Artificial intelligence predicts immune and inflammatory gene signatures directly from hepatocellular carcinoma histology. J. Hepatol., (77)1:116--127, Elsevier BV, Juli 2022. [PUMA: image artificial immune intelligence; pathology; gene deep learning; signatures; slide whole]
Artificial intelligence to identify genetic alterations in conventional histopathology. J. Pathol., (257)4:430--444, Wiley, Juli 2022. [PUMA: image artificial oncology intelligence; precision analysis; biomarker;]
Overview of Touché 2024: Argumentation Systems. Advances in Information Retrieval: 46th European Conference on Information Retrieval, ECIR 2024, Glasgow, UK, March 24–28, 2024, Proceedings, Part V, 466–473, Springer-Verlag, Berlin, Heidelberg, 2024. [PUMA: Human retrieval values, Argumentation, Image Ideology,] URL
SpheroScan: a user-friendly deep learning tool for spheroid image analysis. Gigascience, (12)Oxford University Press (OUP), Dezember 2022. [PUMA: 3D image deep R-CNN; learning; high-throughput analysis; segmentation spheroids; Image screening; Mask]
Uncertainty estimation in medical image classification: Systematic review. JMIR Med. Inform., (10)8:e36427, August 2022. [PUMA: image out-of-distribution medical detection; deep learning; imaging; classification; calibration; network uncertainty estimation topic_lifescience]