Tufve Nyholm

Full Professor, Umeå University

Joined

May 2019

Names

Tufve Nyholm (Preferred)

Emails

****@umu.se (Confirmed)

Personal Links

Career & Education History

Full Professor

Umeå University (umu.se)

2017 – Present

Advisors, Relations & Conflicts

PhD Advisor

Saeideh Ghanbari Azar

2022 – 2026

Expertise

Radiotherapy

2007 – 2026

Publications

PyDoseRT: A physics-informed, plug-and-play dose engine for gradient-based radiotherapy treatment planning
Attila Simkó, Matthias Kronsteiner, Simon Glatzer, Minh Hoang Vu, Josef A. Lundman, Joakim Jonsson, Jörgen Olofsson, Kristina Sandgren, Wolfgang Lechner, Dietmar Georg, Tommy Löfstedt, Tufve Nyholm, Anders Garpebring, Gerd Heilemann
- MIDL 2026 - Short Papers Poster
- Readers: Everyone
ProstateZones – Segmentations of the prostatic zones and urethra for the PROSTATEx dataset
William Holmlund, Attila Simkó, Karin Söderkvist, Péter Palásti, Szilvia Tótin, Kamilla Kalmár, Zsófia Domoki, Zsuzsanna Fejes, Zsigmond Tamás Kincses, Patrik Brynolfsson, Tufve Nyholm
- MIDL 2025 - Short Papers
- Readers: Everyone
From Promise to Practice: A Study of Common Pitfalls Behind the Generalization Gap in Machine Learning
Saeideh Ghanbari Azar, Lorenzo Tronchin, Attila Simkó, Tufve Nyholm, Tommy Löfstedt
- Accepted by TMLR
- Readers: Everyone
Compressing the Activation Maps in Deep Convolutional Neural Networks and Its Regularizing Effect
Minh Hoang Vu, Anders Garpebring, Tufve Nyholm, Tommy Löfstedt
- Accepted by TMLR
- Readers: Everyone
Reproducibility of the Methods in Medical Imaging with Deep Learning.
Attila Simkó, Anders Garpebring, Joakim Jonsson, Tufve Nyholm, Tommy Löfstedt
- Published: 04 Apr 2023, Last Modified: 10 May 2023
- MIDL 2023 Oral
- Readers: Everyone
MRI bias field correction with an implicitly trained CNN.
Attila Tibor Simko, Tommy Löfstedt, Anders Garpebring, Tufve Nyholm, Joakim Jonsson
- Published: 28 Feb 2022, Last Modified: 16 May 2023
- MIDL 2022
- Readers: Everyone
Changing the Contrast of Magnetic Resonance Imaging Signals using Deep Learning
Attila Tibor Simko, Tommy Löfstedt, Anders Garpebring, Mikael Bylund, Tufve Nyholm, Joakim Jonsson
- Published: 31 Mar 2021, Last Modified: 16 May 2023
- MIDL 2021
- Readers: Everyone

Co-Authors

View all 26 co-authors