Simon Bernatz

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 13

Top Topics

Machine Learning

Squamous Cell Carcinoma

Diffusion Weighted

Bone Mineral Density

Top Venues

Current oncology (Toronto, Ont.)

Nature machine intelligence

Journal of computer assisted tomography

European radiology

This page only lists publications with an associated author ORCID identifier.

Publications

Suraj Pai, Dennis Bontempi, Ibrahim Hadzic, Vasco Prudente, Mateo Sokač, Tafadzwa L Chaunzwa, Simon Bernatz, Ahmed Hosny, Raymond H Mak, Nicolai Juul Birkbak, Hugo J W L Aerts
Foundation model for cancer imaging biomarkers. Nature machine intelligence 6 (3) (2024)
Suraj Pai, Dennis Bontempi, Ibrahim Hadzic, Vasco Prudente, Mateo Sokač, Tafadzwa L Chaunzwa, Simon Bernatz, Ahmed Hosny, Raymond H Mak, Nicolai Juul Birkbak, Hugo J W L Aerts
Foundation model for cancer imaging biomarkers. Nature machine intelligence 6 (3) (2024)
Maximilian N Kinzler, Katrin Bankov, Julia Bein, Claudia Döring, Falko Schulze, Henning Reis, Scherwin Mahmoudi, Vitali Koch, Leon D Grünewald, Angelika Stehle, Dirk Walter, Fabian Finkelmeier, Stefan Zeuzem, Peter J Wild, Thomas J Vogl, Simon Bernatz
CXCL1 and CXCL6 Are Potential Predictors for HCC Response to TACE. Current oncology (Toronto, Ont.) 30 (3) (2023)
Suraj Pai, Dennis Bontempi, Ibrahim Hadzic, Vasco Prudente, Mateo Sokač, Tafadzwa L Chaunzwa, Simon Bernatz, Ahmed Hosny, Raymond H Mak, Nicolai Juul Birkbak, Hugo J W L Aerts
Foundation Models for Quantitative Biomarker Discovery in Cancer Imaging. medRxiv : the preprint server for health sciences (2023)
Maximilian N Kinzler, Katrin Bankov, Julia Bein, Claudia Döring, Falko Schulze, Henning Reis, Scherwin Mahmoudi, Vitali Koch, Leon D Grünewald, Angelika Stehle, Dirk Walter, Fabian Finkelmeier, Stefan Zeuzem, Peter J Wild, Thomas J Vogl, Simon Bernatz
CXCL1 and CXCL6 Are Potential Predictors for HCC Response to TACE. Current oncology (Toronto, Ont.) 30 (3) (2023)
Simon Bernatz, Ines Böth, Jörg Ackermann, Iris Burck, Scherwin Mahmoudi, Lukas Lenga, Simon S Martin, Jan-Erik Scholtz, Vitali Koch, Leon D Grünewald, Ina Koch, Timo Stöver, Peter J Wild, Ria Winkelmann, Thomas J Vogl, Daniel Pinto Dos Santos
Does Dual-Energy Computed Tomography Material Decomposition Improve Radiomics Capability to Predict Survival in Head and Neck Squamous Cell Carcinoma Patients? A Preliminary Investigation. Journal of computer assisted tomography (2023)
Simon Bernatz, Vitali Koch, Daniel Pinto Dos Santos, Jörg Ackermann, Leon D Grünewald, Inga Weitkamp, Ibrahim Yel, Simon S Martin, Lukas Lenga, Jan-Erik Scholtz, Thomas J Vogl, Scherwin Mahmoudi
Comparison of radiomics models and dual-energy material decomposition to decipher abdominal lymphoma in contrast-enhanced CT. International journal of computer assisted radiology and surgery (2023)
Maximilian N Kinzler, Katrin Bankov, Julia Bein, Claudia Döring, Falko Schulze, Henning Reis, Scherwin Mahmoudi, Vitali Koch, Leon D Grünewald, Angelika Stehle, Dirk Walter, Fabian Finkelmeier, Stefan Zeuzem, Peter J Wild, Thomas J Vogl, Simon Bernatz
CXCL1 and CXCL6 Are Potential Predictors for HCC Response to TACE. Current oncology (Toronto, Ont.) 30 (3) (2023)
Leon David Gruenewald, Vitali Koch, Simon S Martin, Ibrahim Yel, Scherwin Mahmoudi, Simon Bernatz, Katrin Eichler, Tatjana Gruber-Rouh, Daniel Pinto Dos Santos, Tommaso D Angelo, Stefan Wesarg, Eva Herrmann, Rejane Golbach, Marlin Handon, Thomas Joseph Vogl, Christian Booz
Dual-Energy CT-based Opportunistic Volumetric Bone Mineral Density Assessment of the Distal Radius. Radiology 308 (2) (2023)
Simon Bernatz, Ines Böth, Jörg Ackermann, Iris Burck, Scherwin Mahmoudi, Lukas Lenga, Simon S Martin, Jan-Erik Scholtz, Vitali Koch, Leon D Grünewald, Ina Koch, Timo Stöver, Peter J Wild, Ria Winkelmann, Thomas J Vogl, Daniel Pinto Dos Santos
Radiomics for therapy-specific head and neck squamous cell carcinoma survival prognostication (part I). BMC medical imaging 23 (1) (2023)
Makoto Kiyose, Eva Herrmann, Jenny Roesler, Pia S Zeiner, Joachim P Steinbach, Marie-Therese Forster, Karl H Plate, Marcus Czabanka, Thomas J Vogl, Elke Hattingen, Michel Mittelbronn, Stella Breuer, Patrick N Harter, Simon Bernatz
MR imaging profile and histopathological characteristics of tumour vasculature, cell density and proliferation rate define two distinct growth patterns of human brain metastases from lung cancer. Neuroradiology (2022)
Simon Bernatz, Saif Afat, Ahmed E Othman, Konstantin Nikolaou, Malte Sieren, Marwin-Jonathan Sähn, Daniel Pinto Dos Santos, Tobias Penzkofer, Andreas Michael Bucher, Bernd Hamm, Thomas J Vogl, Boris Bodelle, null null
Impact of the COVID-19 Pandemic on Radiology in Inpatient and Outpatient Care in Germany: A Nationwide Survey Regarding the First and Second Wave. RoFo : Fortschritte auf dem Gebiete der Rontgenstrahlen und der Nuklearmedizin (2021)
Simon Bernatz, Jörg Ackermann, Philipp Mandel, Benjamin Kaltenbach, Yauheniya Zhdanovich, Patrick N Harter, Claudia Döring, Renate Hammerstingl, Boris Bodelle, Kevin Smith, Andreas Bucher, Moritz Albrecht, Nicolas Rosbach, Lajos Basten, Ibrahim Yel, Mike Wenzel, Katrin Bankov, Ina Koch, Felix K-H Chun, Jens Köllermann, Peter J Wild, Thomas J Vogl
Comparison of machine learning algorithms to predict clinically significant prostate cancer of the peripheral zone with multiparametric MRI using clinical assessment categories and radiomic features. European radiology 30 (12) (2020)