Luca Cerny Oliveira

Joint Semi-supervised and Active Learning for Segmentation of Gigapixel Pathology Images with Cost-Effective Labeling

Zhengfeng Lai, Chao Wang, Luca Cerny Oliveira et al. · 2021 · 38 citations · Full text

CLIPath: Fine-tune CLIP with Visual Feature Fusion for Pathology Image Analysis Towards Minimizing Data Collection Efforts

Zhengfeng Lai, Zhuoheng Li, Luca Cerny Oliveira et al. · 2023 · 21 citations

Few-shot Learning, Convolutional Neural Network, Engineering +27

Preanalytic variable effects on segmentation and quantification machine learning algorithms for amyloid-β analyses on digitized human brain slides

Luca Cerny Oliveira, Zhengfeng Lai, Danielle Harvey et al. · Journal of Neuropathology & Experimental Neurology · 2023 · 19 citations · Full text

Engineering, Digital Pathology, Dl Frameworks +22

BrainSec: Automated Brain Tissue Segmentation Pipeline for Scalable Neuropathological Analysis

Zhengfeng Lai, Luca Cerny Oliveira, Runlin Guo et al. · IEEE Access · 2022 · 13 citations · Full text

Machine Learning–Based Critical Congenital Heart Disease Screening Using Dual‐Site Pulse Oximetry Measurements

Heather Siefkes, Luca Cerny Oliveira, Robert Koppel et al. · Journal of the American Heart Association · 2024 · 10 citations · Full text