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Giulia Baldini
Giulia Baldini
Research Assistant at University Hospital Essen
Verified email at uk-essen.de
Title
Cited by
Cited by
Year
Cellvit: Vision transformers for precise cell segmentation and classification
F Hörst, M Rempe, L Heine, C Seibold, J Keyl, G Baldini, S Ugurel, ...
Medical Image Analysis 94, 103143, 2024
132024
CT-derived body composition analysis could possibly replace DXA and BIA to monitor NET-patients
L Kroll, A Mathew, G Baldini, R Hosch, S Koitka, J Kleesiek, C Rischpler, ...
Scientific Reports 12 (1), 13419, 2022
112022
FHIR-PYrate: a data science friendly Python package to query FHIR servers
R Hosch, G Baldini, V Parmar, K Borys, S Koitka, M Engelke, K Arzideh, ...
BMC Health Services Research 23 (1), 734, 2023
62023
Optimizing platelet transfusion through a personalized deep learning risk assessment system for demand management
M Engelke, CS Schmidt, G Baldini, V Parmar, R Hosch, K Borys, S Koitka, ...
Blood 142 (26), 2315-2326, 2023
32023
BOA: a CT-based body and organ analysis for radiologists at the point of care
J Haubold, G Baldini, V Parmar, BM Schaarschmidt, S Koitka, L Kroll, ...
Investigative Radiology, 10.1097, 2023
32023
AI-based digital histopathology for perihilar cholangiocarcinoma: A step, not a jump
DP Hoyer, S Ting, N Rogacka, S Koitka, R Hosch, N Flaschel, J Haubold, ...
Journal of Pathology Informatics 15, 100345, 2024
12024
MRI scan synthesis methods based on clustering and Pix2Pix
G Baldini, M Schmidt, C Zäske, LL Caldeira
arXiv preprint arXiv:2312.05176, 2023
12023
Comprehensive Study on German Language Models for Clinical and Biomedical Text Understanding
A Idrissi-Yaghir, A Dada, H Schäfer, K Arzideh, G Baldini, J Trienes, ...
arXiv preprint arXiv:2404.05694, 2024
2024
Accelerating Artificial Intelligence-based Whole Slide Image Analysis with an Optimized Preprocessing Pipeline
F Hörst, SH Schaheer, G Baldini, FH Bahnsen, J Egger, J Kleesiek
BVM Workshop, 356-361, 2024
2024
Using a generative adversarial network to generate synthetic MRI images for multi-class automatic segmentation of brain tumors
P Raut, G Baldini, M Schöneck, L Caldeira
Frontiers in Radiology 3, 1336902, 2024
2024
Addressing the Contrast Media Recognition Challenge: A Fully Automated Machine Learning Approach for Predicting Contrast Phases in CT Imaging
G Baldini, R Hosch, CS Schmidt, K Borys, L Kroll, S Koitka, P Haubold, ...
Investigative Radiology, 10.1097, 2023
2023
Mapping Brain Clusterings to Reproduce Missing MRI Scans
G Baldini, M Schmidt, C Zäske, L Caldeira
Universität zu Köln, 2021
2021
SMITH Science Day 2022
G Baldini, K Arzideh, J Trienes, J Schlötterer, C Seifert, F Nensa
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Articles 1–13