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prof. dr. J.P.W. Pluim

Full Professor

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Research Output (179)

Deep learning-based grading of ductal carcinoma in situ in breast histopathology images

Wetstein Suzanne C., Stathonikos Nikolas, Pluim Josien P.W., Heng Yujing J., ter Hoeve Natalie D., Vreuls Celien P.H., van Diest Paul J., Veta Mitko 2021, In: Laboratory Investigation. 101 , p. 525-533 9 p.

Patient-specific fine-tuning of convolutional neural networks for follow-up lesion quantification

Jansen Mariëlle, Kuijf Hugo, Dhara Ashis K., Weaver Nick, Biessels Geert Jan, Strand Robin, Pluim JPW 1 nov 2020, In: Journal of Medical Imaging. 7 , p. 1-15

Automated Quantitative Measures of Terminal Duct Lobular Unit Involution and Breast Cancer Risk

Kensler Kevin H, Liu Emily Z F, Wetstein Suzanne C, Onken Allison M, Luffman Christina I, Baker Gabrielle M, Collins Laura C, Schnitt Stuart J, Bret-Mounet Vanessa C, Veta Mitko, Pluim Josien P W, Liu Ying, Colditz Graham A, Eliassen A Heather, Hankinson Susan E, Tamimi Rulla M, Heng Yujing J nov 2020, In: Cancer Epidemiology Biomarkers & Prevention. 29 , p. 2358-2368 11 p.

Roto-translation equivariant convolutional networks:Application to histopathology image analysis

Lafarge Maxime W, Bekkers Erik J, Pluim Josien P W, Duits Remco, Veta Mitko 31 okt 2020, In: Medical Image Analysis. 68 , p. 101849

Correcting time-intensity curves in dynamic contrast-enhanced breast MRI for inhomogeneous excitation fields at 7T

van Rijssel Michael J., Pluim Josien P.W., Chan Hui Shan M., van den Wildenberg Lieke, Schmitz Alexander M.Th, Luijten Peter R., Gilhuijs Kenneth G.A., Klomp Dennis W.J. 1 aug 2020, In: Magnetic Resonance in Medicine. 84 , p. 1000-1010 11 p.

Quantifying Graft Detachment after Descemet's Membrane Endothelial Keratoplasty with Deep Convolutional Neural Networks

Heslinga Friso G, Alberti Mark, Pluim Josien P W, Cabrerizo Javier, Veta Mitko aug 2020, In: Translational vision science & technology. 9 , p. 1-9 9 p.

Deep Learning Regression for Prostate Cancer Detection and Grading in Bi-parametric MRI

De Vente Coen, Vos Pieter, Hosseinzadeh Matin, Pluim Josien, Veta Mitko 8 mei 2020, In: IEEE Transactions on Biomedical Engineering. 68 , p. 374-383 10 p.

Accelerating implant RF safety assessment using a low-rank inverse update method

Stijnman Peter R.S., Tokaya Janot P., van Gemert Jeroen, Luijten Peter R., Pluim Josien P.W., Brink Wyger M., Remis Rob F., van den Berg Cornelis A.T., Raaijmakers Alexander J.E. 1 mei 2020, In: Magnetic Resonance in Medicine. 83 , p. 1796-1809 14 p.

Progressively Trained Convolutional Neural Networks for Deformable Image Registration

Eppenhof Koen A J, Lafarge Maxime W, Veta Mitko, Pluim Josien P W mei 2020, In: IEEE transactions on medical imaging. 39 , p. 1594-1604 11 p.

Deep learning assessment of breast terminal duct lobular unit involution:Towards automated prediction of breast cancer risk

Wetstein Suzanne C, Onken Allison M, Luffman Christina, Baker Gabrielle M, Pyle Michael E, Kensler Kevin H, Liu Ying, Bakker Bart, Vlutters Ruud, van Leeuwen Marinus B, Collins Laura C, Schnitt Stuart J, Pluim Josien P W, Tamimi Rulla M, Heng Yujing J, Veta Mitko apr 2020, In: PLoS ONE. 15 , p. e0231653

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