Brian Horsak

19 papers Journal 16Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Machine Learning in Biomechanics: Key Applications and Limitations in Walking, Running, and Sports Movements.
CoRR
Carlo Dindorf, Fabian Horst, Djordje Slijepcevic, Bernhard Dumphart, Jonas Dully, Matthias Zeppelzauer, Brian Horsak, Michael Fröhlich
2024 J jnl
Decoding Gait Signatures: Exploring Individual Patterns in Pathological Gait Using Explainable AI.
IEEE Access
Djordje Slijepcevic, Fabian Horst, Marvin Simak, Wolfgang Immanuel Schöllhorn, Brian Horsak, Matthias Zeppelzauer
2024 J jnl
Editorial: The role of perceptual manipulations of XR in neurological rehabilitation.
Frontiers Virtual Real.
Omar Janeh, Keigo Matsumto, Brian Horsak
2023 J jnl
Auditory feedback in tele-rehabilitation based on automated gait classification.
Pers. Ubiquitous Comput.
Victor Adriel de Jesus Oliveira, Djordje Slijepcevic, Bernhard Dumphart, Stefan Ferstl, Joschua M. Reis, Anna-Maria Raberger, Mario Heller, Brian Horsak, Michael Iber
2023 J jnl
Explainable Machine Learning in Human Gait Analysis: A Study on Children With Cerebral Palsy.
IEEE Access
Djordje Slijepcevic, Matthias Zeppelzauer, Fabian Unglaube, Andreas Kranzl, Christian Breiteneder, Brian Horsak
2023 J jnl
Overground walking while using a virtual reality head mounted display increases variability in trunk kinematics and reduces dynamic balance in young adults.
Virtual Real.
Brian Horsak, Mark Simonlehner, Bernhard Dumphart, Tarique Siragy
2022 J jnl
Explaining Machine Learning Models for Clinical Gait Analysis.
ACM Trans. Comput. Heal.
Djordje Slijepcevic, Fabian Horst, Sebastian Lapuschkin, Brian Horsak, Anna-Maria Raberger, Andreas Kranzl, Wojciech Samek, Christian Breiteneder, Wolfgang Immanuel Schöllhorn, Matthias Zeppelzauer
2022 J jnl
Explaining automated gender classification of human gait.
CoRR
Fabian Horst, Djordje Slijepcevic, Matthias Zeppelzauer, Anna-Maria Raberger, Sebastian Lapuschkin, Wojciech Samek, Wolfgang Immanuel Schöllhorn, Christian Breiteneder, Brian Horsak
2022 J jnl
Explaining machine learning models for age classification in human gait analysis.
CoRR
Djordje Slijepcevic, Fabian Horst, Marvin Simak, Sebastian Lapuschkin, Anna-Maria Raberger, Wojciech Samek, Christian Breiteneder, Wolfgang Immanuel Schöllhorn, Matthias Zeppelzauer, Brian Horsak
2022 J jnl
Trustworthy Visual Analytics in Clinical Gait Analysis: A Case Study for Patients with Cerebral Palsy.
CoRR
Alexander Rind, Djordje Slijepcevic, Matthias Zeppelzauer, Fabian Unglaube, Andreas Kranzl, Brian Horsak
2021 — conf
Mind the Steps: Towards Auditory Feedback in Tele-Rehabilitation Based on Automated Gait Classification.
Audio Mostly Conference
Michael Iber, Bernhard Dumphart, Victor Adriel de Jesus Oliveira, Stefan Ferstl, Joschua M. Reis, Djordje Slijepcevic, Mario Heller, Anna-Maria Raberger, Brian Horsak
2019 J jnl
KAVAGait: Knowledge-Assisted Visual Analytics for Clinical Gait Analysis.
IEEE Trans. Vis. Comput. Graph.
Markus Wagner, Djordje Slijepcevic, Brian Horsak, Alexander Rind, Matthias Zeppelzauer, Wolfgang Aigner
2019 J jnl
On the Understanding and Interpretation of Machine Learning Predictions in Clinical Gait Analysis Using Explainable Artificial Intelligence.
CoRR
Fabian Horst, Djordje Slijepcevic, Sebastian Lapuschkin, Anna-Maria Raberger, Matthias Zeppelzauer, Wojciech Samek, Christian Breiteneder, Wolfgang Immanuel Schöllhorn, Brian Horsak
2018 J jnl
Automatic Classification of Functional Gait Disorders.
IEEE J. Biomed. Health Informatics
Djordje Slijepcevic, Matthias Zeppelzauer, Anna-Maria Gorgas, Caterine Schwab, Michael Schüller, Arnold Baca, Christian Breiteneder, Brian Horsak
2017 J jnl
Automatic Classification of Functional Gait Disorders.
CoRR
Djordje Slijepcevic, Matthias Zeppelzauer, Anna-Maria Gorgas, Caterine Schwab, Michael Schüller, Arnold Baca, Christian Breiteneder, Brian Horsak
2017 J jnl
KAVAGait: Knowledge-Assisted Visual Analytics for Clinical Gait Analysis.
CoRR
Markus Wagner, Djordje Slijepcevic, Brian Horsak, Alexander Rind, Matthias Zeppelzauer, Wolfgang Aigner
2016 J jnl
SONIGait: a wireless instrumented insole device for real-time sonification of gait.
J. Multimodal User Interfaces
Brian Horsak, Ronald Dlapka, Michael Iber, Anna-Maria Gorgas, Anita Kiselka, Christian Gradl, Tarique Siragy, Jakob Doppler
2015 — conf
A wireless instrumented insole device for real-time sonification of gait.
ICAD
Brian Horsak, Michael Iber, Karin Bauer, Anita Kiselka, Anna-Maria Gorgas, Ronald Dlapka, Jakob Doppler
2010 — conf
A mobile music concept as support for achieving target heart rate in preventive and recreational endurance training.
Audio Mostly Conference
Julian Rubisch, Matthias Husinsky, Jakob Doppler, Hannes Raffaseder, Brian Horsak, Beate Ambichl, Astrid Figl