Ece Ozkan

According to our database, Ece Ozkan authored at least 12 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

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., July, 2024

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., January, 2024

2023

Multi-domain improves out-of-distribution and data-limited scenarios for medical image analysis.

Ece Ozkan, Xavier Boix

CoRR, 2023

M(otion)-Mode Based Prediction of Ejection Fraction Using Echocardiograms.

Ece Ozkan, Thomas M. Sutter, Yurong Hu, Sebastian Balzer, Julia E. Vogt

Proceedings of the Pattern Recognition - 45th DAGM German Conference, 2023

2022

Introduction to Machine Learning for Physicians: A Survival Guide for Data Deluge.

Ricards Marcinkevics, Ece Ozkan, Julia E. Vogt

CoRR, 2022

Debiasing Deep Chest X-Ray Classifiers using Intra- and Post-processing Methods.

Ricards Marcinkevics, Ece Ozkan, Julia E. Vogt

Proceedings of the Machine Learning for Healthcare Conference, 2022

Interpretable Prediction of Pulmonary Hypertension in Newborns Using Echocardiograms.

Hanna Ragnarsdóttir, Laura Manduchi, Holger Michel, Fabian Laumer, Sven Wellmann, Ece Ozkan, Julia E. Vogt

Proceedings of the Pattern Recognition, 2022

2019

Siamese Networks With Location Prior for Landmark Tracking in Liver Ultrasound Sequences.

Alvaro Gomariz, Weiye Li, Ece Ozkan, Christine Tanner, Orcun Goksel

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

2017

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

2016

Herding Generalizes Diverse M -Best Solutions.

Ece Ozkan, Gemma Roig, Orcun Goksel, Xavier Boix

CoRR, 2016

Graphical Modeling of Ultrasound Propagation in Tissue for Automatic Bone Segmentation.

Firat Özdemir, Ece Ozkan, Orcun Goksel

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

2015

Compliance boundary conditions for simulating deformations in a limited target region.

Ece Ozkan, Orcun Goksel

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015