Alexander Pollinger

According to our database, Alexander Pollinger authored at least 9 papers between 2018 and 2024.

Collaborative distances:

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

2024

Orchestrating explainable artificial intelligence for multimodal and longitudinal data in medical imaging.

Aurélie Pahud de Mortanges, Haozhe Luo, Shelley Zixin Shu, Amith Kamath, Yannick Suter, Mohamed Shelan, Alexander Poellinger, Mauricio Reyes

npj Digit. Medicine, 2024

Prior knowledge-guided vision-transformer-based unsupervised domain adaptation for intubation prediction in lung disease at one week.

Junlin Yang, John Anderson Garcia Henao, Nicha C. Dvornek, Jianchun He, Danielle V. Bower, Arno Depotter, Herkus Bajercius, Aurélie Pahud de Mortanges, Chenyu You, Christopher Gange, Roberta Eufrasia Ledda, Mario Silva, Charles S. Dela Cruz, Wolf Hautz, Harald M. Bonel, Mauricio Reyes, Lawrence H. Staib, Alexander Poellinger, James S. Duncan

Comput. Medical Imaging Graph., 2024

INFORMER- Interpretability Founded Monitoring of Medical Image Deep Learning Models.

Shelley Zixin Shu, Aurélie Pahud de Mortanges, Alexander Poellinger, Dwarikanath Mahapatra, Mauricio Reyes

Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, 2024

2023

Graph Node Based Interpretability Guided Sample Selection for Active Learning.

Dwarikanath Mahapatra, Alexander Poellinger, Mauricio Reyes

IEEE Trans. Medical Imaging, March, 2023

2022

Interpretability-Guided Inductive Bias For Deep Learning Based Medical Image.

Dwarikanath Mahapatra, Alexander Poellinger, Mauricio Reyes

Medical Image Anal., 2022

2021

Interpretability-Driven Sample Selection Using Self Supervised Learning for Disease Classification and Segmentation.

Dwarikanath Mahapatra, Alexander Pollinger, Ling Shao, Mauricio Reyes

IEEE Trans. Medical Imaging, 2021

2020

Interpretability-Guided Content-Based Medical Image Retrieval.

Wilson Silva, Alexander Pollinger, Jaime S. Cardoso, Mauricio Reyes

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

2019

Informative sample generation using class aware generative adversarial networks for classification of chest Xrays.

Behzad Bozorgtabar, Dwarikanath Mahapatra, Hendrik von Teng, Alexander Pollinger, Lukas Ebner, Jean-Philippe Thiran, Mauricio Reyes

Comput. Vis. Image Underst., 2019

2018

Carbon-Fiber Reinforced Antenna Cavity Hidden in the Monocoque of a Racing Car.

Sebastian Zwickl-Bernhard, Johannes Steiner, Alexander Pollinger, Gerald Artner

Proceedings of the 29th IEEE Annual International Symposium on Personal, 2018