Asya Makhro

According to our database, Asya Makhro authored at least 6 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Topologically-Regularized Multiple Instance Learning for Red Blood Cell Disease Classification.

Salome Kazeminia, Ario Sadafi, Asya Makhro, Anna Bogdanova, Carsten Marr, Bastian Rieck

CoRR, 2023

2022

Anomaly-Aware Multiple Instance Learning for Rare Anemia Disorder Classification.

Salome Kazeminia, Ario Sadafi, Asya Makhro, Anna Bogdanova, Shadi Albarqouni, Carsten Marr

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

2021

Sickle Cell Disease Severity Prediction from Percoll Gradient Images Using Graph Convolutional Networks.

Ario Sadafi, Asya Makhro, Leonid Livshits, Nassir Navab, Anna Bogdanova, Shadi Albarqouni, Carsten Marr

Proceedings of the Domain Adaptation and Representation Transfer, and Affordable Healthcare and AI for Resource Diverse Global Health, 2021

Fourier Transform of Percoll Gradients Boosts CNN Classification of Hereditary Hemolytic Anemias.

Ario Sadafi, Lucía María Moya Sans, Asya Makhro, Leonid Livshits, Nassir Navab, Anna Bogdanova, Shadi Albarqouni, Carsten Marr

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

2020

Attention Based Multiple Instance Learning for Classification of Blood Cell Disorders.

Ario Sadafi, Asya Makhro, Anna Bogdanova, Nassir Navab, Tingying Peng, Shadi Albarqouni, Carsten Marr

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

2019

Multiclass Deep Active Learning for Detecting Red Blood Cell Subtypes in Brightfield Microscopy.

Ario Sadafi, Niklas Koehler, Asya Makhro, Anna Bogdanova, Nassir Navab, Carsten Marr, Tingying Peng

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019