Florian Knoll is affiliated with the University of Erlangen-Nuremberg in Germany. Their research primarily focuses on advanced techniques in magnetic resonance imaging (MRI), combining expertise in medicine and biomedical engineering with an emphasis on machine learning applications within medical imaging.
Their scholarly contributions include recent papers such as:
Frequent coauthors in Florian Knoll's research include:
They publish regularly in prominent venues such as:
Their main field of study is medicine, with a particular specialization in radiology, nuclear medicine, and imaging, accounting for the majority of their research output.
Additional subfields include:
The main topics covered in their work focus strongly on advanced MRI techniques and applications, medical imaging techniques, and radiomics with machine learning approaches in medical imaging. Other notable thematic areas include MRI in cancer diagnosis, advanced X-ray and CT imaging, neuroimaging techniques, and cardiac imaging and diagnostics.
Overall, Florian Knoll's research integrates machine learning methods with MRI technology to address challenges in medical imaging reconstruction, contributing to datasets, survey papers, and challenge benchmarks in the field.
Kerstin Hammernik;Teresa Klatzer;Erich Kobler;Michael P. Recht
Jure Zbontar;Florian Knoll;Anuroop Sriram;Matthew J. Muckley
Florian Knoll;Kristian Bredies;Thomas Pock;Rudolf Stollberger
Florian Knoll;Jure Zbontar;Anuroop Sriram;Matthew J Muckley
Florian Knoll;Kerstin Hammernik;Chi Zhang;Steen Moeller
Matthew J. Muckley;Bruno Riemenschneider;Alireza Radmanesh;Sunwoo Kim
Dana J. Lin;Patricia M. Johnson;Florian Knoll;Yvonne W. Lui
Florian Knoll;Tullie Murrell;Anuroop Sriram;Nafissa Yakubova
Florian Knoll;Kerstin Hammernik;Kerstin Hammernik;Erich Kobler;Thomas Pock;Thomas Pock
Martijn A. Cloos;Florian Knoll;Tiejun Zhao;Tiejun Zhao;Kai T. Block
Anuroop Sriram;Jure Zbontar;Tullie Murrell;Aaron Defazio
Jakob Assländer;Martijn A. Cloos;Florian Knoll;Daniel K. Sodickson
Jelle Veraart;Els Fieremans;Ileana O. Jelescu;Florian Knoll
Florian Knoll;Tullie Murrell;Anuroop Sriram;Nafissa Yakubova
Soterios Gyftopoulos;Dana Lin;Florian Knoll;Ankur M. Doshi
Tuomo Valkonen;Kristian Bredies;Florian Knoll
Michael P. Recht;Jure Zbontar;Daniel K. Sodickson;Florian Knoll
Florian Knoll;Christian Clason;Kristian Bredies;Martin Uecker
Florian Knoll;Martin Holler;Thomas Koesters;Ricardo Otazo
Unknown
Unknown
Florian Knoll;Christian Clason;Clemens Diwoky;Rudolf Stollberger
Jakob Assländer;Martijn A Cloos;Florian Knoll;Daniel K Sodickson
Florian Knoll;Kerstin Hammernik;Thomas Pock;Daniel K Sodickson
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