Search Results for author: Hugo Aerts

Found 2 papers, 2 papers with code

MRSegmentator: Robust Multi-Modality Segmentation of 40 Classes in MRI and CT Sequences

1 code implementation • 10 May 2024 • Hartmut Häntze, Lina Xu, Felix J. Dorfner, Leonhard Donle, Daniel Truhn, Hugo Aerts, Mathias Prokop, Bram van Ginneken, Alessa Hering, Lisa C. Adams, Keno K. Bressem

Results: The model showcased high accuracy in segmenting well-defined organs, achieving Dice Similarity Coefficient (DSC) scores of 0. 97 for the right and left lungs, and 0. 95 for the heart.

Model Optimization Organ Segmentation +2

Paper
Code

Cross-Care: Assessing the Healthcare Implications of Pre-training Data on Language Model Bias

1 code implementation • 9 May 2024 • Shan Chen, Jack Gallifant, Mingye Gao, Pedro Moreira, Nikolaj Munch, Ajay Muthukkumar, Arvind Rajan, Jaya Kolluri, Amelia Fiske, Janna Hastings, Hugo Aerts, Brian Anthony, Leo Anthony Celi, William G. La Cava, Danielle S. Bitterman

Large language models (LLMs) are increasingly essential in processing natural languages, yet their application is frequently compromised by biases and inaccuracies originating in their training data.

Data Visualization Language Modelling +1

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Code

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