MRI Scan Synthesis Methods Based on Clustering and Pix2Pix. - Giulia Baldini 001; Melanie Schmidt 001; Charlotte Zäske; Liliana Lourenco Caldeira (AIME (2), 2024)

Accelerating Artificial Intelligence-based Whole Slide Image Analysis with an Optimized Preprocessing Pipeline. - Fabian Hörst; Sajad H. Schaheer; Giulia Baldini 001; Fin Hendrik Bahnsen; Jan Egger; Jens Kleesiek (Bildverarbeitung für die Medizin, 2024)

Comprehensive Study on German Language Models for Clinical and Biomedical Text Understanding. - Ahmad Idrissi-Yaghir; Amin Dada; Henning Schäfer; Kamyar Arzideh; Giulia Baldini 001; Jan Trienes; Max Hasin; Jeanette Bewersdorff; Cynthia S. Schmidt; Marie Bauer; Kaleb E. Smith; Jiang Bian 001; et al. (LREC/COLING, 2024)

SALT: Introducing a Framework for Hierarchical Segmentations in Medical Imaging using Softmax for Arbitrary Label Trees. - Sven Koitka; Giulia Baldini 001; Cynthia S. Schmidt; Olivia B. Pollok; Obioma Pelka; Judith Kohnke; Katarzyna Borys; Christoph M. Friedrich; Benedikt M. Schaarschmidt; Michael Forsting; Lale Umutlu; Johannes Haubold; et al. (CoRR, 2024)

CellViT: Vision Transformers for precise cell segmentation and classification. - Fabian Hörst; Moritz Rempe; Lukas Heine; Constantin Seibold; Julius Keyl; Giulia Baldini 001; Selma Ugurel; Jens Siveke; Barbara Grünwald; Jan Egger; Jens Kleesiek (Medical Image Anal., 2024)

algo-hhu/FLSpp. - Lukas Drexler; Joshua Könen; Daniel R. Schmidt 001; Melanie Schmidt 001; Giulia Baldini 001 (DROPS Artifacts, 2024)

From admission to discharge: a systematic review of clinical natural language processing along the patient journey. - Katrin Klug; Katharina Beckh; Dario Antweiler; Nilesh Chakraborty; Giulia Baldini 001; Katharina Laue; René Hosch; Felix Nensa; Martin Schuler; Sven Giesselbach (BMC Medical Informatics Decis. Mak., 2024)

From BERT to generative AI - Comparing encoder-only vs. large language models in a cohort of lung cancer patients for named entity recognition in unstructured medical reports. - Kamyar Arzideh; Henning Schäfer; Héctor Allende-Cid; Giulia Baldini 001; Thomas Hilser; Ahmad Idrissi-Yaghir; Katharina Laue; Nilesh Chakraborty; Niclas Doll; Dario Antweiler; Katrin Klug; Niklas Beck; et al. (Comput. Biol. Medicine, 2025)

CADS: A Comprehensive Anatomical Dataset and Segmentation for Whole-Body Anatomy in Computed Tomography. - Murong Xu; Tamaz Amiranashvili; Fernando Navarro; Maksym Fritsak; Ibrahim Ethem Hamamci; Suprosanna Shit; Bastian Wittmann; Sezgin Er; Sebastian M. Christ; Ezequiel de la Rosa; Julian Deseoe; Robert Graf; et al. (CoRR, 2025)