Pedro Costa
Publications by Year
Research Areas
Retinal Imaging and Analysis, Digital Imaging for Blood Diseases, Retinal Diseases and Treatments, AI in cancer detection, COVID-19 diagnosis using AI
Most-Cited Works
- → End-to-End Adversarial Retinal Image Synthesis(2017)429 cited
- → CATARACTS: Challenge on automatic tool annotation for cataRACT surgery(2018)124 cited
- → Classification of Breast Cancer Histology Images Through Transfer Learning Using a Pre-trained Inception Resnet V2(2018)121 cited
- → A Weakly-Supervised Framework for Interpretable Diabetic Retinopathy Detection on Retinal Images(2018)92 cited
- → Towards Adversarial Retinal Image Synthesis(2017)76 cited
- → MedAL: Accurate and Robust Deep Active Learning for Medical Image Analysis(2018)63 cited
- → Data-Driven Color Augmentation Techniques for Deep Skin Image Analysis(2017)58 cited
- → Uncertainty-Aware Artery/Vein Classification on Retinal Images(2019)48 cited
- → Convolutional bag of words for diabetic retinopathy detection from eye fundus images(2017)43 cited
- → O‐MedAL: Online active deep learning for medical image analysis(2020)38 cited