Compliance boundary conditions for simulating deformations in a limited target region. - Ece Ozkan; Orcun Goksel (EMBC, 2015)

Graphical Modeling of Ultrasound Propagation in Tissue for Automatic Bone Segmentation. - Firat Özdemir; Ece Ozkan; Orcun Goksel (MICCAI (2), 2016)

Herding Generalizes Diverse M -Best Solutions. - Ece Ozkan; Gemma Roig; Orcun Goksel; Xavier Boix (CoRR, 2016)

Robust motion tracking in liver from 2D ultrasound images using supporters. - Ece Ozkan; Christine Tanner; Matej Kastelic; Oliver Mattausch; Maxim Makhinya; Orcun Goksel (Int. J. Comput. Assist. Radiol. Surg., 2017)

Siamese Networks With Location Prior for Landmark Tracking in Liver Ultrasound Sequences. - Alvaro Gomariz 001; Weiye Li; Ece Ozkan; Christine Tanner; Orcun Goksel (ISBI, 2019)

Interpretable Prediction of Pulmonary Hypertension in Newborns Using Echocardiograms. - Hanna Ragnarsdóttir; Laura Manduchi; Holger Michel; Fabian Laumer; Sven Wellmann; Ece Ozkan; Julia E. Vogt (GCPR, 2022)

Debiasing Deep Chest X-Ray Classifiers using Intra- and Post-processing Methods. - Ricards Marcinkevics; Ece Ozkan; Julia E. Vogt (MLHC, 2022)

Introduction to Machine Learning for Physicians: A Survival Guide for Data Deluge. - Ricards Marcinkevics; Ece Ozkan; Julia E. Vogt (CoRR, 2022)

M(otion)-Mode Based Prediction of Ejection Fraction Using Echocardiograms. - Ece Ozkan; Thomas M. Sutter; Yurong Hu; Sebastian Balzer; Julia E. Vogt (DAGM, 2023)

Multi-domain improves out-of-distribution and data-limited scenarios for medical image analysis. - Ece Ozkan; Xavier Boix (CoRR, 2023)

Interpretable and intervenable ultrasonography-based machine learning models for pediatric appendicitis. - Ricards Marcinkevics; Patricia Reis Wolfertstetter; Ugne Klimiene; Kieran Chin-Cheong; Alyssia Paschke; Julia Zerres; Markus Denzinger; David Niederberger; Sven Wellmann; Ece Ozkan; Christian Knorr; Julia E. Vogt (Medical Image Anal., 2024)

Deep Learning Based Prediction of Pulmonary Hypertension in Newborns Using Echocardiograms. - Hanna Ragnarsdóttir; Ece Ozkan; Holger Michel; Kieran Chin-Cheong; Laura Manduchi; Sven Wellmann; Julia E. Vogt (Int. J. Comput. Vis., 2024)

Predicting Pulmonary Hypertension in Newborns: A Multi-view VAE Approach. - Lucas Erlacher; Samuel Ruipérez-Campillo; Holger Michel; Sven Wellmann; Thomas M. Sutter; Ece Ozkan; Julia E. Vogt (CoRR, 2025)