José Ignacio Orlando

49 papers Journal 38Unranked 11

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Semi-supervised multi-task learning for interpretable quality assessment of fundus images. Biomed. Signal Process. Control. Lucas Gabriel Telesco, Danila Nejamkin, Estefanía Mata, Francisco Filizzola, Kevin Wignall, Lucía Franco Troilo, María de los Ángeles Cenoz, Melissa Thompson, Mercedes Leguía, Ignacio Larrabide, José Ignacio Orlando
2025	J	`jnl`	A Self-supervised Deep Learning Model for Diagonal Sulcus Detection with Limited Labeled Data. Neuroinformatics Delfina Braggio, Hernán C. Külsgaard, Mariana Vallejo-Azar, Mariana Bendersky, Paula González, Lucía Alba-Ferrara, José Ignacio Orlando, Ignacio Larrabide
2025	—	`conf`	Evaluating Fundus-Specific Foundation Models for Diabetic Macular Edema Detection. SIPAIM Franco Javier Arellano, José Ignacio Orlando
2025	J	`jnl`	Evaluating Fundus-Specific Foundation Models for Diabetic Macular Edema Detection. CoRR Franco Javier Arellano, José Ignacio Orlando
2025	J	`jnl`	Semi-Supervised Multi-Task Learning for Interpretable Quality As- sessment of Fundus Images. CoRR Lucas Gabriel Telesco, Danila Nejamkin, Estefanía Mata, Francisco Filizzola, Kevin Wignall, Lucía Franco Troilo, María de los Ángeles Cenoz, Melissa Thompson, Mercedes Leguía, Ignacio Larrabide, José Ignacio Orlando
2024	J	`jnl`	Anomaly guided segmentation: Introducing semantic context for lesion segmentation in retinal OCT using weak context supervision from anomaly detection. Medical Image Anal. Philipp Seeböck, José Ignacio Orlando, Martin Michl, Julia Mai, Ursula Schmidt-Erfurth, Hrvoje Bogunovic
2024	—	`conf`	Semi-supervised learning with Noisy Students improves domain generalization in optic disc and cup segmentation in uncropped fundus images. MIDL Eugenia Moris, Ignacio Larrabide, José Ignacio Orlando
2023	J	`jnl`	GAMMA challenge: Glaucoma grAding from Multi-Modality imAges. Medical Image Anal. Junde Wu, Huihui Fang, Fei Li, Huazhu Fu, Fengbin Lin, Jiongcheng Li, Yue Huang, Qinji Yu, Sifan Song, Xinxing Xu, Yanyu Xu, Wensai Wang, Lingxiao Wang, Shuai Lu, Huiqi Li, Shihua Huang, Zhichao Lu, Chubin Ou, Xifei Wei, Bingyuan Liu, Riadh Kobbi, Xiaoying Tang, Li Lin, Qiang Zhou, Qiang Hu, Hrvoje Bogunovic, José Ignacio Orlando, Xiulan Zhang, Yanwu Xu
2023	—	`conf`	Learning Normal Asymmetry Representations for Homologous Brain Structures. MICCAI (8) Duilio Deangeli, Emmanuel Iarussi, Juan Pablo Princich, Mariana Bendersky, Ignacio Larrabide, José Ignacio Orlando
2023	J	`jnl`	Learning normal asymmetry representations for homologous brain structures. CoRR Duilio Deangeli, Emmanuel Iarussi, Juan Pablo Princich, Mariana Bendersky, Ignacio Larrabide, José Ignacio Orlando
2023	J	`jnl`	PALM: Open Fundus Photograph Dataset with Pathologic Myopia Recognition and Anatomical Structure Annotation. CoRR Huihui Fang, Fei Li, Junde Wu, Huazhu Fu, Xu Sun, José Ignacio Orlando, Hrvoje Bogunovic, Xiulan Zhang, Yanwu Xu
2022	J	`jnl`	A ResNet is All You Need? Modeling A Strong Baseline for Detecting Referable Diabetic Retinopathy in Fundus Images. CoRR Tomás Castilla, Marcela S. Martínez, Mercedes Leguía, Ignacio Larrabide, José Ignacio Orlando
2022	J	`jnl`	A deep learning model for brain vessel segmentation in 3DRA with arteriovenous malformations. CoRR Camila García, Yibin Fang, Jianmin Liu, Ana Paula Narata, José Ignacio Orlando, Ignacio Larrabide
2022	J	`jnl`	ADAM Challenge: Detecting Age-Related Macular Degeneration From Fundus Images. IEEE Trans. Medical Imaging Huihui Fang, Fei Li, Huazhu Fu, Xu Sun, Xingxing Cao, Fengbin Lin, Jaemin Son, Sunho Kim, Gwenolé Quellec, Sarah Matta, Sharath M. Shankaranarayana, Yi-Ting Chen, Chuen-heng Wang, Nisarg A. Shah, Chia-Yen Lee, Chih-Chung Hsu, Hai Xie, Baiying Lei, Ujjwal Baid, Shubham Innani, Kang Dang, Wenxiu Shi, Ravi Kamble, Nitin Singhal, Ching-Wei Wang, Shih-Chang Lo, José Ignacio Orlando, Hrvoje Bogunovic, Xiulan Zhang, Yanwu Xu
2022	J	`jnl`	ADAM Challenge: Detecting Age-related Macular Degeneration from Fundus Images. CoRR Huihui Fang, Fei Li, Huazhu Fu, Xu Sun, Xingxing Cao, Fengbin Lin, Jaemin Son, Sunho Kim, Gwenolé Quellec, Sarah Matta, Sharath M. Shankaranarayana, Yi-Ting Chen, Chuen-heng Wang, Nisarg A. Shah, Chia-Yen Lee, Chih-Chung Hsu, Hai Xie, Baiying Lei, Ujjwal Baid, Shubham Innani, Kang Dang, Wenxiu Shi, Ravi Kamble, Nitin Singhal, José Ignacio Orlando, Hrvoje Bogunovic, Xiulan Zhang, Yanwu Xu
2022	J	`jnl`	Assessing Coarse-to-Fine Deep Learning Models for Optic Disc and Cup Segmentation in Fundus Images. CoRR Eugenia Moris, Nicolás Dazeo, Maria Paula Albina de Rueda, Francisco Filizzola, Nicolás Iannuzzo, Danila Nejamkin, Kevin Wignall, Mercedes Leguía, Ignacio Larrabide, José Ignacio Orlando
2022	J	`jnl`	GAMMA Challenge: Glaucoma grAding from Multi-Modality imAges. CoRR Junde Wu, Huihui Fang, Fei Li, Huazhu Fu, Fengbin Lin, Jiongcheng Li, Lexing Huang, Qinji Yu, Sifan Song, Xingxing Xu, Yanyu Xu, Wensai Wang, Lingxiao Wang, Shuai Lu, Huiqi Li, Shihua Huang, Zhichao Lu, Chubin Ou, Xifei Wei, Bingyuan Liu, Riadh Kobbi, Xiaoying Tang, Li Lin, Qiang Zhou, Qiang Hu, Hrvoje Bogunovic, José Ignacio Orlando, Xiulan Zhang, Yanwu Xu
2022	J	`jnl`	REFUGE2 Challenge: Treasure for Multi-Domain Learning in Glaucoma Assessment. CoRR Huihui Fang, Fei Li, Huazhu Fu, Xu Sun, Xingxing Cao, Jaemin Son, Shuang Yu, Menglu Zhang, Chenglang Yuan, Cheng Bian, Baiying Lei, Benjian Zhao, Xinxing Xu, Shaohua Li, Francisco Fumero, José F. Sigut, Haidar Almubarak, Yakoub Bazi, Yuanhao Guo, Yating Zhou, Ujjwal Baid, Shubham Innani, Tianjiao Guo, Jie Yang, José Ignacio Orlando, Hrvoje Bogunovic, Xiulan Zhang, Yanwu Xu
2021	J	`jnl`	SketchZooms: Deep Multi-view Descriptors for Matching Line Drawings. Comput. Graph. Forum Pablo Navarro, José Ignacio Orlando, Claudio Delrieux, Emmanuel Iarussi
2020	J	`jnl`	AGE Challenge: Angle Closure Glaucoma Evaluation in Anterior Segment Optical Coherence Tomography. CoRR Huazhu Fu, Fei Li, Xu Sun, Xingxing Cao, Jingan Liao, José Ignacio Orlando, Xing Tao, Yuexiang Li, Shihao Zhang, Mingkui Tan, Chenglang Yuan, Cheng Bian, Ruitao Xie, Jiongcheng Li, Xiaomeng Li, Jing Wang, Le Geng, Panming Li, Huaying Hao, Jiang Liu, Yan Kong, Yongyong Ren, Hrvoje Bogunovic, Xiulan Zhang, Yanwu Xu
2020	J	`jnl`	AGE challenge: Angle Closure Glaucoma Evaluation in Anterior Segment Optical Coherence Tomography. Medical Image Anal. Huazhu Fu, Fei Li, Xu Sun, Xingxing Cao, Jingan Liao, José Ignacio Orlando, Xing Tao, Yuexiang Li, Shihao Zhang, Mingkui Tan, Chenglang Yuan, Cheng Bian, Ruitao Xie, Jiongcheng Li, Xiaomeng Li, Jing Wang, Le Geng, Panming Li, Yanwu Xu
2020	J	`jnl`	Correction to "Exploiting Epistemic Uncertainty of Anatomy Segmentation for Anomaly Detection in Retinal OCT". IEEE Trans. Medical Imaging Philipp Seeböck, José Ignacio Orlando, Thomas Schlegl, Sebastian M. Waldstein, Hrvoje Bogunovic, Sophie Klimscha, Georg Langs, Ursula Schmidt-Erfurth
2020	J	`jnl`	Correction to: On Orthogonal Projections for Dimension Reduction and Applications in Augmented Target Loss Functions for Learning Problems. J. Math. Imaging Vis. Anna Breger, José Ignacio Orlando, Pavol Harár, Monika Dörfler, Sophie Klimscha, Christoph Grechenig, Bianca S. Gerendas, Ursula Schmidt-Erfurth, Martin Ehler
2020	J	`jnl`	Exploiting Epistemic Uncertainty of Anatomy Segmentation for Anomaly Detection in Retinal OCT. IEEE Trans. Medical Imaging Philipp Seeböck, José Ignacio Orlando, Thomas Schlegl, Sebastian M. Waldstein, Hrvoje Bogunovic, Sophie Klimscha, Georg Langs, Ursula Schmidt-Erfurth
2020	J	`jnl`	Improving realism in patient-specific abdominal ultrasound simulation using CycleGANs. Int. J. Comput. Assist. Radiol. Surg. Santiago Vitale, José Ignacio Orlando, Emmanuel Iarussi, Ignacio Larrabide
2020	J	`jnl`	On Orthogonal Projections for Dimension Reduction and Applications in Augmented Target Loss Functions for Learning Problems. J. Math. Imaging Vis. Anna Breger, José Ignacio Orlando, Pavol Harár, Monika Dörfler, Sophie Klimscha, Christoph Grechenig, Bianca S. Gerendas, Ursula Schmidt-Erfurth, Martin Ehler
2020	J	`jnl`	REFUGE Challenge: A unified framework for evaluating automated methods for glaucoma assessment from fundus photographs. Medical Image Anal. José Ignacio Orlando, Huazhu Fu, João Barbosa Breda, Karel van Keer, Deepti R. Bathula, Andrés Diaz-Pinto, Ruogu Fang, Pheng-Ann Heng, Jeyoung Kim, Joonho Lee, Joonseok Lee, Xiaoxiao Li, Peng Liu, Shuai Lu, Balamurali Murugesan, Valery Naranjo, Sai Samarth R. Phaye, Sharath M. Shankaranarayana, Hrvoje Bogunovic
2019	—	`conf`	An Amplified-Target Loss Approach for Photoreceptor Layer Segmentation in Pathological OCT Scans. OMIA@MICCAI José Ignacio Orlando, Anna Breger, Hrvoje Bogunovic, Sophie Riedl, Bianca S. Gerendas, Martin Ehler, Ursula Schmidt-Erfurth
2019	J	`jnl`	An amplified-target loss approach for photoreceptor layer segmentation in pathological OCT scans. CoRR José Ignacio Orlando, Anna Breger, Hrvoje Bogunovic, Sophie Riedl, Bianca S. Gerendas, Martin Ehler, Ursula Schmidt-Erfurth
2019	J	`jnl`	Exploiting Epistemic Uncertainty of Anatomy Segmentation for Anomaly Detection in Retinal OCT. CoRR Philipp Seeböck, José Ignacio Orlando, Thomas Schlegl, Sebastian M. Waldstein, Hrvoje Bogunovic, Sophie Klimscha, Georg Langs, Ursula Schmidt-Erfurth
2019	—	`conf`	Foveal Avascular Zone Segmentation in Clinical Routine Fluorescein Angiographies Using Multitask Learning. OMIA@MICCAI Dominik Hofer, José Ignacio Orlando, Philipp Seeböck, Georgios Mylonas, Felix Goldbach, Amir Sadeghipour, Bianca S. Gerendas, Ursula Schmidt-Erfurth
2019	—	`conf`	Multiclass Segmentation as Multitask Learning for Drusen Segmentation in Retinal Optical Coherence Tomography. MICCAI (1) Rhona Asgari, José Ignacio Orlando, Sebastian M. Waldstein, Ferdinand Schlanitz, Magdalena Baratsits, Ursula Schmidt-Erfurth, Hrvoje Bogunovic
2019	J	`jnl`	Multiclass segmentation as multitask learning for drusen segmentation in retinal optical coherence tomography. CoRR Rhona Asgari, José Ignacio Orlando, Sebastian M. Waldstein, Ferdinand Schlanitz, Magdalena Baratsits, Ursula Schmidt-Erfurth, Hrvoje Bogunovic
2019	J	`jnl`	On orthogonal projections for dimension reduction and applications in variational loss functions for learning problems. CoRR Anna Breger, José Ignacio Orlando, Pavol Harár, Monika Dörfler, Sophie Klimscha, Christoph Grechenig, Bianca S. Gerendas, Ursula Schmidt-Erfurth, Martin Ehler
2019	J	`jnl`	REFUGE Challenge: A Unified Framework for Evaluating Automated Methods for Glaucoma Assessment from Fundus Photographs. CoRR José Ignacio Orlando, Huazhu Fu, João Barbosa Breda, Karel van Keer, Deepti R. Bathula, Andrés Diaz-Pinto, Ruogu Fang, Pheng-Ann Heng, Jeyoung Kim, Joonho Lee, Joonseok Lee, Xiaoxiao Li, Peng Liu, Shuai Lu, Balamurali Murugesan, Valery Naranjo, Sai Samarth R. Phaye, Sharath M. Shankaranarayana, Apoorva Sikka, Jaemin Son, Anton van den Hengel, Shujun Wang, Junyan Wu, Zifeng Wu, Guanghui Xu, Yong-Li Xu, Pengshuai Yin, Fei Li, Xiulan Zhang, Yanwu Xu, Hrvoje Bogunovic
2019	J	`jnl`	SketchZooms: Deep multi-view descriptors for matching line drawings. CoRR Pablo Navarro, José Ignacio Orlando, Claudio Delrieux, Emmanuel Iarussi
2019	—	`conf`	U2-Net: A Bayesian U-Net Model With Epistemic Uncertainty Feedback For Photoreceptor Layer Segmentation In Pathological OCT Scans. ISBI José Ignacio Orlando, Philipp Seeböck, Hrvoje Bogunovic, Sophie Klimscha, Christoph Grechenig, Sebastian M. Waldstein, Bianca S. Gerendas, Ursula Schmidt-Erfurth
2019	J	`jnl`	U2-Net: A Bayesian U-Net model with epistemic uncertainty feedback for photoreceptor layer segmentation in pathological OCT scans. CoRR José Ignacio Orlando, Philipp Seeböck, Hrvoje Bogunovic, Sophie Klimscha, Christoph Grechenig, Sebastian M. Waldstein, Bianca S. Gerendas, Ursula Schmidt-Erfurth
2019	J	`jnl`	Using CycleGANs for effectively reducing image variability across OCT devices and improving retinal fluid segmentation. CoRR Philipp Seeböck, David Romo-Bucheli, Sebastian M. Waldstein, Hrvoje Bogunovic, José Ignacio Orlando, Bianca S. Gerendas, Georg Langs, Ursula Schmidt-Erfurth
2019	—	`conf`	Using Cyclegans for Effectively Reducing Image Variability Across OCT Devices and Improving Retinal Fluid Segmentation. ISBI Philipp Seeböck, David Romo-Bucheli, Sebastian M. Waldstein, Hrvoje Bogunovic, José Ignacio Orlando, Bianca S. Gerendas, Georg Langs, Ursula Schmidt-Erfurth
2018	J	`jnl`	An ensemble deep learning based approach for red lesion detection in fundus images. Comput. Methods Programs Biomed. José Ignacio Orlando, Elena Prokofyeva, Mariana del Fresno, Matthew B. Blaschko
2018	—	`conf`	Towards a Glaucoma Risk Index Based on Simulated Hemodynamics from Fundus Images. MICCAI (2) José Ignacio Orlando, João Barbosa Breda, Karel van Keer, Matthew B. Blaschko, Pablo J. Blanco, Carlos A. Bulant
2018	J	`jnl`	Towards a glaucoma risk index based on simulated hemodynamics from fundus images. CoRR José Ignacio Orlando, João Barbosa Breda, Karel van Keer, Matthew B. Blaschko, Pablo J. Blanco, Carlos A. Bulant
2017	J	`jnl`	A Discriminatively Trained Fully Connected Conditional Random Field Model for Blood Vessel Segmentation in Fundus Images. IEEE Trans. Biomed. Eng. José Ignacio Orlando, Elena Prokofyeva, Matthew B. Blaschko
2017	J	`jnl`	Arabidopsis roots segmentation based on morphological operations and CRFs. CoRR José Ignacio Orlando, Hugo Luis Manterola, Enzo Ferrante, Federico Ariel
2017	J	`jnl`	Learning to Detect Red Lesions in Fundus Photographs: An Ensemble Approach based on Deep Learning. CoRR José Ignacio Orlando, Elena Prokofyeva, Mariana del Fresno, Matthew B. Blaschko
2017	—	`conf`	Retinal blood vessel segmentation in high resolution fundus photographs using automated feature parameter estimation. SIPAIM José Ignacio Orlando, Marcos Fracchia, Valeria del Río, Mariana del Fresno
2016	J	`jnl`	Assessment of image features for vessel wall segmentation in intravascular ultrasound images. Int. J. Comput. Assist. Radiol. Surg. Lucas Lo Vercio, José Ignacio Orlando, Mariana del Fresno, Ignacio Larrabide
2014	—	`conf`	Learning Fully-Connected CRFs for Blood Vessel Segmentation in Retinal Images. MICCAI (1) José Ignacio Orlando, Matthew B. Blaschko