Ágnes Baran

IDRiD: Diabetic Retinopathy – Segmentation and Grading Challenge

Prasanna Porwal, Samiksha Pachade, Manesh Kokare et al. · Medical Image Analysis · 2019 · 329 citations · Full text

Diabetic Retinopathy, Ocular Disease, Image Analysis +5

Classification Of Skin Lesions Using An Ensemble Of Deep Neural Networks

Balázs Harangi, Ágnes Baran, András Hajdú · 2018 · 84 citations

Convolutional Neural Network, Engineering, Machine Learning +23

Automatic screening of fundus images using a combination of convolutional neural network and hand-crafted features

Balázs Harangi, János Tóth, Ágnes Baran et al. · 2019 · 75 citations

Convolutional Neural Network, Engineering, Machine Learning +23

Assisted deep learning framework for multi-class skin lesion classification considering a binary classification support

Balázs Harangi, Ágnes Baran, András Hajdú · Biomedical Signal Processing and Control · 2020 · 71 citations · Full text

Convolutional Neural Network, Multiple Instance Learning, Engineering +21

On Modelling Discrete Geological Structures as Markov Random Fields

Tommy Norberg, Lars Rosén, Ágnes Baran et al. · Mathematical Geology · 2002 · 57 citations