Statistical Research (United States)

Assessing and mitigating the effects of class imbalance in machine learning with application to X-ray imaging

Wendi Qu, Indranil Balki, Mauro Mendez et al.

2020 · 56 Zit.

Leveraging domain knowledge for synthetic ultrasound image generation: a novel approach to rare disease AI detection

Mauro Mendez, F. Castillo, Linda Probyn et al.

2024 · 4 Zit.

Prompting the Professoriate: A Qualitative Study of Instructor Perspectives on LLMs in Data Science Education

Ana Elisa Lopez-Miranda, Tiffany Timbers, R Vaccaro Alexander

2026 · 0 Zit.

Educational impact and cost efficiency of AI-enhanced videos in pediatric surgery training: a quasi-experimental study

Ahmed Abdelmohsen, Nesma Elshehawy, Mohammed Abdel Razek et al.

2026 · 0 Zit.

Evaluating data heterogeneity's impact on convolutional neural network performance in medical imaging

John Valen, Lucie Yang, Jacob Levman et al.

2026 · 0 Zit.

Cognitively Biased Prompt Effects on Large Language Model Accuracy for Radiology Board-Style Examination Questions

Nicholas Dietrich, Dhruv Patel, Joseph Bellissimo et al.

2026 · 0 Zit.