Neil Cronin

Aktiiviset JYU-affiliaatiot

Aiemmat, ei-aktiiviset tai muut työsuhteet

Tutkimuskuvaus

I study human movement from various perspectives and in a wide range of human populations. In my view, this work is important for anyone who a) moves, and b) wants to understand how the brain tells the body what to do during complex movements. I also use imaging and machine learning methods to extract meaning from human-related data.

Tieteenalat

Seurantakohteet

Omat asiasanat

gait; imaging; machine learning; AI; muscle mechanics; tekoäly; koneoppiminen; kuvantamismenetelmät; liikuntabiologia

Hankkeet, joissa vastuullinen johtaja

Hankkeet, joissa on hanketiimin jäsen

Julkaisut ja muut tuotokset

  

  

  

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• Evaluation of 3D Markerless Motion Capture System Accuracy during Skate Skiing on a Treadmill (2024) Torvinen, Petra; et al.; A1; OA 
• Feasibility of OpenPose markerless motion analysis in a real athletics competition (2024) Cronin, Neil J.; et al.; A1; OA 
• Fully Automated Analysis of Muscle Architecture from B-Mode Ultrasound Images with DL_Track_US (2024) Ritsche, Paul; et al.; A1 
• Laboratory-assessed gait cycle entropy for classifying walking limitations among community-dwelling older adults (2024) Mattila, Olli-Pekka; et al.; A1; OA 
• Menopausal transition alters female skeletal muscle transcriptome (2024) Juppi, Hanna-Kaarina; et al.; A1; OA 
• 51 Factors associated with good recovery from Achilles tendon rupture at 1 year post rupture (2023) Khair, Raad; et al.; O1; OA 
• Accuracy of a computer vision system for estimating biomechanical measures of body function in axial spondyloarthropathy patients and healthy subjects (2023) Cronin, Neil J; et al.; A1; OA 
• A comparison of machine learning architectures for determining ground contact timings in overground and treadmill gait (2023) Sansgiri, Sailee; et al.; O1 
• DL_Track : Automated analysis of muscle architecture from B-mode ultrasonography images using deep learning (2023) Ritsche, Paul; et al.; O1; OA 
• Exploration of muscle–tendon biomechanics one year after Achilles tendon rupture and the compensatory role of flexor hallucis longus (2023) Khair, Ra'ad M.; et al.; A1; OA 
• Medial gastrocnemius muscle fascicle function during heel-rise after non-operative repair of Achilles tendon rupture (2023) van Dijk, Koen; et al.; A1; OA 
• Understanding altered contractile properties in advanced age : insights from a systematic muscle modelling approach (2023) Mayfield, Dean L.; et al.; A1; OA 
• DeepACSA : Automatic Segmentation of Cross-sectional Area in Ultrasound Images of Lower Limb Muscles Using Deep Learning (2022) Ritsche, Paul; et al.; A1; OA 
• Intramuscular EMG amplitudes do not necessarily diverge from surface EMG amplitudes over time : Response to Letter to the Editor (2022) Péter, Annamária; et al.; B1 
• In vivo localized gastrocnemius subtendon representation within the healthy and ruptured human Achilles tendon (2022) Khair, Raad M.; et al.; A1; OA