Djordje Slijepčević
@dslijepcevic.bsky.social
Researcher (Postdoc) at St.Pölten University of Applied Sciences
PhD from TU Wien
#MachineLearning #DeepLearning #ComputerVision #ExplainableAI #GaitAnalysis #BiomechSky
PhD from TU Wien
#MachineLearning #DeepLearning #ComputerVision #ExplainableAI #GaitAnalysis #BiomechSky
Reposted by Djordje Slijepčević
🎉 Drei Auszeichnungen für TU Wien-Forschung!
Rémi Hocq, Hermann Hofbauer und Djordje Slijepčević wurden für ihre Forschung zu Industrieabgas-Nutzung, Energietechnologien und KI in der Medizin geehrt. Wissenschaft mit Wirkung – made at TU Wien.
🔗 www.tuwien.at/tu-wien/aktu...
Rémi Hocq, Hermann Hofbauer und Djordje Slijepčević wurden für ihre Forschung zu Industrieabgas-Nutzung, Energietechnologien und KI in der Medizin geehrt. Wissenschaft mit Wirkung – made at TU Wien.
🔗 www.tuwien.at/tu-wien/aktu...
Auszeichnungen für Forschende der TU Wien
Ob Industrieabgase, Energietechnologien oder KI in der Medizin – Forschende der TU Wien liefern Antworten auf zentrale Fragen unserer Zeit. Drei aktuelle Auszeichnungen für Rémi Hocq, Hermann Hofbauer...
www.tuwien.at
October 15, 2025 at 11:35 AM
🎉 Drei Auszeichnungen für TU Wien-Forschung!
Rémi Hocq, Hermann Hofbauer und Djordje Slijepčević wurden für ihre Forschung zu Industrieabgas-Nutzung, Energietechnologien und KI in der Medizin geehrt. Wissenschaft mit Wirkung – made at TU Wien.
🔗 www.tuwien.at/tu-wien/aktu...
Rémi Hocq, Hermann Hofbauer und Djordje Slijepčević wurden für ihre Forschung zu Industrieabgas-Nutzung, Energietechnologien und KI in der Medizin geehrt. Wissenschaft mit Wirkung – made at TU Wien.
🔗 www.tuwien.at/tu-wien/aktu...
There are certain limitations but our results add to the #verification vs. #validation debate in #gait #analysis. #Marker-based and #markerless systems may never yield perfectly matching #kinematics, but maybe they don't need to. We must understand their differences to use them where they work best.
October 7, 2025 at 8:50 AM
There are certain limitations but our results add to the #verification vs. #validation debate in #gait #analysis. #Marker-based and #markerless systems may never yield perfectly matching #kinematics, but maybe they don't need to. We must understand their differences to use them where they work best.
📊 Key results:
• Comparable performance to #OpenCap
• Challenges in #ankle #kinematics
• Reliable kinematics (RMSD ≈ 3°)
• Reasonable accuracy (RMSD ≈ 5.5°)
→ promising for #remote & #home-based #gait #assessment
• Comparable performance to #OpenCap
• Challenges in #ankle #kinematics
• Reliable kinematics (RMSD ≈ 3°)
• Reasonable accuracy (RMSD ≈ 5.5°)
→ promising for #remote & #home-based #gait #assessment
October 7, 2025 at 8:50 AM
📊 Key results:
• Comparable performance to #OpenCap
• Challenges in #ankle #kinematics
• Reliable kinematics (RMSD ≈ 3°)
• Reasonable accuracy (RMSD ≈ 5.5°)
→ promising for #remote & #home-based #gait #assessment
• Comparable performance to #OpenCap
• Challenges in #ankle #kinematics
• Reliable kinematics (RMSD ≈ 3°)
• Reasonable accuracy (RMSD ≈ 5.5°)
→ promising for #remote & #home-based #gait #assessment
#Markerless 3D #motion #capture keeps moving forward and #monocular methods could make gait analysis even more accessible. In this study, we propose a low-cost monocular system, combining #CameraHMR & #OpenSim against both #OpenCap and a marker-based reference under various gait conditions.
October 7, 2025 at 8:50 AM
#Markerless 3D #motion #capture keeps moving forward and #monocular methods could make gait analysis even more accessible. In this study, we propose a low-cost monocular system, combining #CameraHMR & #OpenSim against both #OpenCap and a marker-based reference under various gait conditions.
🚀 New paper:
“Validity and reliability of monocular 3D #markerless #gait #analysis in simulated pathological gait: A comparative study with #OpenCap” @jbiomech.bsky.social :
📄 doi.org/10.1016/j.jb...
👥 @bhorsak.bsky.social, M. Simonlehner, V. Quehenberger, B. Dumphart & A. Kranzl
#BiomechSky
“Validity and reliability of monocular 3D #markerless #gait #analysis in simulated pathological gait: A comparative study with #OpenCap” @jbiomech.bsky.social :
📄 doi.org/10.1016/j.jb...
👥 @bhorsak.bsky.social, M. Simonlehner, V. Quehenberger, B. Dumphart & A. Kranzl
#BiomechSky
Redirecting
doi.org
October 7, 2025 at 8:50 AM
🚀 New paper:
“Validity and reliability of monocular 3D #markerless #gait #analysis in simulated pathological gait: A comparative study with #OpenCap” @jbiomech.bsky.social :
📄 doi.org/10.1016/j.jb...
👥 @bhorsak.bsky.social, M. Simonlehner, V. Quehenberger, B. Dumphart & A. Kranzl
#BiomechSky
“Validity and reliability of monocular 3D #markerless #gait #analysis in simulated pathological gait: A comparative study with #OpenCap” @jbiomech.bsky.social :
📄 doi.org/10.1016/j.jb...
👥 @bhorsak.bsky.social, M. Simonlehner, V. Quehenberger, B. Dumphart & A. Kranzl
#BiomechSky
Example of the functioning of our Speech Concept Bottleneck Models #SCBM
📄https://doi.org/10.1016/j.ipm.2025.104309
#XAI #explainability #interpretability #ML #AI #hatespeech #hate #counterspeech #toxic
📄https://doi.org/10.1016/j.ipm.2025.104309
#XAI #explainability #interpretability #ML #AI #hatespeech #hate #counterspeech #toxic
September 29, 2025 at 9:00 AM
Example of the functioning of our Speech Concept Bottleneck Models #SCBM
📄https://doi.org/10.1016/j.ipm.2025.104309
#XAI #explainability #interpretability #ML #AI #hatespeech #hate #counterspeech #toxic
📄https://doi.org/10.1016/j.ipm.2025.104309
#XAI #explainability #interpretability #ML #AI #hatespeech #hate #counterspeech #toxic
This work is a step toward AI systems people can:
✔️ Understand
✔️ Trust
✔️ Use responsibly
Big thanks to my coauthors:
Roberto Labadie, Xihui Chen, Adrian Jaques Böck, Andreas Babic, Liz Freimann, Christiane Atzmüller & Matthias Zeppelzauer
✔️ Understand
✔️ Trust
✔️ Use responsibly
Big thanks to my coauthors:
Roberto Labadie, Xihui Chen, Adrian Jaques Böck, Andreas Babic, Liz Freimann, Christiane Atzmüller & Matthias Zeppelzauer
September 29, 2025 at 8:50 AM
This work is a step toward AI systems people can:
✔️ Understand
✔️ Trust
✔️ Use responsibly
Big thanks to my coauthors:
Roberto Labadie, Xihui Chen, Adrian Jaques Böck, Andreas Babic, Liz Freimann, Christiane Atzmüller & Matthias Zeppelzauer
✔️ Understand
✔️ Trust
✔️ Use responsibly
Big thanks to my coauthors:
Roberto Labadie, Xihui Chen, Adrian Jaques Böck, Andreas Babic, Liz Freimann, Christiane Atzmüller & Matthias Zeppelzauer
📊 Results:
✅ #SCBM balance interpretability & performance
✅ They achieve (or surpass) state-of-the-art results
✅ Compete even with large #Transformers
✅ #SCBM balance interpretability & performance
✅ They achieve (or surpass) state-of-the-art results
✅ Compete even with large #Transformers
September 29, 2025 at 8:50 AM
📊 Results:
✅ #SCBM balance interpretability & performance
✅ They achieve (or surpass) state-of-the-art results
✅ Compete even with large #Transformers
✅ #SCBM balance interpretability & performance
✅ They achieve (or surpass) state-of-the-art results
✅ Compete even with large #Transformers
✨ What’s inside?
🔹 Distilling knowledge from #LLMs into transparent #SCBM
🔹 Using domain-specific human-understandable adjectives as concepts
🔹 A novel class-discriminative loss for #interpretability
🔹 Applied to #hate & #counterspeech recognition
🔹 Distilling knowledge from #LLMs into transparent #SCBM
🔹 Using domain-specific human-understandable adjectives as concepts
🔹 A novel class-discriminative loss for #interpretability
🔹 Applied to #hate & #counterspeech recognition
September 29, 2025 at 8:50 AM
✨ What’s inside?
🔹 Distilling knowledge from #LLMs into transparent #SCBM
🔹 Using domain-specific human-understandable adjectives as concepts
🔹 A novel class-discriminative loss for #interpretability
🔹 Applied to #hate & #counterspeech recognition
🔹 Distilling knowledge from #LLMs into transparent #SCBM
🔹 Using domain-specific human-understandable adjectives as concepts
🔹 A novel class-discriminative loss for #interpretability
🔹 Applied to #hate & #counterspeech recognition
🧩The idea: Instead of predicting directly, #SCBM goes through a layer of human-understandable concepts. We leverage #LLMs to evaluate adjective-based concepts that capture the intention & tone on #socialmedia .
This way, the model explains why it decides.
This way, the model explains why it decides.
September 29, 2025 at 8:50 AM
🧩The idea: Instead of predicting directly, #SCBM goes through a layer of human-understandable concepts. We leverage #LLMs to evaluate adjective-based concepts that capture the intention & tone on #socialmedia .
This way, the model explains why it decides.
This way, the model explains why it decides.
In our new paper "Distilling knowledge from large language models: A #concept #bottleneck #model for #hate and #counterspeech recognition" we introduce Speech Concept Bottleneck Models #SCBM - a step toward #interpretable #LLM.
📄https://doi.org/10.1016/j.ipm.2025.104309
📄https://doi.org/10.1016/j.ipm.2025.104309
September 29, 2025 at 8:50 AM
In our new paper "Distilling knowledge from large language models: A #concept #bottleneck #model for #hate and #counterspeech recognition" we introduce Speech Concept Bottleneck Models #SCBM - a step toward #interpretable #LLM.
📄https://doi.org/10.1016/j.ipm.2025.104309
📄https://doi.org/10.1016/j.ipm.2025.104309
AI systems must be accurate but also #understandable. Trust in #AI depends on #transparency. Yet Large Language Models (#LLMs) remain #blackboxes.
How do we make them #interpretable without losing performance? 👇
#Explainability #NLP #XAI #OnlineHate #ML #Interpretability
How do we make them #interpretable without losing performance? 👇
#Explainability #NLP #XAI #OnlineHate #ML #Interpretability
September 29, 2025 at 8:50 AM
AI systems must be accurate but also #understandable. Trust in #AI depends on #transparency. Yet Large Language Models (#LLMs) remain #blackboxes.
How do we make them #interpretable without losing performance? 👇
#Explainability #NLP #XAI #OnlineHate #ML #Interpretability
How do we make them #interpretable without losing performance? 👇
#Explainability #NLP #XAI #OnlineHate #ML #Interpretability
Congrats, Anne!
July 4, 2025 at 9:44 PM
Congrats, Anne!
☕ I'll be around until Wednesday – happy to connect over coffee, just drop me a DM!
#ESB2025 #ESB #Biomechanics #AIinBiomechanics #ExplainableAI #GaitAnalysis #HumanMovement #ML #XAI
#ESB2025 #ESB #Biomechanics #AIinBiomechanics #ExplainableAI #GaitAnalysis #HumanMovement #ML #XAI
July 4, 2025 at 9:35 PM
☕ I'll be around until Wednesday – happy to connect over coffee, just drop me a DM!
#ESB2025 #ESB #Biomechanics #AIinBiomechanics #ExplainableAI #GaitAnalysis #HumanMovement #ML #XAI
#ESB2025 #ESB #Biomechanics #AIinBiomechanics #ExplainableAI #GaitAnalysis #HumanMovement #ML #XAI
Make sure to catch @bhorsak.bsky.social talk on:
🎤 “𝗕𝗥𝗘𝗔𝗞𝗜𝗡𝗚 𝗕𝗔𝗥𝗥𝗜𝗘𝗥𝗦 𝗜𝗡 𝗛𝗨𝗠𝗔𝗡 𝗠𝗢𝗧𝗜𝗢𝗡 𝗖𝗔𝗣𝗧𝗨𝗥𝗘 𝗪𝗜𝗧𝗛 𝗔𝗜-𝗣𝗢𝗪𝗘𝗥𝗘𝗗 𝗟𝗢𝗪-𝗖𝗢𝗦𝗧 𝗠𝗔𝗥𝗞𝗘𝗥𝗟𝗘𝗦𝗦 𝗦𝗬𝗦𝗧𝗘𝗠𝗦”
🕥 Room G5 | Tuesday 08/July/2025, 10:25 – 10:45am
#ESB2025 #ESB
🎤 “𝗕𝗥𝗘𝗔𝗞𝗜𝗡𝗚 𝗕𝗔𝗥𝗥𝗜𝗘𝗥𝗦 𝗜𝗡 𝗛𝗨𝗠𝗔𝗡 𝗠𝗢𝗧𝗜𝗢𝗡 𝗖𝗔𝗣𝗧𝗨𝗥𝗘 𝗪𝗜𝗧𝗛 𝗔𝗜-𝗣𝗢𝗪𝗘𝗥𝗘𝗗 𝗟𝗢𝗪-𝗖𝗢𝗦𝗧 𝗠𝗔𝗥𝗞𝗘𝗥𝗟𝗘𝗦𝗦 𝗦𝗬𝗦𝗧𝗘𝗠𝗦”
🕥 Room G5 | Tuesday 08/July/2025, 10:25 – 10:45am
#ESB2025 #ESB
July 4, 2025 at 9:35 PM
Make sure to catch @bhorsak.bsky.social talk on:
🎤 “𝗕𝗥𝗘𝗔𝗞𝗜𝗡𝗚 𝗕𝗔𝗥𝗥𝗜𝗘𝗥𝗦 𝗜𝗡 𝗛𝗨𝗠𝗔𝗡 𝗠𝗢𝗧𝗜𝗢𝗡 𝗖𝗔𝗣𝗧𝗨𝗥𝗘 𝗪𝗜𝗧𝗛 𝗔𝗜-𝗣𝗢𝗪𝗘𝗥𝗘𝗗 𝗟𝗢𝗪-𝗖𝗢𝗦𝗧 𝗠𝗔𝗥𝗞𝗘𝗥𝗟𝗘𝗦𝗦 𝗦𝗬𝗦𝗧𝗘𝗠𝗦”
🕥 Room G5 | Tuesday 08/July/2025, 10:25 – 10:45am
#ESB2025 #ESB
🎤 “𝗕𝗥𝗘𝗔𝗞𝗜𝗡𝗚 𝗕𝗔𝗥𝗥𝗜𝗘𝗥𝗦 𝗜𝗡 𝗛𝗨𝗠𝗔𝗡 𝗠𝗢𝗧𝗜𝗢𝗡 𝗖𝗔𝗣𝗧𝗨𝗥𝗘 𝗪𝗜𝗧𝗛 𝗔𝗜-𝗣𝗢𝗪𝗘𝗥𝗘𝗗 𝗟𝗢𝗪-𝗖𝗢𝗦𝗧 𝗠𝗔𝗥𝗞𝗘𝗥𝗟𝗘𝗦𝗦 𝗦𝗬𝗦𝗧𝗘𝗠𝗦”
🕥 Room G5 | Tuesday 08/July/2025, 10:25 – 10:45am
#ESB2025 #ESB
👣 Looking forward to attending the @esbcongress.bsky.social at @ethz.ch next week!
I'd like to invite you to my perspective talk:
🎤 “𝗨𝗡𝗕𝗢𝗫𝗜𝗡𝗚 𝗧𝗛𝗘 𝗕𝗟𝗔𝗖𝗞-𝗕𝗢𝗫: 𝗘𝗫𝗣𝗟𝗔𝗜𝗡𝗜𝗡𝗚 𝗠𝗔𝗖𝗛𝗜𝗡𝗘 𝗟𝗘𝗔𝗥𝗡𝗜𝗡𝗚 𝗠𝗢𝗗𝗘𝗟𝗦 𝗜𝗡 𝗛𝗨𝗠𝗔𝗡 𝗠𝗢𝗩𝗘𝗠𝗘𝗡𝗧 𝗔𝗡𝗔𝗟𝗬𝗦𝗜𝗦”
🕗 Audi Max | Tuesday 08/July/2025, 8:30 – 8:50am
#ESB2025 #ESB
I'd like to invite you to my perspective talk:
🎤 “𝗨𝗡𝗕𝗢𝗫𝗜𝗡𝗚 𝗧𝗛𝗘 𝗕𝗟𝗔𝗖𝗞-𝗕𝗢𝗫: 𝗘𝗫𝗣𝗟𝗔𝗜𝗡𝗜𝗡𝗚 𝗠𝗔𝗖𝗛𝗜𝗡𝗘 𝗟𝗘𝗔𝗥𝗡𝗜𝗡𝗚 𝗠𝗢𝗗𝗘𝗟𝗦 𝗜𝗡 𝗛𝗨𝗠𝗔𝗡 𝗠𝗢𝗩𝗘𝗠𝗘𝗡𝗧 𝗔𝗡𝗔𝗟𝗬𝗦𝗜𝗦”
🕗 Audi Max | Tuesday 08/July/2025, 8:30 – 8:50am
#ESB2025 #ESB
July 4, 2025 at 9:35 PM
👣 Looking forward to attending the @esbcongress.bsky.social at @ethz.ch next week!
I'd like to invite you to my perspective talk:
🎤 “𝗨𝗡𝗕𝗢𝗫𝗜𝗡𝗚 𝗧𝗛𝗘 𝗕𝗟𝗔𝗖𝗞-𝗕𝗢𝗫: 𝗘𝗫𝗣𝗟𝗔𝗜𝗡𝗜𝗡𝗚 𝗠𝗔𝗖𝗛𝗜𝗡𝗘 𝗟𝗘𝗔𝗥𝗡𝗜𝗡𝗚 𝗠𝗢𝗗𝗘𝗟𝗦 𝗜𝗡 𝗛𝗨𝗠𝗔𝗡 𝗠𝗢𝗩𝗘𝗠𝗘𝗡𝗧 𝗔𝗡𝗔𝗟𝗬𝗦𝗜𝗦”
🕗 Audi Max | Tuesday 08/July/2025, 8:30 – 8:50am
#ESB2025 #ESB
I'd like to invite you to my perspective talk:
🎤 “𝗨𝗡𝗕𝗢𝗫𝗜𝗡𝗚 𝗧𝗛𝗘 𝗕𝗟𝗔𝗖𝗞-𝗕𝗢𝗫: 𝗘𝗫𝗣𝗟𝗔𝗜𝗡𝗜𝗡𝗚 𝗠𝗔𝗖𝗛𝗜𝗡𝗘 𝗟𝗘𝗔𝗥𝗡𝗜𝗡𝗚 𝗠𝗢𝗗𝗘𝗟𝗦 𝗜𝗡 𝗛𝗨𝗠𝗔𝗡 𝗠𝗢𝗩𝗘𝗠𝗘𝗡𝗧 𝗔𝗡𝗔𝗟𝗬𝗦𝗜𝗦”
🕗 Audi Max | Tuesday 08/July/2025, 8:30 – 8:50am
#ESB2025 #ESB
This is a new approach to #personalized #rehabilitation based on #ML, unlocking novel opportunities in #injury #prevention and therapy. Our primary goal is to support clinicians and #patients in improving therapeutic outcomes.
#AI #MachineLearning #Rehabilitation #Sonification #GaitAnalysis
#AI #MachineLearning #Rehabilitation #Sonification #GaitAnalysis
May 2, 2025 at 11:29 PM
This is a new approach to #personalized #rehabilitation based on #ML, unlocking novel opportunities in #injury #prevention and therapy. Our primary goal is to support clinicians and #patients in improving therapeutic outcomes.
#AI #MachineLearning #Rehabilitation #Sonification #GaitAnalysis
#AI #MachineLearning #Rehabilitation #Sonification #GaitAnalysis
A huge thanks to my co-authors for the great collaboration: De-Jesus-Oliveira V., Dumphart B., Ferstl S., Joschua Reis, Raberger A.-M., Heller M., @bhorsak.bsky.social, Michael Iber, Simonlehner M., Prock K., Siragy T.
May 2, 2025 at 11:29 PM
A huge thanks to my co-authors for the great collaboration: De-Jesus-Oliveira V., Dumphart B., Ferstl S., Joschua Reis, Raberger A.-M., Heller M., @bhorsak.bsky.social, Michael Iber, Simonlehner M., Prock K., Siragy T.
📚 Simonlehner et al. (2024). 𝗦𝗼𝗻𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗰𝗮𝗻 𝗮𝗹𝘁𝗲𝗿 𝗝𝗼𝗶𝗻𝘁 𝗔𝗹𝗶𝗴𝗻𝗺𝗲𝗻𝘁 𝗳𝗼𝗿 𝗣𝗲𝗿𝘀𝗼𝗻𝗮𝗹𝗶𝘇𝗲𝗱 𝗥𝗲𝗵𝗮𝗯𝗶𝗹𝗶𝘁𝗮𝘁𝗶𝗼𝗻: 𝗘𝘃𝗶𝗱𝗲𝗻𝗰𝗲 𝗳𝗿𝗼𝗺 𝗮 𝗖𝗼𝗻𝘁𝗿𝗼𝗹𝗹𝗲𝗱 𝗣𝗶𝗹𝗼𝘁 𝗦𝘁𝘂𝗱𝘆. 𝘎𝘢𝘪𝘵 & 𝘗𝘰𝘴𝘵𝘶𝘳𝘦, 113, 212–213.
doi.org/10.1016/j.ga...
doi.org/10.1016/j.ga...
Redirecting
doi.org
May 2, 2025 at 11:29 PM
📚 Simonlehner et al. (2024). 𝗦𝗼𝗻𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗰𝗮𝗻 𝗮𝗹𝘁𝗲𝗿 𝗝𝗼𝗶𝗻𝘁 𝗔𝗹𝗶𝗴𝗻𝗺𝗲𝗻𝘁 𝗳𝗼𝗿 𝗣𝗲𝗿𝘀𝗼𝗻𝗮𝗹𝗶𝘇𝗲𝗱 𝗥𝗲𝗵𝗮𝗯𝗶𝗹𝗶𝘁𝗮𝘁𝗶𝗼𝗻: 𝗘𝘃𝗶𝗱𝗲𝗻𝗰𝗲 𝗳𝗿𝗼𝗺 𝗮 𝗖𝗼𝗻𝘁𝗿𝗼𝗹𝗹𝗲𝗱 𝗣𝗶𝗹𝗼𝘁 𝗦𝘁𝘂𝗱𝘆. 𝘎𝘢𝘪𝘵 & 𝘗𝘰𝘴𝘵𝘶𝘳𝘦, 113, 212–213.
doi.org/10.1016/j.ga...
doi.org/10.1016/j.ga...
Our contributions include:
📚 de Jesus Oliveira et al. (2023). 𝗔𝘂𝗱𝗶𝘁𝗼𝗿𝘆 𝗳𝗲𝗲𝗱𝗯𝗮𝗰𝗸 𝗶𝗻 𝘁𝗲𝗹𝗲-𝗿𝗲𝗵𝗮𝗯𝗶𝗹𝗶𝘁𝗮𝘁𝗶𝗼𝗻 𝗯𝗮𝘀𝗲𝗱 𝗼𝗻 𝗮𝘂𝘁𝗼𝗺𝗮𝘁𝗲𝗱 𝗴𝗮𝗶𝘁 𝗰𝗹𝗮𝘀𝘀𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻. 𝘗𝘦𝘳𝘴𝘰𝘯𝘢𝘭 𝘢𝘯𝘥 𝘜𝘣𝘪𝘲𝘶𝘪𝘵𝘰𝘶𝘴 𝘊𝘰𝘮𝘱𝘶𝘵𝘪𝘯𝘨 27, 1873–1886 (2023).
doi.org/10.1007/s007...
📚 de Jesus Oliveira et al. (2023). 𝗔𝘂𝗱𝗶𝘁𝗼𝗿𝘆 𝗳𝗲𝗲𝗱𝗯𝗮𝗰𝗸 𝗶𝗻 𝘁𝗲𝗹𝗲-𝗿𝗲𝗵𝗮𝗯𝗶𝗹𝗶𝘁𝗮𝘁𝗶𝗼𝗻 𝗯𝗮𝘀𝗲𝗱 𝗼𝗻 𝗮𝘂𝘁𝗼𝗺𝗮𝘁𝗲𝗱 𝗴𝗮𝗶𝘁 𝗰𝗹𝗮𝘀𝘀𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻. 𝘗𝘦𝘳𝘴𝘰𝘯𝘢𝘭 𝘢𝘯𝘥 𝘜𝘣𝘪𝘲𝘶𝘪𝘵𝘰𝘶𝘴 𝘊𝘰𝘮𝘱𝘶𝘵𝘪𝘯𝘨 27, 1873–1886 (2023).
doi.org/10.1007/s007...
Auditory feedback in tele-rehabilitation based on automated gait classification - Personal and Ubiquitous Computing
In this paper, we describe a proof-of-concept for the implementation of a wearable auditory biofeedback system based on a sensor-instrumented insole. Such a system aims to assist everyday users with s...
doi.org
May 2, 2025 at 11:29 PM
Our contributions include:
📚 de Jesus Oliveira et al. (2023). 𝗔𝘂𝗱𝗶𝘁𝗼𝗿𝘆 𝗳𝗲𝗲𝗱𝗯𝗮𝗰𝗸 𝗶𝗻 𝘁𝗲𝗹𝗲-𝗿𝗲𝗵𝗮𝗯𝗶𝗹𝗶𝘁𝗮𝘁𝗶𝗼𝗻 𝗯𝗮𝘀𝗲𝗱 𝗼𝗻 𝗮𝘂𝘁𝗼𝗺𝗮𝘁𝗲𝗱 𝗴𝗮𝗶𝘁 𝗰𝗹𝗮𝘀𝘀𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻. 𝘗𝘦𝘳𝘴𝘰𝘯𝘢𝘭 𝘢𝘯𝘥 𝘜𝘣𝘪𝘲𝘶𝘪𝘵𝘰𝘶𝘴 𝘊𝘰𝘮𝘱𝘶𝘵𝘪𝘯𝘨 27, 1873–1886 (2023).
doi.org/10.1007/s007...
📚 de Jesus Oliveira et al. (2023). 𝗔𝘂𝗱𝗶𝘁𝗼𝗿𝘆 𝗳𝗲𝗲𝗱𝗯𝗮𝗰𝗸 𝗶𝗻 𝘁𝗲𝗹𝗲-𝗿𝗲𝗵𝗮𝗯𝗶𝗹𝗶𝘁𝗮𝘁𝗶𝗼𝗻 𝗯𝗮𝘀𝗲𝗱 𝗼𝗻 𝗮𝘂𝘁𝗼𝗺𝗮𝘁𝗲𝗱 𝗴𝗮𝗶𝘁 𝗰𝗹𝗮𝘀𝘀𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻. 𝘗𝘦𝘳𝘴𝘰𝘯𝘢𝘭 𝘢𝘯𝘥 𝘜𝘣𝘪𝘲𝘶𝘪𝘵𝘰𝘶𝘴 𝘊𝘰𝘮𝘱𝘶𝘵𝘪𝘯𝘨 27, 1873–1886 (2023).
doi.org/10.1007/s007...
We #𝘀𝗼𝗻𝗶𝗳𝘆 𝗵𝘂𝗺𝗮𝗻 #𝗺𝗼𝘃𝗲𝗺𝗲𝗻𝘁 and 𝗮𝗹𝗲𝗿𝘁 𝗽𝗮𝘁𝗶𝗲𝗻𝘁𝘀 𝘄𝗵𝗲𝗻 𝗺𝗶𝘀𝗮𝗹𝗶𝗴𝗻𝗺𝗲𝗻𝘁𝘀 𝗼𝗰𝗰𝘂𝗿, whether during #walking or #rehabilitation exercises. Using sensor-based #insoles and #ML, we aim to detect deviations from ideal posture or movement and provide 𝗿𝗲𝗮𝗹-𝘁𝗶𝗺𝗲 𝗮𝘀𝘀𝗶𝘀𝘁𝗮𝗻𝗰𝗲 𝘁𝗵𝗿𝗼𝘂𝗴𝗵 𝘀𝗶𝗺𝗽𝗹𝗲 𝗮𝗻𝗱 𝗶𝗻𝘁𝘂𝗶𝘁𝗶𝘃𝗲 𝗮𝘂𝗱𝗶𝗼 𝗰𝘂𝗲𝘀.
May 2, 2025 at 11:29 PM
Proud to announce that our team is one of the 𝘄𝗶𝗻𝗻𝗲𝗿𝘀 of the 𝟐𝟎𝟐𝟓 𝗗𝗮𝘁𝗮 𝗦𝗼𝗻𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗔𝘄𝗮𝗿𝗱𝘀! 🏆 This recognition from the community affirms the impact of our interdisciplinary research in #𝗦𝗼𝗻𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻, #𝗠𝗮𝗰𝗵𝗶𝗻𝗲𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴, #𝗚𝗮𝗶𝘁𝗔𝗻𝗮𝗹𝘆𝘀𝗶𝘀, and #𝗥𝗲𝗵𝗮𝗯𝗶𝗹𝗶𝘁𝗮𝘁𝗶𝗼𝗻.
phaidra.fhstp.ac.at/api/object/o...
phaidra.fhstp.ac.at/api/object/o...
phaidra.fhstp.ac.at
May 2, 2025 at 11:29 PM
Proud to announce that our team is one of the 𝘄𝗶𝗻𝗻𝗲𝗿𝘀 of the 𝟐𝟎𝟐𝟓 𝗗𝗮𝘁𝗮 𝗦𝗼𝗻𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗔𝘄𝗮𝗿𝗱𝘀! 🏆 This recognition from the community affirms the impact of our interdisciplinary research in #𝗦𝗼𝗻𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻, #𝗠𝗮𝗰𝗵𝗶𝗻𝗲𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴, #𝗚𝗮𝗶𝘁𝗔𝗻𝗮𝗹𝘆𝘀𝗶𝘀, and #𝗥𝗲𝗵𝗮𝗯𝗶𝗹𝗶𝘁𝗮𝘁𝗶𝗼𝗻.
phaidra.fhstp.ac.at/api/object/o...
phaidra.fhstp.ac.at/api/object/o...
🚀 𝗧𝗿𝘆 𝗶𝘁 𝗼𝘂𝘁 𝗳𝗼𝗿 𝘆𝗼𝘂𝗿𝘀𝗲𝗹𝗳!
🔗 𝗗𝗼𝘄𝗻𝗹𝗼𝗮𝗱 𝗵𝗲𝗿𝗲: github.com/fhstp/Intell...
💻 𝗡𝗼 𝗶𝗻𝘀𝘁𝗮𝗹𝗹𝗮𝘁𝗶𝗼𝗻 𝗻𝗲𝗲𝗱𝗲𝗱: just 𝗱𝗼𝘄𝗻𝗹𝗼𝗮𝗱, 𝘂𝗻𝗽𝗮𝗰𝗸, and 𝗿𝘂𝗻 in Vicon Nexus 2.14+
💡 𝗟𝗼𝗼𝗸𝗶𝗻𝗴 𝗮𝗵𝗲𝗮𝗱: Stay tuned for an even larger evaluation coming soon!
#Gait #GaitAnalysis #Biomechanics #Kinematics #MachineLearning #DeepLearning
🔗 𝗗𝗼𝘄𝗻𝗹𝗼𝗮𝗱 𝗵𝗲𝗿𝗲: github.com/fhstp/Intell...
💻 𝗡𝗼 𝗶𝗻𝘀𝘁𝗮𝗹𝗹𝗮𝘁𝗶𝗼𝗻 𝗻𝗲𝗲𝗱𝗲𝗱: just 𝗱𝗼𝘄𝗻𝗹𝗼𝗮𝗱, 𝘂𝗻𝗽𝗮𝗰𝗸, and 𝗿𝘂𝗻 in Vicon Nexus 2.14+
💡 𝗟𝗼𝗼𝗸𝗶𝗻𝗴 𝗮𝗵𝗲𝗮𝗱: Stay tuned for an even larger evaluation coming soon!
#Gait #GaitAnalysis #Biomechanics #Kinematics #MachineLearning #DeepLearning
LinkedIn
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lnkd.in
April 3, 2025 at 8:09 PM
🚀 𝗧𝗿𝘆 𝗶𝘁 𝗼𝘂𝘁 𝗳𝗼𝗿 𝘆𝗼𝘂𝗿𝘀𝗲𝗹𝗳!
🔗 𝗗𝗼𝘄𝗻𝗹𝗼𝗮𝗱 𝗵𝗲𝗿𝗲: github.com/fhstp/Intell...
💻 𝗡𝗼 𝗶𝗻𝘀𝘁𝗮𝗹𝗹𝗮𝘁𝗶𝗼𝗻 𝗻𝗲𝗲𝗱𝗲𝗱: just 𝗱𝗼𝘄𝗻𝗹𝗼𝗮𝗱, 𝘂𝗻𝗽𝗮𝗰𝗸, and 𝗿𝘂𝗻 in Vicon Nexus 2.14+
💡 𝗟𝗼𝗼𝗸𝗶𝗻𝗴 𝗮𝗵𝗲𝗮𝗱: Stay tuned for an even larger evaluation coming soon!
#Gait #GaitAnalysis #Biomechanics #Kinematics #MachineLearning #DeepLearning
🔗 𝗗𝗼𝘄𝗻𝗹𝗼𝗮𝗱 𝗵𝗲𝗿𝗲: github.com/fhstp/Intell...
💻 𝗡𝗼 𝗶𝗻𝘀𝘁𝗮𝗹𝗹𝗮𝘁𝗶𝗼𝗻 𝗻𝗲𝗲𝗱𝗲𝗱: just 𝗱𝗼𝘄𝗻𝗹𝗼𝗮𝗱, 𝘂𝗻𝗽𝗮𝗰𝗸, and 𝗿𝘂𝗻 in Vicon Nexus 2.14+
💡 𝗟𝗼𝗼𝗸𝗶𝗻𝗴 𝗮𝗵𝗲𝗮𝗱: Stay tuned for an even larger evaluation coming soon!
#Gait #GaitAnalysis #Biomechanics #Kinematics #MachineLearning #DeepLearning
Great work by Bernhard Dumphart and congrats to our entire team @bhorsak.bsky.social, Kranzl Andreas, Fabian Unglaube, Baca Arnold, Fabien Leboeuf, Stéphane Armand, Marys Franco Carvalho, Florian Dobler, Nathalie Alexander.
April 3, 2025 at 8:09 PM
Great work by Bernhard Dumphart and congrats to our entire team @bhorsak.bsky.social, Kranzl Andreas, Fabian Unglaube, Baca Arnold, Fabien Leboeuf, Stéphane Armand, Marys Franco Carvalho, Florian Dobler, Nathalie Alexander.
In our multicenter study 𝗜𝗻𝘁𝗲𝗹𝗹𝗘𝘃𝗲𝗻𝘁 showed 𝘀𝘁𝗿𝗼𝗻𝗴 𝗴𝗲𝗻𝗲𝗿𝗮𝗹𝗶𝘇𝗮𝗯𝗶𝗹𝗶𝘁𝘆 in detecting initial contact and foot-off events and performed well even on 𝗽𝗿𝗲𝘃𝗶𝗼𝘂𝘀𝗹𝘆 𝘂𝗻𝘀𝗲𝗲𝗻 #𝗽𝗮𝘁𝗵𝗼𝗹𝗼𝗴𝗶𝗲𝘀
.
📄https://doi.org/10.1016/j.gaitpost.2025.01.049
#AI #ML #Gait #Biomechanics #Kinematics #MachineLearning #DeepLearning
📄https://doi.org/10.1016/j.gaitpost.2025.01.049
#AI #ML #Gait #Biomechanics #Kinematics #MachineLearning #DeepLearning
April 3, 2025 at 8:09 PM
In our multicenter study 𝗜𝗻𝘁𝗲𝗹𝗹𝗘𝘃𝗲𝗻𝘁 showed 𝘀𝘁𝗿𝗼𝗻𝗴 𝗴𝗲𝗻𝗲𝗿𝗮𝗹𝗶𝘇𝗮𝗯𝗶𝗹𝗶𝘁𝘆 in detecting initial contact and foot-off events and performed well even on 𝗽𝗿𝗲𝘃𝗶𝗼𝘂𝘀𝗹𝘆 𝘂𝗻𝘀𝗲𝗲𝗻 #𝗽𝗮𝘁𝗵𝗼𝗹𝗼𝗴𝗶𝗲𝘀
.
📄https://doi.org/10.1016/j.gaitpost.2025.01.049
#AI #ML #Gait #Biomechanics #Kinematics #MachineLearning #DeepLearning
📄https://doi.org/10.1016/j.gaitpost.2025.01.049
#AI #ML #Gait #Biomechanics #Kinematics #MachineLearning #DeepLearning