Daniel Mantilla

According to our database, Daniel Mantilla authored at least 5 papers between 2021 and 2023.

Collaborative distances:

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

2023

APIS: A paired CT-MRI dataset for ischemic stroke segmentation challenge.

Santiago Gómez, Daniel Mantilla, Gustavo Garzón, Edgar Rangel, Andres Ortiz, Franklin Sierra-Jerez, Fabio Martínez

CoRR, 2023

An attentional unet with an auxiliary class learning to support acute ischemic stroke segmentation on CT.

Santiago Gómez, Sebastian Florez, Daniel Mantilla, Paúl Camacho, Nick Tarazona, Fabio Martínez

Proceedings of the Medical Imaging 2023: Image Processing, 2023

Ischemic Stroke Segmentation from a Cross-Domain Representation in Multimodal Diffusion Studies.

Santiago Gómez, Daniel Mantilla, Brayan Valenzuela, Andres Ortiz, Daniela D. Vera, Paúl Camacho, Fabio Martínez

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

2022

A deep CT to MRI unpaired translation that preserve ischemic stroke lesions.

Gustavo Garzón, Santiago Gómez, Daniel Mantilla, Fabio Martínez

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2021

A Covid-19 Patient Severity Stratification using a 3D Convolutional Strategy on CT-Scans.

Jefferson Rodríguez, David Romo-Bucheli, Franklin Sierra, Diana Valenzuela, Carolina Valenzuela, Lina Vasquez, Paúl Camacho, Daniel Mantilla, Fabio Martínez

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