output
20102025
most citedDermatologist-like explainable AI enhances trust and confidence in diagnosing melanoma

176 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2025★ 3 cited

One Size Fits None: Rethinking Fairness in Medical AI

Roland Roller, Michael Hahn, Ajay Madhavan Ravichandran +10

Machine learning (ML) models are increasingly used to support clinical decision-making. However, real-world medical datasets are often noisy, incomplete, and imbalanced, leading to…

cs.LG2023★ 51 cited

Interpretable and intervenable ultrasonography-based machine learning models for pediatric appendicitis

Ričards Marcinkevičs, Patricia Reis Wolfertstetter, Ugne Klimiene +9

Appendicitis is among the most frequent reasons for pediatric abdominal surgeries. Previous decision support systems for appendicitis have focused on clinical, laboratory, scoring,…