SEEBÖCK, PHILIPP; ORLANDO, JOSÉ IGNACIO; MICHL, MARTIN; MAI, JULIA; SCHMIDT-ERFURTH, URSULA; BOGUNOVIC, HRVOJE

Anomaly guided segmentation: Introducing semantic context for lesion segmentation in retinal OCT using weak context supervision from anomaly detection

MEDICAL IMAGE ANALYSIS; Año: 2024 vol. 93

DEANGELI, DUILIO; IARUSSI, FRANCISCO; KÜLSGAARD, HERNÁN; BRAGGIO, DELFINA; PRINCICH, JUAN PABLO; BENDERSKY, MARIANA; IARUSSI, EMMANUEL; LARRABIDE, IGNACIO; ORLANDO, JOSÉ IGNACIO

NORHA: A NORmal Hippocampal Asymmetry Deviation Index Based on One-Class Novelty Detection and 3D Shape Features

BRAIN TOPOGRAPHY; Lugar: Berlin; Año: 2023

PHILIPP SEEBÖCK; WOLF-DIETER VOGL; SEBASTIAN M. WALDSTEIN; JOSÉ IGNACIO ORLANDO; MAGDALENA BARATSITS; THOMAS ALTEN; MUSTAFA ARIKAN; GEORGIOS MYLONAS; HRVOJE BOGUNOVIC; URSULA SCHMIDT-ERFURTH

Linking Function and Structure with ReSenseNet: Predicting Retinal Sensitivity from Optical Coherence Tomography using Deep Learning

Ophthalmology Retina; Año: 2022

HOFER, DOMINIK; SCHMIDT-ERFURTH, URSULA; ORLANDO, JOSÉ IGNACIO; GOLDBACH, FELIX; GERENDAS, BIANCA S.; SEEBÖCK, PHILIPP

Improving foveal avascular zone segmentation in fluorescein angiograms by leveraging manual vessel labels from public color fundus pictures

Biomedical Optics Express; Lugar: Washington; Año: 2022 vol. 13 p. 2566 - 2580

HUIHUI FANG; FEI LI; HUAZHU FU; XU SUN; XINGXING CAO; FENGBIN LIN; JAEMIN SON; SUNHO KIM; GWENOLE 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

ADAM Challenge: Detecting Age-related Macular Degeneration from Fundus Images

IEEE Transactions on Medical Imaging; Lugar: Washington; Año: 2022

LEANDRO ROCAMORA; JOSÉ IGNACIO ORLANDO; CRISTOPH LWOWSKI; THOMAS KOHNEN; ERIK MERTENS; KAREL VAN KEER

Postoperative vault prediction for phakic implantable collamer lens surgery: the LASSO formulae

Journal of Cataract & Refractive Surger; Año: 2022

JOSÉ IGNACIO ORLANDO; HUAZHU FU; BARBOSA BREDA, JOÃO; VAN KEER, KAREL; DEEPTI R. BATHULA; ANDRÉS DIAZ-PINTO; RUOGU FANG; PHENG-ANN HENG; JEYOUNG KIM; JOONHO LEE; JOONSEOK LEE; XIAOXIAO LI; PENG LIU; 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; YONGLI XU; PENGSHUAI YIN; FEI LI; XIULAN ZHANG; JUNYAN WU; HRVOJE BOGUNOVIC

REFUGE Challenge: A Unified Framework for Evaluating Automated Methods for Glaucoma Assessment from Fundus Photographs

MEDICAL IMAGE ANALYSIS; Lugar: Amsterdam; Año: 2020 vol. 59

PHILLIP SEEBÖCK; JOSÉ IGNACIO ORLANDO; THOMAS SCHLEGL; SEBASTIAN WALDSTEIN; HRVOJE BOGUNOVIC; SOPHIE KLIMSCHA; GEORG LANGS; URSULA SCHMIDT-ERFURTH

Exploiting Epistemic Uncertainty of Anatomy Segmentation for Anomaly Detection in Retinal OCT

IEEE TRANSACTION ON MEDICAL IMAGING; Lugar: New York; Año: 2020 vol. 39 p. 87 - 98

PABLO NAVARRO; JOSÉ IGNACIO ORLANDO; CLAUDIO DELRIEUX; EMMANUEL IARUSSI

SketchZooms: Deep multi-view descriptors for matching line drawings

COMPUTER GRAPHICS FORUM; Lugar: Londres; Año: 2020

JOSÉ IGNACIO ORLANDO; BIANCA S. GERENDAS; SOPHIE RIEDL; CHRISTOPH GRECHENIG; ANNA BREGER; MARTIN EHLER; SEBASTIAN M. WALDSTEIN; HRVOJE BOGUNOVIC; URSULA SCHMIDT-ERFURTH

Automated Quantification of Photoreceptor alteration in macular disease using Optical Coherence Tomography and Deep Learning

Scientific Reports; Lugar: Londres; Año: 2020

HUAZHU FU; FEI LI; XU SUN; XINGXING CAO; JINGAN LIAO; JOSÉ IGNACIO ORLANDO; XING TAO; HRVOJE BOGUNOVIC; XIULAN ZHANG; 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; YANWU XU

AGE Challenge: Angle Closure Glaucoma Evaluation in Anterior Segment Optical Coherence Tomography

MEDICAL IMAGE ANALYSIS; Lugar: Amsterdam; Año: 2020

HERNÁN KÜLSGAARD; JOSÉ IGNACIO ORLANDO; MARIANA BERNDERSKY; JUAN PABLO PRINCICH; LUIS S. R. MANZANERA; ALBERTO VARGAS; SILVIA KOCHEN; IGNACIO LARRABIDE

Machine learning for filtering out false positive grey matter atrophies in single subject voxel based morphometry: a simulation based study

JOURNAL OF THE NEUROLOGICAL SCIENCES; Lugar: Amsterdam; Año: 2020

ZIEMER, PAULO G P; BULANT, CARLOS A; ORLANDO, JOSÉ I; MASO TALOU, GONZALO D; MANSILLA ÁLVAREZ, LUIS A; BEZERRA, CRISTIANO GUEDES; LEMOS, PEDRO A; GARCÍA-GARCÍA, HÉCTOR M; BLANCO, PABLO J

Automated lumen segmentation using multi-frame convolutional neural networks in Intravascular Ultrasound datasets

European Heart Journal - Digital Health; Lugar: Oxford; Año: 2020

ANNA BREGGER; JOSÉ IGNACIO ORLANDO; PAVOL HARAR; MONIKA DÖRFLER; SOPHIE KLIMSCHA; CHRISTOPH GRECHENIG; BIANCA S. GERENDAS; URSULA SCHMIDT-ERFURTH; MARTIN EHLER

On Orthogonal Projections for Dimension Reduction and Applications in Augmented Target Loss Functions for Learning Problems

JOURNAL OF MATHEMATICAL IMAGING AND VISION; Lugar: Berlin; Año: 2019

SANTIAGO VITALE; JOSÉ IGNACIO ORLANDO; EMMANUEL IARUSSI; IGNACIO LARRABIDE

Improving realism in patient-specific abdominal Ultrasound simulation using CycleGANs

International Journal of Computer Assisted Radiology and Surgery; Año: 2019

DAVID ROMO-BUCHELI; PHILIPP SEEBÖCK; JOSÉ IGNACIO ORLANDO; BIANCA S. GERENDAS; SEBASTIAN M. WALDSTEIN; URSULA SCHMIDT-ERFURTH; HRVOJE BOGUNOVIć

Reducing image variability across OCT devices with unsupervised unpaired learning for improved segmentation of retina

Biomedical Optics Express; Lugar: Washington; Año: 2019

ORLANDO, JOSÉ IGNACIO; PROKOFYEVA, ELENA; DEL FRESNO, MARIANA; BLASCHKO, MATTHEW B.

An ensemble deep learning based approach for red lesion detection in fundus images

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE; Año: 2018 vol. 153 p. 115 - 127

JOSÉ IGNACIO ORLANDO; ELENA PROKOFYEVA; MATTHEW B. BLASCHKO

A discriminatively trained fully connected conditional random field model for blood vessel segmentation in fundus images

IEEE TRANSACTIONS ON BIO-MEDICAL ENGINEERING; Lugar: New York; Año: 2017 vol. 64 p. 16 - 27

ORLANDO, JOSÉ IGNACIO; VAN KEER, KAREL; BARBOSA BREDA, JOÃO; MANTEROLA, HUGO LUIS; BLASCHKO, MATTHEW B.; CLAUSSE, ALEJANDRO

Proliferative Diabetic Retinopathy Characterization based on Fractal Features: Evaluation on a Publicly Available Data Set

MEDICAL PHYSICS; Lugar: New York; Año: 2017

LUCAS LO VERCIO; JOSÉ IGNACIO ORLANDO; MARIANA DEL FRESNO; IGNACIO LARRABIDE

Assessment of image features for vessel wall segmentation in Intravascular Ultrasound images

International Journal of Computer Assisted Radiology and Surgery; Lugar: Heidelberg; Año: 2016 p. 1397 - 1407

JOSÉ IGNACIO ORLANDO; MARIANA DEL FRESNO

REVIEWING PREPROCESSING AND FEATURE EXTRACTION TECHNIQUES FOR RETINAL BLOOD VESSELS SEGMENTATION IN FUNDUS IMAGES

MECANICA COMPUTACIONAL; Lugar: Bariloche; Año: 2014