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Prof. Dr. Florian Knoll
List of publications:
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Professur für Computational Imaging
Research focus
(3)
Project Leads
(6)
Project Memberships
(1)
Publications
(78)
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Journal article
Journal article
Book chapter / Article in edited volumes
Book chapter / Article in edited volumes
Authored book
Authored book
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Translation
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Thesis
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Conference contribution
Conference contribution
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Improving the Speed of MRI with Artificial Intelligence (2020)
Johnson PM, Recht MP, Knoll F
Journal article
Artificial Intelligence Explained for Nonexperts (2020)
Razavian N, Knoll F, Geras KJ
Journal article
End-to-End Variational Networks for Accelerated MRI Reconstruction (2020)
Sriram A, Zbontar J, Murrell T, Defazio A, Zitnick CL, Yakubova N, Knoll F, Johnson P
Conference contribution
Image reconstruction for interrupted-beam x-ray CT on diagnostic clinical scanners (2019)
Muckley MJ, Chen B, Vahle T, O'Donnell T, Knoll F, Sodickson AD, Sodickson DK, Otazo R
Journal article
Assessment of the generalization of learned image reconstruction and the potential for transfer learning (2019)
Knoll F, Hammernik K, Kobler E, Pock T, Recht MP, Sodickson DK
Journal article
Artificial intelligence in musculoskeletal imaging: Current status and future directions (2019)
Gyftopoulos S, Lin D, Knoll F, Doshi AM, Rodrigues TC, Recht MP
Journal article, Review article
Joint Multi-anatomy Training of a Variational Network for Reconstruction of Accelerated Magnetic Resonance Image Acquisitions (2019)
Johnson PM, Muckley MJ, Bruno M, Kobler E, Hammernik K, Pock T, Knoll F
Conference contribution
Inverse GANs for accelerated MRI reconstruction (2019)
Narnhofer D, Hammernik K, Knoll F, Pock T
Conference contribution
Machine learning for image reconstruction (2019)
Hammernik K, Knoll F
Authored book
Variational Deep Learning for Low-Dose Computed Tomography (2018)
Kobler E, Muckley M, Chen B, Knoll F, Hammernik K, Pock T, Sodickson D, Otazo R
Conference contribution
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