Sara P. Oliveira

An interpretable machine learning system for colorectal cancer diagnosis from pathology slides

Pedro C. Neto, Diana Montezuma, Sara P. Oliveira et al. · npj Precision Oncology · 2024 · 45 citations · Full text

iMIL4PATH: A Semi-Supervised Interpretable Approach for Colorectal Whole-Slide Images

Pedro C. Neto, Sara P. Oliveira, Diana Montezuma et al. · Cancers · 2022 · 36 citations · Full text

Multiple Instance Learning, Engineering, Whole-slide Imaging +22

Weakly-Supervised Classification of HER2 Expression in Breast Cancer Haematoxylin and Eosin Stained Slides

Sara P. Oliveira, João Ribeiro Pinto, Tiago Gonçalves et al. · Applied Sciences · 2020 · 31 citations · Full text

Convolutional Neural Network, Breast Oncology, Eosin Stained Slides +27

Annotating for Artificial Intelligence Applications in Digital Pathology: A Practical Guide for Pathologists and Researchers

Diana Montezuma, Sara P. Oliveira, Pedro C. Neto et al. · Modern Pathology · 2023 · 28 citations

Artificial Intelligence, Data Annotation, Engineering +12

Segmentation of Eye Fundus Images by density clustering in diabetic retinopathy

Pedro Furtado, Carolina Travassos, Sara P. Oliveira et al. · 2017 · 18 citations

Ocular Disease, Engineering, Density Clustering +20