Machine Learning and Data Analytics Lab

Evaluating the Effectiveness of Mobile Health in Breast Cancer Care: A Systematic Review (2023) Flaucher M, Zakreuskaya A, Nissen M, Mocker A, Fasching P, Beckmann M, Eskofier B, Leutheuser H Journal article, Review article Just a Matter of Scale? Reevaluating Scale Equivariance in Convolutional Neural Networks (2023) Altstidl T, Nguyen A, Schwinn L, Köferl F, Mutschler C, Eskofier B, Zanca D Conference contribution, Original article The Influence of Protective Equipment on Performance in Ice Hockey (2023) Lennartz R, Khassetarash A, Spyrou E, Hallihan A, Eskofier B, Nigg B Conference contribution, Abstract of a poster EarGait: Estimation of Temporal Gait Parameters from Hearing Aid Integrated Inertial Sensors (2023) Seifer AK, Dorschky E, Küderle A, Moradi H, Hannemann R, Eskofier B Journal article Feasibility and Acceptance of Self-Guided Mobile Ultrasound among Pregnant Women in Routine Prenatal Care (2023) Pontones C, Titzmann A, Hübner H, Danzberger N, Rübner M, Häberle L, Eskofier B, et al. Journal article FastAMI - A Monte Carlo Approach to the Adjustment for Chance in Clustering Comparison Metrics (2023) Klede K, Schwinn L, Zanca D, Eskofier B Conference contribution, Original article How Physicians and Patients Interact with Electronic Health Data: A Human-Computer Interaction Perspective (2023) Zakreuskaya A Conference contribution Optimal Combination of Mother Wavelet and AI Model for Precise Classification of Pediatric Electroretinogram Signals (2023) Kulyabin M, Zhdanov A, Dolganov A, Maier A Journal article, Online publication Achieving Efficient and Realistic Full-Radar Simulations and Automatic Data Annotation by Exploiting Ray Meta Data from a Radar Ray Tracing Simulator (2023) Schüßler C, Hoffmann M, Wirth V, Eskofier B, Weyrich T, Stamminger M, Vossiek M Conference contribution, Original article Predictive Models for Health Deterioration: Understanding Disease Pathways for Personalized Medicine (2023) Eskofier B, Klucken J Book chapter / Article in edited volumes