ff

Published Research

Smart clothing for human movement analysis: future application in sport and clinical practice.

Read more:

Wearables for running gait analysis: A study protocol

Published Research

Case study of using the DANU system to monitor active elderly individuals in their 70's living with Parkinson's disease

Research in Progress

What effect does the menstrual cycle have on MS symptoms> Using Danu as a gait analysis tool.

Research in Progress

Clinical Research

Research In Progress

CLINICAL TRIAL

Validation to Fall Prediction in Parkinson's Disease

Objective mobility assessment using wearable technology for clinical application in Parkinson's Disease.

Commenced April 2025

CLINICAL TRIAL

Clinical Validity in Parkinson's Disease

This observational study aims to explore the use of the DANU Smart Socks for gait and balance assessment in people with Parkinson's Disease.

Commenced April 2025

Objective Gait Assessment for Clinical Application in Populations with Parkinson's - Dublin Neurological Institute

This study aims to characterise gait in both clinical and home settings to identify gait parameters indicative of falls and contribute to the discovery of helpful biomarkers to improve Parkinson’s care.

Commenced April 2025

The Dublin Neurological Institute logo with 'The DNI' acronym.

Care is Coming Home - University of Twente & Delft University of Technology

Research Description

Commenced 2026

TU Delft logo with black text, a blue 'U', and a flame icon above 'TU'.

Case Study - Dublin Neurological Institute

Case Study measuring the effects of the Menstrual Cycle and Mobility in Patients with Parkinson's Disease

Commenced April 2025

The Dublin Neurological Institute logo with 'The DNI' acronym.

Case Study Analysis - National Orthopaedic Hospital, Dublin

Evaluating gait and mobility outcomes in individuals post total knee replacement.

Commenced January 2025

Logo for National Orthopaedic Hospital Cappagh, featuring a blue stylized icon and black and blue text.

Case Study using Danu as a Monitoring Tool for Active Individuals with Parkinson's Disease.

Case study of using the DANU system to monitor active elderly individuals in their 70's living with Parkinson's disease

Commenced 2024

Exploration of Stair Gait

Progressing from the lab to the home setting

Commenced 2024

GAIT

Walk

Walking is a dynamic and fundamental gait movement in which the legs propel the body forward in a rhythmic, alternating pattern while maintaining continuous contact with the ground. It is commonly assessed in gait analysis to evaluate coordination, balance, and neuromuscular control across various populations. The walking cycle consists of two main phases:

  1. Stance Phase (~60% of the gait cycle): Includes heel strike, mid-stance, and toe-off, during which the foot is in contact with the ground and supports body weight.
  2. Swing Phase (~40%): The foot is lifted off the ground and moves forward in preparation for the next step.

Walking typically occurs at a self-selected pace on a flat, unobstructed surface, allowing for natural stride length and rhythm. Gait assessments can help detect abnormalities such as poor balance, uneven stride, or delayed reaction time, which may indicate underlying neuromuscular or orthopaedic issues.

Jog

Jog refers to a moderate-intensity gait movement that falls between walking and sprinting in terms of speed and effort. It is characterized by a steady, rhythmic motion where both feet briefly leave the ground during each stride cycle, though with less force and airtime than sprinting.  The movement involves a continuous sequence of gait phases—heel strike, mid-stance, toe-off, and swing—executed at a controlled pace. Jogging is commonly used in fitness, rehabilitation, and sports performance settings to assess cardiovascular endurance, joint mechanics, and movement efficiency. Jogging can be performed on various surfaces and under different conditions to evaluate adaptability and detect subtle gait deviations. It is often used as a baseline or transitional activity in return-to-play protocols and endurance training programs.

Sprint

Sprint refers to a high-intensity, short-duration gait movement characterised by rapid, explosive forward propulsion using powerful, alternating leg motions. The movement involves a sequence of phases—start, acceleration, maximum velocity, and deceleration—each requiring precise timing and efficient force production. During sprinting, both feet are momentarily off the ground, distinguishing it from walking or jogging. Sprinting is commonly used in performance testing and biomechanical analysis to assess an individual's speed, power, coordination, and neuromuscular control. Sprints are typically assessed over set distances (e.g., 10m, 20m, 40m, 100m) on flat, unobstructed surfaces. Evaluating sprint biomechanics can help detect asymmetries, assess explosive power, and analyse stride length.

Agility

Agility refers to the ability to rapidly change direction, speed, or position in response to a stimulus, while maintaining control and balance. Agility involves a combination of neuromuscular coordination, strength, balance, and cognitive processing. It is often assessed through dynamic movement tasks that challenge an individual's ability to accelerate, decelerate, and redirect motion efficiently. Three examples of agility tests are: 505 agility test, shuttle run, and the t-test.

Free Run

Free run refers to a self-paced, unstructured running activity performed without a fixed distance, route, or surface. Unlike traditional running assessments conducted on flat, unobstructed tracks, a free run typically takes place in natural or urban environments where terrain, elevation, and direction may vary. This form of running emphasizes autonomy and adaptability, allowing the individual to respond to real-world conditions such as turns, inclines, obstacles, and changes in surface texture. Free runs are often used to evaluate how runners adjust their biomechanics and pacing strategies in dynamic settings. Because of its variability, free running can provide insights into functional mobility, decision-making, and environmental interaction that structured tests may not capture.

Research In Progress

Pilot Study - UPMC Santry ACL Research.

Protocol for Pre- & Post-Operative Monitoring in ACL.

The effects of Athrogenic Muscle Inhibition on gait following Anterior Cruciate Ligament injury

Commenced January 2025

Logo for UPMC Sports Surgery Clinic with a runner graphic.

PhD - Can the Danu System be used to Provide Lab-Grade Accuracy within Natural Sporting Environments

The aim is to investigate if the Danu system can be used to monitor biomechanical changes in gait & plyometrics to quantify performance outcomes by spatiotemporal and kinetic parameters across multiple dynamic & non-cyclical movements.

Commenced April 2025

Font

PhD - Can the Danu System be used to Provide Lab-Grade Accuracy within Natural Sporting Environments

Investigating Biomechanical Adaptations to Advanced Cushioning Technologies in Running Shoes Using DANU Sensors

Commenced April 2025

Font

PhD: Investigate if the Danu System can be used to Monitor Biomechanical Changes in Gait when Wearing the Super Spike Shoes.

The aim of this PhD is to investigate if the Danu system can be used to monitor biomechanical changes in gait and plyometrics to quantify performance outcomes when wearing the Super Spike shoes

Logo of the University of Limerick featuring a green emblem and white text on a dark green background.

Pilot Study - Menstrual Cycle Phase Biomechanical Analysis- Danu Lab

This study aims to assess whether Danu socks can monitor suggested surrogate predictors of ACL injury during balance, gait, and jumping tasks, and to explore whether ACL injury risk varies across different phases of the menstrual cycle.

Commenced November 2025

Active Functional Monitoring Tool in Professional Sports Rehabilitation- The Vodacom Blue Bulls

How Danu is actively used by sports science teams managing athletes with lower limb injuries as a functional monitoring tool across all phases of rehabilitaion.

Commenced September 2025

White "BULLS" text with blue outline, stylized as a bull's head and horns.

Investigating ACL rehabilitation and Injury Forecasting in Women’s Field Sports

Investigating ACL rehabilitation and injury forecasting in women’s field sports to enhance recovery strategies and preventative measures

Commenced

Heriot-Watt University logo in white text on a black background, featuring the university crest.

Sports Research & Application

Published

Research In Progress

Pilot Study - UPMC Santry ACL Research.

Protocol for Pre- & Post-Operative Monitoring in ACL.

The effects of Athrogenic Muscle Inhibition on gait following Anterior Cruciate Ligament injury

Commenced January 2025

Logo for UPMC Sports Surgery Clinic with a runner graphic.

PhD - Can the Danu System be used to Provide Lab-Grade Accuracy within Natural Sporting Environments

The aim is to investigate if the Danu system can be used to monitor biomechanical changes in gait & plyometrics to quantify performance outcomes by spatiotemporal and kinetic parameters across multiple dynamic & non-cyclical movements.

Commenced April 2025

PhD - Can the Danu System be used to Provide Lab-Grade Accuracy within Natural Sporting Environments

Investigating Biomechanical Adaptations to Advanced Cushioning Technologies in Running Shoes Using DANU Sensors

Commenced April 2025

PhD - Investigate if the Danu System can be used to Monitor Biomechanical Changes in Gait when Wearing the Super Spike Shoes.

The aim of this PhD is to investigate if the Danu system can be used to monitor biomechanical changes in gait and plyometrics to quantify performance outcomes when wearing the Super Spike shoes

Pilot Study - Menstrual Cycle Phase Biomechanical Analysis

This study aims to assess whether Danu socks can monitor suggested surrogate predictors of ACL injury during balance, gait, and jumping tasks, and to explore whether ACL injury risk varies across different phases of the menstrual cycle.

Commenced November 2025

Active Functional Monitoring Tool in Professional Sports Athlete Rehabilitation- The Vodacom Blue Bulls

How Danu is actively used by sports science teams managing athletes with lower limb injuries as a functional monitoring tool across all phases of rehabilitaion.

Commenced September 2025

White "BULLS" text with blue outline, stylized as a bull's head and horns.

Investigating ACL rehabilitation and Injury Forecasting in Women’s Field Sports

Investigating ACL rehabilitation and injury forecasting in women’s field sports to enhance recovery strategies and preventative measures

Commenced

Heriot-Watt University logo in white text on a black background, featuring the university crest.

Research

Find out more about research conducted with the support of DANU. Click to view full article online, or download PDF to your device.

A metric glossary on all metrics collected by the Danu system will be available here soon.

Work in progress.

Legs with black 'DANU' smart socks and sensor device on h/p/cosmos treadmill.

Research & Publications

Research

Find out more about research conducted with the support of DANU. Click to view full article online, or download PDF to your device.

Research in-progress

Hover or tap to view abstract

Font

PhD: Can the DANU System Be Used Across Multiple Sports to Provide Lab-based Accuracy Within The Natural Sporting Environment

Commenced October 2023

PhD: Investigate if the DANU System Can be Utilised to Monitor Biomechanical Changes in Gait when Wearing the Super Spike Shoes

Commenced April 2024

Abstract:

The overall aim of this PhD is to investigate if the Danu system can be used to monitor biomechanical changes in gait and plyometrics to quantify performance outcomes by spatiotemporal and kinetic parameters across multiple movements that are dynamic and non-cyclical. This research will involve the development of machine learning models to accurately predict ground reaction forces and centre of pressure, across a series of movements and different footwear

Abstract:

The overall aim of this PhD is to investigate if the Danu software and hardware system can be used to monitor biomechanical changes in gait when wearing the super spike shoes. By quantifying performance outcomes such as speed, ground contact time, flight time, ankle kinematics, the research can investigate what differentiates super spike shoes (SSS) from other running spikes, with a particular focus around how four components (in-shoe pressure, shoe bending stiffness, anthropometric foot and leg length, Meta-Tarsal Phalangeal Joint flexion) biomechanically change an athlete’s sprint profile.

Font

Abstract

Font

Northumbria – Case study of using the DANU system to monitor active elderly individuals in their 70's living with Parkinson's disease

Commenced 2024

Font

Abstract

Font

Northumbria – Overground running assessment of runners and fatigue development during a 5K run and the impact on gait variability

Commenced

Font

Abstract

Font

Northumbria – Objective gait assessment with wearable sensors for clinical application in Parkinson’s disease: From validation to prediction of falls.

Commenced April 2025

Font

Abstract

Public space, Grass

Liverpool John Moores University – Exploration of stair gait: progressing from the lab to the home setting

Commenced

Font

Abstract

Oregon Health & Science University – Comparison and validation of the DANU system in a lab setting against their own IMU-only smart sock

Commenced

Font

Abstract

Public address system, Audio equipment, Microphone stand, Logo

National Orthopaedic Hospital Cappagh – Evaluating Gait and Mobility Outcomes in Individuals Post-Total Knee Replacement: A Case Study Analysis

Commenced January 2025

Font

Abstract

Font

DNI – This study aims to characterise gait in both clinical and home settings to identify gait parameters indicative of falls and contribute to the discovery of helpful biomarkers to improve Parkinson’s care.

Commenced April 2025

Font

Abstract

Central Remedial Clinic – Research to investigate how foot-ankle orthoses can be customised based on pressure data collected by the DANU system

Commenced

Font

Abstract

Herriot-Watt University – Gait analysis with VR integration, investigating ACL rehabilitation & injury forecasting in women's sports, and examining the effects of anti-Parkinsonian medication on gait mechanics.

Commenced

Font

Abstract

Herriot-Watt University – Proof-of-concept case studies with stroke survivors and individuals living with Huntington's disease

Commenced

Font

Abstract

University of Strathclyde – The DANU System: A Reliable Diagnostic Tool for Chronic Ankle Instability?

Commenced June 2025

Font

Abstract

Font

DANU – Validity and Reliability of the DANU System for Measuring Spatial Parameters in Overground and Treadmill Gait

Commenced March 2025

Font

Abstract

Font

DANU – Dynamic Movement Analysis in Team Sports: Testing the Validity and Reliability of the DANU System

Commenced November 2024

Font

Abstract

Font

DANU – Investigating Biomechanical Adaptations to Advanced Cushioning Technologies in Running Shoes Using DANU Sensors

Other on-going research includes:

DANU – Dynamic Movement Analysis in Team Sports: Testing the Validity and Reliability of the DANU System

DANU – Validity and Reliability of the DANU System for Measuring Spatial Parameters in Overground and Treadmill Gait

DANU – Investigating Biomechanical Adaptations to Advanced Cushioning Technologies in Running Shoes Using DANU Sensors

Northumbria – Smart clothing for human movement analysis: future application in sport and clinical practice

Northumbria – Case study of using the DANU system to monitor active elderly individuals in their 70's living with Parkinson's disease

Northumbria – Overground running assessment of runners and fatigue development during a 5K run and the impact on gait variability

Northumbria – Objective gait assessment with wearable sensors for clinical application in Parkinson’s disease: From validation to prediction of falls.

Liverpool John Moores University – Exploration of stair gait: progressing from the lab to the home setting.

Oregon Health & Science University – Comparison and validation of the DANU system in a lab setting against their own IMU-only smart sock

University of Limerick – Investigate if the DANU system can be utilised to monitor biomechanical changes in gait when wearing the super spike shoes.

Cappagh – Evaluating Gait and Mobility Outcomes in Individuals Post-Total Knee Replacement: A Case Study Analysis

UPMC Santry – Protocol for Pre- & Post-Operative Monitoring in ACL Surgery

Dublin Nuerological Institute – Objective gait assessment with wearable sensors for clinical application in populations with Parkinson's

Central Remedial Clinic – Research to investigate how foot-ankle orthoses can be customised based on pressure data collected by the DANU system

Herriot-Watt University – Multiple collaborations including gait analysis with VR integration, investigating ACL rehabilitation and and injury forecasting in women's sports, and examining the effects of anti-Parkinsonian medication on gait mechanics.

Herriot-Watt University – Proof-of-concept case studies with stroke survivors and individuals living with Huntington's disease

University of Strathclyde – The DANU System: A Reliable Diagnostic Tool for Chronic Ankle Instability?

We are open to more collaborations and would love to hear from you.