Peripheral Nerve Segmentation in Ultrasound Images Using Conditioned U-Net. - Harold Mauricio Díaz-Vargas; Cristian Alfonso Jimenez Castaño; David Augusto Cárdenas-Peña; Oscar David Aguirre-Ospina; Álvaro-Ángel Orozco-Gutierrez (IWAIPR, 2021)

Random Fourier Features-Based Deep Learning Improvement with Class Activation Interpretability for Nerve Structure Segmentation. - Cristian Alfonso Jimenez Castaño; Andrés Marino Álvarez-Meza; Oscar David Aguirre-Ospina; David Augusto Cárdenas-Peña; Álvaro-Ángel Orozco-Gutierrez (Sensors, 2021)

Deep Learning Semantic Segmentation of Feet Using Infrared Thermal Images. - Rafael Mejia-Zuluaga; Juan Carlos Aguirre-Arango; Diego Collazos-Huertas; Jessica Daza-Castillo; Néstor Valencia-Marulanda; Mauricio Calderón-Marulanda; Oscar David Aguirre-Ospina; Andrés Álvarez-Meza; Germán Castellanos-Domínguez (IBERAMIA, 2022)

3D probe localization from 2D ultrasound images using an RFF-enhanced deep neural network. - W. Cárdenas-Bedoya; S. Gil-González; David Cárdenas-Peña; Julián Gil González; Álvaro-Ángel Orozco-Gutiérrez; Oscar David Aguirre-Ospina (EMBC, 2024)