Inga Strümke
Background and activities
Scientific, academic and artistic work
A selection of recent journal publications, artistic productions, books, including book and report excerpts. See all publications in the database
Journal publications
- (2022) On evaluation metrics for medical applications of artificial intelligence. Scientific Reports. vol. 12.
- (2021) Shapley Values for Feature Selection: The Good, the Bad, and the Axioms. IEEE Access.
- (2021) Explaining a deep reinforcement learning docking agent using linear model trees with user adapted visualization. Journal of Marine Science and Engineering. vol. 9 (11).
- (2021) Explaining deep neural networks for knowledge discovery in electrocardiogram analysis. Scientific Reports. vol. 11.
- (2021) Artificial intelligence in dry eye disease. The ocular surface. vol. 23.
- (2021) Model independent feature attributions: Shapley values that uncover non-linear dependencies. PeerJ Computer Science.
- (2021) The social dilemma in artificial intelligence development and why we have to solve it. AI and Ethics.
- (2021) Fr615 IMPACT OF IMAGE RESOLUTION ON CONVOLUTIONAL NEURAL NETWORKS PERFORMANCE IN GASTROINTESTINAL ENDOSCOPY. Gastroenterology. vol. 160 (6 supplement).
- (2021) DeepFake electrocardiograms using generative adversarial networks are the beginning of the end for privacy issues in medicine. Scientific Reports. vol. 11 (1).
- (2021) Impact of image resolution on deep learning performance in endoscopy image classification: An experimental study using a large dataset of endoscopic images. Diagnostics (Basel). vol. 11 (12).
- (2021) ID: 3523524 DATA AUGMENTATION USING GENERATIVE ADVERSARIAL NETWORKS FOR CREATING REALISTIC ARTIFICIAL COLON POLYP IMAGES: VALIDATION STUDY BY ENDOSCOPISTS. Gastrointestinal Endoscopy. vol. 93 (6 supplement).
- (2019) Deep Learning with Periodic Features and Applications in Particle Physics. Communications in Computer and Information Science. vol. 1150 CCIS.
- (2018) Science with e-ASTROGAM: A space mission for MeV–GeV gamma-ray astrophysics. Journal of High Energy Astrophysics. vol. 19.
- (2018) Gaugino Mediation with Large Trilinears. Proceedings of Science (PoS). vol. 318 (079).
- (2018) Signal mixture estimation for degenerate heavy Higgses using a deep neural network. European Physical Journal C. vol. 78 (12).
- (2017) Trilinear-augmented gaugino mediation. Journal of High Energy Physics (JHEP). vol. 2017 (5).
Part of book/report
- (2021) Artificial Intelligence in Gastroenterology. Artificial Intelligence in Medicine.
- (2021) Artificial Intelligence in Gastroenterology. Artificial Intelligence in Medicine.
Report/dissertation
- (2019) Parameter Scans and Machine Learning for beyond Standard Model Physics. 2019. ISBN 978-82-308-3511-1.