User profiles for Kelsey Pomykala

Kelsey L. Pomykala

Verified email at uk-essen.de
Cited by 872

[HTML][HTML] Medical deep learning—A systematic meta-review

J Egger, C Gsaxner, A Pepe, KL Pomykala… - Computer methods and …, 2022 - Elsevier
Deep learning has remarkably impacted several different scientific disciplines over the last
few years. For example, in image processing and analysis, deep learning algorithms were …

Comparison of visual and semiquantitative analysis of 18F-FDOPA-PET/CT for recurrence detection in glioblastoma patients

…, J Czernin, T Cloughesy, A Lai, KL Pomykala… - Neuro …, 2014 - academic.oup.com
Background Amino acid transport imaging with 18 F-FDOPA PET is increasingly used for
detection of glioblastoma recurrence. However, a standardized image interpretation for 18 F-…

Total-body 68Ga-PSMA-11 PET/CT for bone metastasis detection in prostate cancer patients: Potential impact on bone scan guidelines

KL Pomykala, J Czernin, TR Grogan… - Journal of Nuclear …, 2020 - Soc Nuclear Med
Our purpose was to determine the relationship between serum prostate-specific antigen (PSA)
level categories (<5, 5–10, 10–20, and >20 ng/mL) and the incidence of bone metastases …

GAN-based generation of realistic 3D data: A systematic review and taxonomy

A Ferreira, J Li, KL Pomykala, J Kleesiek… - arXiv preprint arXiv …, 2022 - arxiv.org
Data has become the most valuable resource in today's world. With the massive proliferation
of data-driven algorithms, such as deep learning-based approaches, the availability of data …

GAN-based generation of realistic 3D volumetric data: A systematic review and taxonomy

A Ferreira, J Li, KL Pomykala, J Kleesiek, V Alves… - Medical Image …, 2024 - Elsevier
With the massive proliferation of data-driven algorithms, such as deep learning-based
approaches, the availability of high-quality data is of great interest. Volumetric data is very …

[HTML][HTML] Towards a fast PET/MRI protocol for breast cancer imaging: maintaining diagnostic confidence while reducing PET and MRI acquisition times

…, J Morawitz, F Dietzel, KL Pomykala… - European …, 2023 - Springer
Objectives To investigate the diagnostic feasibility of a shortened breast PET/MRI protocol
in breast cancer patients. Methods Altogether 90 women with newly diagnosed T1 tumor-…

18F‐Fluorodeoxyglucose positron emission tomography/computed tomography for the detection of recurrent bone and soft tissue sarcoma

…, M Rudert, AJ Beer, A Mansour, KL Pomykala… - Cancer, 2013 - Wiley Online Library
BACKGROUND: The clinical utility of modern hybrid imaging modalities for detecting recurrent
bone or soft tissue sarcoma remains to be determined. In this report, the authors present a …

Clinical translation of targeted α-therapy: an evolution or a revolution?

…, M Eiber, K Herrmann, KL Pomykala - Journal of Nuclear …, 2023 - Soc Nuclear Med
The field of radioligand therapy has advanced greatly in recent years, driven largely by β-emitting
therapies targeting somatostatin receptor–expressing tumors and the prostate-specific …

AI-based aortic vessel tree segmentation for cardiovascular diseases treatment: status quo

…, A Pepe, J Li, C Gsaxner, F Zhao, KL Pomykala… - arXiv preprint arXiv …, 2021 - arxiv.org
The aortic vessel tree is composed of the aorta and its branching arteries, and plays a key
role in supplying the whole body with blood. Aortic diseases, like aneurysms or dissections, …

Simultaneous multislice diffusion-weighted imaging versus standard diffusion-weighted imaging in whole-body PET/MRI

…, K Suarez-Weiss, L Umutlu, C Catana, KL Pomykala… - European …, 2023 - Springer
Objective To compare standard (STD-DWI) single-shot echo-planar imaging DWI and
simultaneous multislice (SMS) DWI during whole-body positron emission tomography (PET)/MRI …