David Romo-Bucheli

Publication Activity (10 Years)

Years Active: 2015-2021
Publications (10 Years): 9

Top Topics

Bag Of Features

Optical Coherence Tomography

Watershed Algorithm

Top Venues

Publications

Jefferson Rodríguez, David Romo-Bucheli, Franklin Sierra, Diana Valenzuela, Carolina Valenzuela, Lina Vasquez, Paúl Camacho, Daniel Mantilla, Fabio Martínez
A Covid-19 Patient Severity Stratification using a 3D Convolutional Strategy on CT-Scans. ISBI (2021)
Henry Peña, Santiago Gómez, David Romo-Bucheli, Fabio Martínez
Cardiac Disease Representation Conditioned by Spatio-temporal Priors in Cine-MRI Sequences Using Generative Embedding Vectors. EMBC (2021)
David Romo-Bucheli, Ursula Schmidt-Erfurth, Hrvoje Bogunovic
End-to-End Deep Learning Model for Predicting Treatment Requirements in Neovascular AMD From Longitudinal Retinal OCT Imaging. IEEE J. Biomed. Health Informatics 24 (12) (2020)
Philipp Seeböck, David Romo-Bucheli, Sebastian M. Waldstein, Hrvoje Bogunovic, José Ignacio Orlando, Bianca S. Gerendas, Georg Langs, Ursula Schmidt-Erfurth
Using Cyclegans for Effectively Reducing Image Variability Across OCT Devices and Improving Retinal Fluid Segmentation. ISBI (2019)
Philipp Seeböck, David Romo-Bucheli, Sebastian M. Waldstein, Hrvoje Bogunovic, José Ignacio Orlando, Bianca S. Gerendas, Georg Langs, Ursula Schmidt-Erfurth
Using CycleGANs for effectively reducing image variability across OCT devices and improving retinal fluid segmentation. CoRR (2019)
Angélica Atehortúa, Mireille Garreau, David Romo-Bucheli, Eduardo Romero
Automatic Left Ventricle Quantification in Cardiac MRI via Hierarchical Refinement of High-Level Features by a Salient Perceptual Grouping Model. STACOM@MICCAI (2018)
Javier Almeida, Josué Ruano, Germán Corredor, David Romo-Bucheli, José Ricardo Navarro-Vargas, Eduardo Romero
Multi-channel non-invasive fetal electrocardiography detection using wavelet decomposition. SIPAIM (2017)
Ricardo Moncayo-Martínez, David Romo-Bucheli, Viviana Arias, Eduardo Romero
Scoring nuclear pleomorphism using a visual BoF modulated by a graph structure. SIPAIM (2017)
David Romo-Bucheli, Andrew Janowczyk, Eduardo Romero, Hannah Gilmore, Anant Madabhushi
Automated tubule nuclei quantification and correlation with oncotype DX risk categories in ER+ breast cancer whole slide images. Medical Imaging: Digital Pathology (2016)
Ricardo Moncayo, David Romo-Bucheli, Eduardo Romero
A Grading Strategy for Nuclear Pleomorphism in Histopathological Breast Cancer Images Using a Bag of Features (BOF). CIARP (2015)
David Romo-Bucheli, Ricardo Moncayo, Angel Cruz-Roa, Eduardo Romero
Identifying histological concepts on basal cell carcinoma images using nuclei based sampling and multi-scale descriptors. ISBI (2015)