Tommy Lofstedt - Publications

Applying nephelometry for analyzing liquid yeast cultures.

Journal: Biochemistry and biophysics reports

Published: December 15, 2025

LatentAugment: Data Augmentation via Guided Manipulation of GAN's Latent Space.

Journal: IEEE transactions on pattern analysis and machine intelligence

Published: September 01, 2025

Beyond a single mode: GAN ensembles for diverse medical data generation.

Journal: Computer methods and programs in biomedicine

Published: August 04, 2025

Enhancing computation speed and accuracy in deep image prior-based parameter mapping.

Journal: Magnetic resonance in medicine

Published: March 03, 2025

Near-Infrared Spectroscopy Combined With Skin Impedance for Detection of Skin Cancer in Primary Care.

Journal: Skin research and technology : official journal of International Society for Bioengineering and the Skin (ISBS) [and] International Society for Digital Imaging of Skin (ISDIS) [and] International Society for Skin Imaging (ISSI)

Published: November 19, 2024

Compressing regularized dynamics improves link prediction with the map equation in sparse networks.

Journal: Physical review. E

Published: October 11, 2024

Improving MR image quality with a multi-task model, using convolutional losses.

Journal: BMC medical imaging

Published: May 09, 2023

QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation - Analysis of Ranking Scores and Benchmarking Results.

Journal: The journal of machine learning for biomedical imaging

Published: March 31, 2023

Towards MR contrast independent synthetic CT generation.

Journal: Zeitschrift fur medizinische Physik

Published: December 01, 2022

Denoising and uncertainty estimation in parameter mapping with approximate Bayesian deep image priors.

Journal: Magnetic resonance in medicine

Published: November 26, 2022

Transformer-based deep learning for predicting protein properties in the life sciences.

Journal: eLife

Published: August 22, 2022

A Data-Adaptive Loss Function for Incomplete Data and Incremental Learning in Semantic Image Segmentation.

Journal: IEEE transactions on medical imaging

Published: December 29, 2021