Marcel Kollovieh

About Marcel Kollovieh

Marcel Kollovieh, With an exceptional h-index of 2 and a recent h-index of 2 (since 2020), a distinguished researcher at Technische Universität München, specializes in the field of Machine Learning, Computer Vision, Medical Imaging.

His recent articles reflect a diverse array of research interests and contributions to the field:

Predict, refine, synthesize: Self-guiding diffusion models for probabilistic time series forecasting

Expected Probabilistic Hierarchies

U-PET: Mri-based dementia detection with joint generation of synthetic FDG-PET images

Geometry-aware neural solver for fast Bayesian calibration of brain tumor models

Self-Supervised Learning from Unlabeled Fundus Photographs Improves Segmentation of the Retina

Marcel Kollovieh Information

University

Position

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Citations(all)

26

Citations(since 2020)

26

Cited By

1

hIndex(all)

2

hIndex(since 2020)

2

i10Index(all)

1

i10Index(since 2020)

1

Email

University Profile Page

Google Scholar

Marcel Kollovieh Skills & Research Interests

Machine Learning

Computer Vision

Medical Imaging

Top articles of Marcel Kollovieh

Predict, refine, synthesize: Self-guiding diffusion models for probabilistic time series forecasting

Advances in Neural Information Processing Systems

2024/2/13

Expected Probabilistic Hierarchies

2023/10/13

U-PET: Mri-based dementia detection with joint generation of synthetic FDG-PET images

arXiv preprint arXiv:2206.08078

2022/6/16

Geometry-aware neural solver for fast Bayesian calibration of brain tumor models

IEEE Transactions on Medical Imaging

2021/12/20

Self-Supervised Learning from Unlabeled Fundus Photographs Improves Segmentation of the Retina

arXiv preprint arXiv:2108.02798

2021/8/5

Marcel Kollovieh
Marcel Kollovieh

H-Index: 1

Vasilis Ntziachristos
Vasilis Ntziachristos

H-Index: 68

See List of Professors in Marcel Kollovieh University(Technische Universität München)

Co-Authors

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