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Recent advances in deep learning for medical imaging

Lecture: Recent advances in deep learning for medical imaging

Time: June 3rd, 2021, 10:00-12:00 a.m.

Avenue: B306, Mingli Building

Organizer and sponsor: Science and Technology Department

                          School of Computer Science

Lecturer: Yi Zhang

AbstractIn this talk, we will briefly introduce recent advances in deep learning for medical imaging in the deep imaging group (DIG) of Sichuan University. The main content covers several interesting topics, including semi- or weak- supervised learning for medical imaging, graph network for image reconstruction. Hopefully, we can share some experience in this field with our colleagues.


Yi Zhang is PhD, professor, doctoral supervisor and Director of School of Computer Science, Sichuan University,working on medical physics and image inverse problems. His research interests include image reconstruction, sparse representation, and deep learning. He has published more than 70 papers inIEEE TMI, IEEE TCI, IEEE TRPMS, OE, BOE, JOSA A, Neurocomputing, European Radiologyand other authoritative international academic journals. He has been invited to many mainstream conferences in this field (MICCAI, IEEE NSS/MIC, IEEE ISBI, Fully 3D, SIAM Image Science, SPIE Optics Engineering + Applications, CSIAM, etc.).

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