| A Novel Machine Learning Model Based on Exudate Localization to Detect Diabetic Macular Edema FAG Oscar Perdomo , Sebastian Otalora, Francisco Rodríguez, John Arevalo Proceedings of the Ophthalmic Medical Image Analysis Third International …, 2016 | 31* | 2016 |
| Training deep convolutional neural networks with active learning for exudate classification in eye fundus images S Otálora, O Perdomo, F González, H Müller Intravascular Imaging and Computer Assisted Stenting, and Large-Scale …, 2017 | 30 | 2017 |
| Oct-net: A convolutional network for automatic classification of normal and diabetic macular edema using sd-oct volumes O Perdomo, S Otálora, FA González, F Meriaudeau, H Müller 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018 …, 2018 | 26 | 2018 |
| Convolutional network to detect exudates in eye fundus images of diabetic subjects, O Perdomo, J Arevalo, FA González Proc. SPIE 10160, 12th International Symposium on Medical Information …, 2016 | 20 | 2016 |
| Classification of diabetes-related retinal diseases using a deep learning approach in optical coherence tomography O Perdomo, H Rios, FJ Rodríguez, S Otálora, F Meriaudeau, H Müller, ... Computer methods and programs in biomedicine 178, 181-189, 2019 | 14 | 2019 |
| Automated diabetic macular edema (DME) analysis using fine tuning with Inception-Resnet-v2 on OCT images RM Kamble, GCY Chan, O Perdomo, M Kokare, FA Gonzalez, H Müller, ... 2018 IEEE-EMBS Conference on Biomedical Engineering and Sciences (IECBES …, 2018 | 12 | 2018 |
| Glaucoma diagnosis from eye fundus images based on deep morphometric feature estimation O Perdomo, V Andrearczyk, F Meriaudeau, H Müller, FA González Computational pathology and ophthalmic medical image analysis, 319-327, 2018 | 12 | 2018 |
| Combining morphometric features and convolutional networks fusion for glaucoma diagnosis O Perdomo, J Arevalo, FA González 13th International Conference on Medical Information Processing and Analysis …, 2017 | 7 | 2017 |
| A Systematic Review of Deep Learning Methods Applied to Ocular Images OJ Perdomo Charry, FA González Osorio Ciencia e Ingeniería Neogranadina 30 (1), 2019 | 6* | 2019 |
| A lightweight deep learning model for mobile eye fundus image quality assessment AD Pérez, O Perdomo, FA González 15th International Symposium on Medical Information Processing and Analysis …, 2020 | 5 | 2020 |
| Determining the scale of image patches using a deep learning approach S Otálora, O Perdomo, M Atzori, M Andersson, L Jacobsson, M Hedlund, ... 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018 …, 2018 | 5 | 2018 |
| Proceedings of SPIE-The International Society for Optical Engineering A Soto, JB Hurtado-Ramos, L Reséndiz, JJG Barbosa | 4 | 2008 |
| 3D deep convolutional neural network for predicting neurosensory retinal thickness map from spectral domain optical coherence tomography volumes OJ Perdomo, HA Rios, FJ Rodríguez, FA González 14th International Symposium on Medical Information Processing and Analysis …, 2018 | 3 | 2018 |
| Supervised online matrix factorization for histopathological multimodal retrieval VH Contreras, JS Lara, OJ Perdomo, FA González 14th International Symposium on Medical Information Processing and Analysis …, 2018 | 3 | 2018 |
| Simultaneous Measurement of Trunk Orientation and Centre of Pressure for Postural Stability Evaluation G Šeketa, G Ortiz, C Wilches, O Perdomo, L Celić, I Lacković, M Zequera, ... 6th European Conference of the International Federation for Medical and …, 2015 | 3 | 2015 |
| Pilot study: Assessing repeatability of the EcoWalk platform resistive pressure sensors to measure plantar pressure during barefoot standing M Zequera, O Perdomo, C Wilches, P Vizcaya Journal of Physics: Conference Series 450 (1), 012029, 2013 | 3 | 2013 |
| Pilot study: Biomechanical Assessment of the Plantar Pressure Distribution in Healthy Subjects Using the Pressure Platform EcoWalk M Zequera, O Perdomo, C Wilches, P Vizcaya International Journal of Engineering & Technology IJET-IJENS 13 (06), 97-101, 2013 | 2 | 2013 |
| Morphological analysis of T-wave in vectorcardiographic leads system by a bi-Gaussian approach in patients under effect of salbutamol OJ Perdomo, EJ Robinson, DOH Suzuki, SR Heller, JLB Marques 2012 Annual International Conference of the IEEE Engineering in Medicine and …, 2012 | 2 | 2012 |
| Una revisión sistemática de métodos de aprendizaje profundo aplicados a imágenes oculares OJP Charry Ciencia e Ingeniería Neogranadina, 2019 | 1 | 2019 |
| Concordance between color photo interpretation of the optic nerve and an Unsupervised Learning Algorithm to determine optic nerve damage S Belalcazar, VPC ROSSO, SMR Col, OJP Charry, FA Gonzalez, HA Rios, ... Investigative Ophthalmology & Visual Science 60 (9), 1469-1469, 2019 | 1 | 2019 |
Fabio GonzalezAssociate Professor, Comp. Systems and Industrial Eng. Dept, National University of Colombiaunal.edu.co üzerinde doğrulanmış e-posta adresine sahip
