Lehrstuhl für Informatik 14 (Machine Learning and Data Analytics)

Combination of defined catwalk gait parameters for predictive locomotion recovery in experimental spinal cord injury rat models (2021) Timotius I, Bieler L, Couillard-Despres S, Sandner B, Garcia-Ovejero D, Labombarda F, Estrada V, et al. Journal article DeepSigns: A predictive model based on Deep Learning for the early detection of patient health deterioration (2021) da Silva DB, Schmidt D, da Costa CA, da Rosa Righi R, Eskofier B Journal article Online at Will: A Novel Protocol for Mutual Authentication in Peer-to-Peer Networks for Patient-Centered Health Care Information Systems (2021) Abdullahi I, Dehling T, Kluge F, Eskofier B, Sunyaev A Conference contribution, Original article HeMoG: A White-Box Model to Unveil the Connection Between Saliency Information and Human Head Motion in Virtual Reality (2021) Rondon MFR, Zanca D, Melacci S, Gori M, Sassatelli L Conference contribution ICDAR 2021 Competition on On-Line Signature Verification (2021) Tolosana R, Vera-Rodriguez R, Gonzalez-Garcia C, Fierrez J, Rengifo S, Morales A, Ortega-Garcia J, et al. Conference contribution Dynamically Sampled Nonlocal Gradients for Stronger Adversarial Attacks (2021) Schwinn L, Nguyen A, Raab R, Zanca D, Eskofier B, Tenbrinck D, Burger M Conference contribution, Conference Contribution Deep Learning Compatible Differentiable X-ray Projections for Inverse Rendering (2021) Shetty K, Birkhold A, Strobel N, Egger B, Jaganathan S, Kowarschik M, Maier A Conference contribution Abstract: Are Fast Labeling Methods Reliable?: A Case Study of Computer-aided Expert Annotations on Microscopy Slides (2021) Marzahl C, Bertram CA, Aubreville M, Petrick A, Weiler K, Gläsel AC, Fragoso M, et al. Conference contribution Inertial Measurements for Motion Compensation in Weight-bearing Cone-beam CT of the Knee (2021) Maier J, Nitschke M, Choi JH, Gold G, Fahrig R, Eskofier B, Maier A Conference contribution Adapt Everywhere: Unsupervised Adaptation of Point-Clouds and Entropy Minimisation for Multi-modal Cardiac Image Segmentation (2021) Vesal S, Gu M, Kosti RV, Maier A, Ravikumar N Journal article