Natasha Antropova

According to our database, Natasha Antropova authored at least 4 papers between 2017 and 2021.

Collaborative distances:

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

2021

A Deep Learning Approach for Characterizing Major Galaxy Mergers.

Skanda Koppula, Victor Bapst, Marc Huertas-Company, Sam Blackwell, Agnieszka Grabska-Barwinska, Sander Dieleman, Andrea Huber, Natasha Antropova, Mikolaj Binkowski, Hannah Openshaw, Adrià Recasens, Fernando Caro, Avishai Deke, Yohan Dubois, Jesus Vega Ferrero, David C. Koo, Joel R. Primack, Trevor Back

CoRR, 2021

2018

Recurrent neural networks for breast lesion classification based on DCE-MRIs.

Natasha Antropova, Benjamin Q. Huynh, Maryellen L. Giger

Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018

2017

Comparison of breast DCE-MRI contrast time points for predicting response to neoadjuvant chemotherapy using deep convolutional neural network features with transfer learning.

Benjamin Q. Huynh, Natasha Antropova, Maryellen L. Giger

Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017

Performance comparison of deep learning and segmentation-based radiomic methods in the task of distinguishing benign and malignant breast lesions on DCE-MRI.

Natasha Antropova, Benjamin Q. Huynh, Maryellen L. Giger

Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017