Birgit Ertl-Wagner

14 papers Journal 13Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Predicting pediatric diagnostic imaging patient no-show and extended wait-times using LLMs, regression, and tree based models.
Frontiers Artif. Intell.
Daniel Rafique, Xuan Liu, Bo Gong, Laura Belsito, Melissa D. McCradden, Mjaye L. Mazwi, Wayne Lee, Graham Ohanlon, Kyle Tsang, Manohar Shroff, Birgit Ertl-Wagner, Farzad Khalvati
2023 J jnl
Motion artifact correction in fetal MRI based on a Generative Adversarial network method.
Biomed. Signal Process. Control.
Adam Lim, Justin Lo, Matthias W. Wagner, Birgit Ertl-Wagner, Dafna Sussman
2022 J jnl
Automatic Artifact Detection Algorithm in Fetal MRI.
Frontiers Artif. Intell.
Adam Lim, Justin Lo, Matthias W. Wagner, Birgit Ertl-Wagner, Dafna Sussman
2022 J jnl
Fetal Organ Anomaly Classification Network for Identifying Organ Anomalies in Fetal MRI.
Frontiers Artif. Intell.
Justin Lo, Adam Lim, Matthias W. Wagner, Birgit Ertl-Wagner, Dafna Sussman
2022 — conf
Improving the Segmentation of Pediatric Low-Grade Gliomas Through Multitask Learning.
EMBC
Partoo Vafaeikia, Matthias W. Wagner, Cynthia Hawkins, Uri Tabori, Birgit Ertl-Wagner, Farzad Khalvati
2022 J jnl
Open-radiomics: A Research Protocol to Make Radiomics-based Machine Learning Pipelines Reproducible.
CoRR
Ernest Namdar, Matthias W. Wagner, Birgit Ertl-Wagner, Farzad Khalvati
2022 J jnl
Tumor-location-guided CNNs for Pediatric Low-grade Glioma Molecular Biomarker Classification Using MRI.
CoRR
Khashayar Namdar, Matthias W. Wagner, Kareem Kudus, Cynthia Hawkins, Uri Tabori, Birgit Ertl-Wagner, Farzad Khalvati
2021 J jnl
Cross Attention Squeeze Excitation Network (CASE-Net) for Whole Body Fetal MRI Segmentation.
Sensors
Justin Lo, Saiee Nithiyanantham, Jillian Cardinell, Dylan Young, Sherwin Cho, Abirami Kirubarajan, Matthias W. Wagner, Roxana Azma, Steven Miller, Mike Seed, Birgit Ertl-Wagner, Dafna Sussman
2021 J jnl
Improving the Segmentation of Pediatric Low-Grade Gliomas through Multitask Learning.
CoRR
Partoo Vafaeikia, Matthias W. Wagner, Uri Tabori, Birgit Ertl-Wagner, Farzad Khalvati
2020 J jnl
Improving 3D convolutional neural network comprehensibility via interactive visualization of relevance maps: Evaluation in Alzheimer's disease.
CoRR
Martin Dyrba, Moritz Hanzig, Slawek Altenstein, Sebastian Bader, Tommaso Ballarini, Frederic Brosseron, Katharina Buerger, Daniel Cantré, Peter Dechent, Laura Dobisch, Emrah Düzel, Michael Ewers, Klaus Fliessbach, Wenzel Glanz, John D. Haynes, Michael T. Heneka, Daniel Janowitz, Deniz Baris Keles, Ingo Kilimann, Christoph Laske, Franziska Maier, Coraline D. Metzger, Matthias H. Munk, Robert Perneczky, Oliver Peters, Lukas Preis, Josef Priller, Boris Rauchmann, Nina Roy, Klaus Scheffler, Anja Schneider, Björn H. Schott, Annika Spottke, Eike J. Spruth, Marc-André Weber, Birgit Ertl-Wagner, Michael Wagner, Jens Wiltfang, Frank Jessen, Stefan J. Teipel
2018 J jnl
Handedness-dependent functional organizational patterns within the bilateral vestibular cortical network revealed by fMRI connectivity based parcellation.
NeuroImage
Valerie Kirsch, Rainer Boegle, Daniel Keeser, E. Kierig, Birgit Ertl-Wagner, Thomas Brandt, Marianne Dieterich
2017 J jnl
Hough-CNN: Deep learning for segmentation of deep brain regions in MRI and ultrasound.
Comput. Vis. Image Underst.
Fausto Milletari, Seyed-Ahmad Ahmadi, Christine Kroll, Annika Plate, Verena E. Rozanski, Juliana Maiostre, Johannes Levin, Olaf Dietrich, Birgit Ertl-Wagner, Kai Bötzel, Nassir Navab
2017 J jnl
Test-retest reliability of prefrontal transcranial Direct Current Stimulation (tDCS) effects on functional MRI connectivity in healthy subjects.
NeuroImage
Jana Wörsching, Frank Padberg, Konstantin Helbich, Alkomiet Hasan, Lena Koch, Stephan Goerigk, Sophia Stöcklein, Birgit Ertl-Wagner, Daniel Keeser
2016 J jnl
Hough-CNN: Deep Learning for Segmentation of Deep Brain Regions in MRI and Ultrasound.
CoRR
Fausto Milletari, Seyed-Ahmad Ahmadi, Christine Kroll, Annika Plate, Verena E. Rozanski, Juliana Maiostre, Johannes Levin, Olaf Dietrich, Birgit Ertl-Wagner, Kai Bötzel, Nassir Navab