Adriana Borowa

机构：Jagiellonian University, University of Agriculture in Krakow · ORCID：0000-0003-3387-6079

发表论文 15 篇 · 总被引 259 次 · h-index 6

代表论文

• JUMP Cell Painting dataset: morphological impact of 136,000 chemical and genetic perturbations (2023 · bioRxiv (Cold Spring Harbor Laboratory) · 被引 106)
• Deep Learning Models Capture Histological Disease Activity in Crohn’s Disease and Ulcerative Colitis with High Fidelity (2023 · Journal of Crohn s and Colitis · 被引 50)
• Kernel Self-Attention for Weakly-supervised Image Classification using Deep Multiple Instance Learning (2021 · 被引 49)
• Morphological map of under- and overexpression of genes in human cells (2025 · Nature Methods · 被引 13)
• Identifying Bacteria Species on Microscopic Polyculture Images Using Deep Learning (2022 · IEEE Journal of Biomedical and Health Informatics · 被引 10)
• AI-driven rapid identification of bacterial and fungal pathogens in blood smears of septic patients (2025 · Computers in Biology and Medicine · 被引 6)