion (IVIM) model fitting to diffusion-weighted magnetic resonance imaging (DW-MRI) data and evaluates its performan

Externí odkaz: http://arxiv.org/abs/1903.00095

Non-invasive imaging prediction of tumor hypoxia: A novel developed and externally validated CT and FDG-PET-based radiomic signatures

Autor: Sanduleanu, Sebastian, Jochems, Arthur, Upadhaya, Taman, Even, Aniek J.G., Leijenaar, Ralph T.H., Dankers, Frank J.W.M., Klaassen, Remy, Woodruff, Henry C., Hatt, Mathieu, Kaanders, Hans J.A.M., Hamming-Vrieze, Olga, van Laarhoven, Hanneke W.M., Subramiam, Rathan M., Huang, Shao Hui, O'Sullivan, Brian, Bratman, Scott V., Dubois, Ludwig J., Miclea, Razvan L., Di Perri, Dario, Geets, Xavier, Crispin-Ortuzar, Mireia, Apte, Aditya, Deasy, Joseph O., Oh, Jung Hun, Lee, Nancy Y., Humm, John L., Schöder, Heiko, De Ruysscher, Dirk, Hoebers, Frank, Lambin, Philippe

Publikováno v: In Radiotherapy and Oncology December 2020 153:97-105

Added value of 3T MRI and the MRI-halo sign in assessing resectability of locally advanced pancreatic cancer following induction chemotherapy (IMAGE-MRI):prospective pilot study

Autor: Stoop, Thomas F., van Veldhuisen, Eran, van Rijssen, L. Bengt, Klaassen, Remy, Gurney-Champion, Oliver J., de Hingh, Ignace H., Busch, Olivier R., van Laarhoven, Hanneke W. M., van Lienden, Krijn P., Stoker, Jaap, Wilmink, Johanna W., Nio, C. Yung, Nederveen, Aart J., Engelbrecht, Marc R. W., Besselink, Marc G., Bosscha, Koop, Nieuwehof-Biesheuvel, Loes van den, Marsman, Hendrik A., Seelen, Leonard W. F.

Publikováno v: IMAGE study group 2022, ' Added value of 3T MRI and the MRI-halo sign in assessing resectability of locally advanced pancreatic cancer following induction chemotherapy (IMAGE-MRI) : prospective pilot study ', Langenbeck's Archives of Surgery, vol. 407, no. 8, pp. 3487-3499 . https://doi.org/10.1007/s00423-022-02653-y
Langenbeck's Archives of Surgery, 407(8), 3487-3499. Springer Verlag
Langenbeck's Archives of Surgery. Springer Verlag

Background Restaging of locally advanced pancreatic cancer (LAPC) after induction chemotherapy using contrast-enhanced computed tomography (CE-CT) imaging is imprecise in evaluating local tumor response. This study explored the value of 3 Tesla (3 T)

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::d5220576d2bf1d3207d86adfeaf25bbb
https://research.vumc.nl/en/publications/f76fcd79-0f8f-49ff-b1c4-fc7437430934

Feasibility of CT radiomics to predict treatment response of individual liver metastases in esophagogastric cancer patients.

Autor: Klaassen, Remy^1,2 r.klaassen@amc.uva.nl, Larue, Ruben T. H. M.³, Mearadji, Banafsche⁴, van der Woude, Stephanie O.¹, Stoker, Jaap⁴, Lambin, Philippe³, van Laarhoven, Hanneke W. M.¹

Publikováno v: PLoS ONE. 11/15/2018, Vol. 13 Issue 11, p1-13. 13p.

Comparison of six fit algorithms for the intra-voxel incoherent motion model of diffusion-weighted magnetic resonance imaging data of pancreatic cancer patients.

Autor: Gurney-Champion, Oliver J.¹ oliver.gurney.champion@gmail.com, Klaassen, Remy², Froeling, Martijn^3,4, Barbieri, Sebastiano⁵, Stoker, Jaap⁴, Engelbrecht, Marc R. W.⁴, Wilmink, Johanna W.^2,6, Besselink, Marc G.⁷, Bel, Arjan⁸, van Laarhoven, Hanneke W. M.², Nederveen, Aart J.⁴

Publikováno v: PLoS ONE. 4/4/2018, Vol. 13 Issue 4, p1-18. 18p.