Results for: r mann ,
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2022
Four-Dimensional Machine Learning Radiomics for the Pretreatment Assessment of Breast Cancer Pathologic Complete Response to Neoadjuvant Chemotherapy in Dynamic Contrast-Enhanced MRI
M. Caballo, W. Sanderink, L. Han, Y. Gao, A. Athanasiou and R. Mann
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2022
4D radiomics in dynamic contrast-enhanced MRI: prediction of pathological complete response and systemic recurrence in triple-negative breast cancer
M. Caballo, W. Sanderink, L. Han, Y. Gao, A. Athanasiou and R. Mann.
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2021
Multi-Marker Quantitative Radiomics for Mass Characterization in Dedicated Breast CT Imaging
M. Caballo, D. Pangallo, W. Sanderink, A. Hernandez, S. Lyu, F. Molinari, J. Boone, R. Mann and I. Sechopoulos.
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2021
Computer-aided diagnosis of masses in breast computed tomography imaging: deep learning model with combined handcrafted and convolutional radiomic features
M. Caballo, A. Hernandez, S. Lyu, J. Teuwen, R. Mann, B. van Ginneken, J. Boone and I. Sechopoulos
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2021
Impact of Artificial Intelligence Decision Support Using Deep Learning on Breast Cancer Screening Interpretation with Single-View Wide-Angle Digital Breast Tomosynthesis
M. Pinto, A. Rodríguez-Ruiz, K. Pedersen, S. Hofvind, J. Wicklein, S. Kappler, R. Mann and I. Sechopoulos.
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2021
Comparison of simultaneous multi-slice single-shot DWI to readout-segmented DWI for evaluation of breast lesions at 3T MRI
W. Sanderink, J. Teuwen, L. Appelman, L. Moy, L. Heacock, E. Weiland, N. Karssemeijer, P. Baltzer, I. Sechopoulos and R. Mann.
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2021
Diffusion weighted imaging for evaluation of breast lesions: Comparison between high b-value single-shot and routine readout-segmented sequences at 3 T
W. Sanderink, J. Teuwen, L. Appelman, L. Moy, L. Heacock, E. Weiland, I. Sechopoulos and R. Mann.
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2020
Deep learning-based segmentation of breast masses in dedicated breast CT imaging: Radiomic feature stability between radiologists and artificial intelligence.
M. Caballo, D. Pangallo, R. Mann and I. Sechopoulos.
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2020
Stand-alone artificial intelligence - The future of breast cancer screening?
I. Sechopoulos and R. Mann
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2020
Reliability of MRI tumor size measurements for minimal invasive treatment selection in small breast cancers.
W. Sanderink, M. Caballo, L. Strobbe, W. Bult P. and.Vreuls, D. Venderink, I. Sechopoulos, N. Karssemeijer and R. Mann.
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2020
Minimally invasive breast cancer excision using the breast lesion excision system under ultrasound guidance
W. Sanderink, L. Strobbe, P. Bult, M. Schlooz-Vries, S. Lardenoije, D. Venderink, I. Sechopoulos, N. Karssemeijer, W. Vreuls and R. Mann.
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2019
Breast parenchyma analysis and classification for breast masses detection using texture feature descriptors and neural networks in dedicated breast CT images
M. Caballo, J. Teuwen, R. Mann and I. Sechopoulos.
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2019
Stand-Alone Artificial Intelligence for Breast Cancer Detection in Mammography: Comparison With 101 Radiologists
A. Rodriguez-Ruiz, K. Lang, A. Gubern-Merida, M. Broeders, G. Gennaro, P. Clauser, T. Helbich, M. Chevalier, T. Tan, T. Mertelmeier, M. Wallis, A. I, S. Zackrisson, R. Mann and I. Sechopoulos
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2018
An unsupervised automatic segmentation algorithm for breast tissue classification of dedicated breast computed tomography images.
M. Caballo, J. Boone, R. Mann and I. Sechopoulos.
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2018
Patient-Based 4D Digital Breast Phantom for Perfusion Contrast-Enhanced Breast CT Imaging.
M. Caballo, R. Mann and I. Sechopoulos.
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2018
New reconstruction algorithm for digital breast tomosynthesis: better image quality for humans and computers
A. Rodríguez-Ruiz, J. Teuwen, S. Vreemann, R. Bouwman, R. van Engen, N. Karssemeijer, R. Mann, A. Gubern-Merida and I. Sechopoulos.
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2018
Development of 3D patient-based super-resolution digital breast phantoms using machine learning.
M. Caballo, C. Fedon, L. Brombal, R. Mann, R. Longo and I. Sechopoulos.
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2018
Detection of Breast Cancer with Mammography: Effect of an Artificial Intelligence Support System
A. Rodríguez-Ruiz, E. Krupinsky, J. Mordang, K. Schilling, S. Heywang-Kobrunner, I. Sechopoulos and R. Mann.
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2018
Comparison of breast cancer detection and depiction between planar and rotating synthetic mammography generated from breast tomosynthesis
A. Rodríguez-Ruiz, S. Lardenoije, A. Wanders, I. Sechopoulos and R. Mann.
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2018
Advances in breast intervention: where are we now and where should we be?
W. Sanderink and R. Mann.