Brian Horsak

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 14

Top Topics

Gender Classification

Person Identification

Top Venues

Audio Mostly Conference

IEEE J. Biomed. Health Informatics

Publications

Djordje Slijepcevic, Matthias Zeppelzauer, Fabian Unglaube, Andreas Kranzl, Christian Breiteneder, Brian Horsak
Explainable Machine Learning in Human Gait Analysis: A Study on Children With Cerebral Palsy. IEEE Access 11 (2023)
Victor Adriel de Jesus Oliveira, Djordje Slijepcevic, Bernhard Dumphart, Stefan Ferstl, Joschua M. Reis, Anna-Maria Raberger, Mario Heller, Brian Horsak, Michael Iber
Auditory feedback in tele-rehabilitation based on automated gait classification. Pers. Ubiquitous Comput. 27 (5) (2023)
Brian Horsak, Mark Simonlehner, Bernhard Dumphart, Tarique Siragy
Overground walking while using a virtual reality head mounted display increases variability in trunk kinematics and reduces dynamic balance in young adults. Virtual Real. 27 (4) (2023)
Djordje Slijepcevic, Fabian Horst, Marvin Simak, Sebastian Lapuschkin, Anna-Maria Raberger, Wojciech Samek, Christian Breiteneder, Wolfgang Immanuel Schöllhorn, Matthias Zeppelzauer, Brian Horsak
Explaining machine learning models for age classification in human gait analysis. CoRR (2022)
Djordje Slijepcevic, Fabian Horst, Sebastian Lapuschkin, Brian Horsak, Anna-Maria Raberger, Andreas Kranzl, Wojciech Samek, Christian Breiteneder, Wolfgang Immanuel Schöllhorn, Matthias Zeppelzauer
Explaining Machine Learning Models for Clinical Gait Analysis. ACM Trans. Comput. Heal. 3 (2) (2022)
Alexander Rind, Djordje Slijepcevic, Matthias Zeppelzauer, Fabian Unglaube, Andreas Kranzl, Brian Horsak
Trustworthy Visual Analytics in Clinical Gait Analysis: A Case Study for Patients with Cerebral Palsy. CoRR (2022)
Fabian Horst, Djordje Slijepcevic, Matthias Zeppelzauer, Anna-Maria Raberger, Sebastian Lapuschkin, Wojciech Samek, Wolfgang Immanuel Schöllhorn, Christian Breiteneder, Brian Horsak
Explaining automated gender classification of human gait. CoRR (2022)
Michael Iber, Bernhard Dumphart, Victor Adriel de Jesus Oliveira, Stefan Ferstl, Joschua M. Reis, Djordje Slijepcevic, Mario Heller, Anna-Maria Raberger, Brian Horsak
Mind the Steps: Towards Auditory Feedback in Tele-Rehabilitation Based on Automated Gait Classification. Audio Mostly Conference (2021)
Fabian Horst, Djordje Slijepcevic, Sebastian Lapuschkin, Anna-Maria Raberger, Matthias Zeppelzauer, Wojciech Samek, Christian Breiteneder, Wolfgang I. Schöllhorn, Brian Horsak
On the Understanding and Interpretation of Machine Learning Predictions in Clinical Gait Analysis Using Explainable Artificial Intelligence. CoRR (2019)
Markus Wagner, Djordje Slijepcevic, Brian Horsak, Alexander Rind, Matthias Zeppelzauer, Wolfgang Aigner
KAVAGait: Knowledge-Assisted Visual Analytics for Clinical Gait Analysis. IEEE Trans. Vis. Comput. Graph. 25 (3) (2019)
Djordje Slijepcevic, Matthias Zeppelzauer, Anna-Maria Gorgas, Caterine Schwab, Michael Schüller, Arnold Baca, Christian Breiteneder, Brian Horsak
Automatic Classification of Functional Gait Disorders. IEEE J. Biomed. Health Informatics 22 (5) (2018)
Djordje Slijepcevic, Matthias Zeppelzauer, Anna-Maria Gorgas, Caterine Schwab, Michael Schüller, Arnold Baca, Christian Breiteneder, Brian Horsak
Automatic Classification of Functional Gait Disorders. CoRR (2017)
Markus Wagner, Djordje Slijepcevic, Brian Horsak, Alexander Rind, Matthias Zeppelzauer, Wolfgang Aigner
KAVAGait: Knowledge-Assisted Visual Analytics for Clinical Gait Analysis. CoRR (2017)
Brian Horsak, Ronald Dlapka, Michael Iber, Anna-Maria Gorgas, Anita Kiselka, Christian Gradl, Tarique Siragy, Jakob Doppler
SONIGait: a wireless instrumented insole device for real-time sonification of gait. J. Multimodal User Interfaces 10 (3) (2016)
Brian Horsak, Michael Iber, Karin Bauer, Anita Kiselka, Anna-Maria Gorgas, Ronald Dlapka, Jakob Doppler
A wireless instrumented insole device for real-time sonification of gait. ICAD (2015)
Julian Rubisch, Matthias Husinsky, Jakob Doppler, Hannes Raffaseder, Brian Horsak, Beate Ambichl, Astrid Figl
A mobile music concept as support for achieving target heart rate in preventive and recreational endurance training. Audio Mostly Conference (2010)