187 citations
- Freie Universität BerlinDE10 papers
- Technische Hochschule IngolstadtDE9 papers
- Flensburg University of Applied SciencesDE7 papers
- Medical University of ViennaAT7 papers
- The Schwarzman Animal Medical CenterUS6 papers
- Friedrich-Alexander-Universität Erlangen-NürnbergDE5 papers
- Europa-Universität FlensburgDE4 papers
- Ross University School of Veterinary MedicineKN3 papers
- University of FloridaUS3 papers
- University of ViennaAT3 papers
- University of WürzburgDE3 papers
- Eindhoven University of TechnologyNL2 papers
27 papers
Training Set Synthesis for Bioacoustic Denoising: A Case Study With Mice
Reyhaneh Abbasi, Peter Balazs, Vincent Lostanlen +4
Bioacoustic recordings are often degraded by ambient noise, which complicates the analysis of weak or noise-overlapped vocalizations. Convolutional neural networks, particularly U-…
Stuck on Suggestions: Automation Bias, the Anchoring Effect, and the Factors That Shape Them in Computational Pathology
Emely Rosbach, Jonas Ammeling, Jonathan Ganz +4
Artificial intelligence (AI)-driven decision support systems can improve diagnostic accuracy and efficiency in computational pathology. However, collaboration between human experts…
Statistical physics on Euclidean Snyder space: connections with the GUP and cosmological implications
Boris Ivetić, Giuseppe Gaetano Luciano
We develop a systematic formulation of statistical mechanics on Euclidean Snyder space, where noncommutativity is geometrically encoded in the curvature of momentum space. Adopting…
Benchmarking Foundation Models for Mitotic Figure Classification
Jonas Ammeling, Jonathan Ganz, Emely Rosbach +4
The performance of deep learning models is known to scale with data quantity and diversity. In pathology, as in many other medical imaging domains, the availability of labeled imag…
Benchmarking Deep Learning and Vision Foundation Models for Atypical vs. Normal Mitosis Classification with Cross-Dataset Evaluation
Sweta Banerjee, Viktoria Weiss, Taryn A. Donovan +9
Atypical mitosis marks a deviation in the cell division process that has been shown be an independent prognostic marker for tumor malignancy. However, atypical mitosis classificati…
Histologic Dataset of Normal and Atypical Mitotic Figures on Human Breast Cancer (AMi-Br)
Christof A. Bertram, Viktoria Weiss, Taryn A. Donovan +6
Assessment of the density of mitotic figures (MFs) in histologic tumor sections is an important prognostic marker for many tumor types, including breast cancer. Recently, it has be…