Search Results for author: Giulia Baldini

Found 3 papers, 1 papers with code

Comprehensive Study on German Language Models for Clinical and Biomedical Text Understanding

no code implementations • 8 Apr 2024 • Ahmad Idrissi-Yaghir, Amin Dada, Henning Schäfer, Kamyar Arzideh, Giulia Baldini, Jan Trienes, Max Hasin, Jeanette Bewersdorff, Cynthia S. Schmidt, Marie Bauer, Kaleb E. Smith, Jiang Bian, Yonghui Wu, Jörg Schlötterer, Torsten Zesch, Peter A. Horn, Christin Seifert, Felix Nensa, Jens Kleesiek, Christoph M. Friedrich

Recent advances in natural language processing (NLP) can be largely attributed to the advent of pre-trained language models such as BERT and RoBERTa.

Domain Adaptation Extractive Question-Answering +5

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MRI Scan Synthesis Methods based on Clustering and Pix2Pix

no code implementations • 8 Dec 2023 • Giulia Baldini, Melanie Schmidt, Charlotte Zäske, Liliana L. Caldeira

The evaluation shows that the segmentation works well with synthesized scans (in particular, with Pix2Pix methods) in many cases.

Clustering Segmentation

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CellViT: Vision Transformers for Precise Cell Segmentation and Classification

1 code implementation • 27 Jun 2023 • Fabian Hörst, Moritz Rempe, Lukas Heine, Constantin Seibold, Julius Keyl, Giulia Baldini, Selma Ugurel, Jens Siveke, Barbara Grünwald, Jan Egger, Jens Kleesiek

Nuclei detection and segmentation in hematoxylin and eosin-stained (H&E) tissue images are important clinical tasks and crucial for a wide range of applications.

Ranked #1 on Cell Detection on PanNuke

Cell Detection Cell Segmentation +4

147

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