translate

Physical Disabilities

A physical disability is a limitation on a person's physical functioning, mobility, dexterity or stamina

DSet Touchscreen typing-pattern analysis for detecting fne motor skills decline in early-stage Parkinson’s disease

D. Iakovakis, S. Hadjidimitriou, V. Charisis, S. Bostantzopoulou, Z. Katsarou, Leontios J. Hadjileontiadis

A machine learning classifier to automatically detect motor impariment in patients with Parkinson's disease is constructed using a dataset collected by recording touchscreen keystrokes in a clinical setting. The collection protocol includes a typing experiment of multiple text excerpts on smartphones and a clinical evaluation of Early PD patients and healthy controls.
 2018 18
  • Cognitive
  • Mobility
Logs
Tags: 
Parkinson's diseaseParkinsons
Paper
Contact

NKI-CCRT corpus: speech intelligibility before and after advanced head and neck cancer treated with concomitant chemoradiotherapy

R.P. Clapham, L. van der Molen, R.J.J.H. van Son, M. van den Brekel, F.J.M. Hilgers

This work investigates how speech changes before and after a surgery and treatment of neck cancer. All participants read the same Dutch fairy tale, and the speech recorded was annotated with text and noise markers.
 2012 55
  • Health
  • Speech
Audio
Text
Tags: 
Speech IntelligibilityNeck Cancer
Paper
Contact

GData Motor Impairment Estimates via Touchscreen Typing Dynamics Toward Parkinson's Disease Detection From Data Harvested In-the-Wild

D. Iakovakis, S. Hadjidimitriou, V. Charisis

A machine learning classifier to automatically detect motor impariment in patients with Parkinson's disease is constructed using a dataset collected by recording touchscreen keystrokes in the wild. Subjects from four countries across EU contributed pseudo-anonymised multimodal data remotely on keyboard interactions and keystroke dynamics through the app install on their smartphone. The characters typed were not captured to have the process privacy-aware.
 2018 13
  • Cognitive
  • Mobility
Logs
Tags: 
ParkinsonsParkinson's disease
Paper
Contact

Benchmarking human motion analysis using kinect one: An open source dataset

D. Leightley, M. Yap, J. Coulson, Y. Barnouin, Jamie S. McPhee

This work aims to develop automated systems to detect human motion for applications associated with healthcare through microsoft kinect one sensor Participants asked to do tasks in front of Microsoft Kinect Sensor kept at a height of .7m
 2015 54
  • Health
Image
Motion
Sensing
Text
Tags: 
Movement
Dataset
Paper
Contact

Gait in Aging and Disease Database

Jeffrey M. Hausdorff

This work creates a dataset of walking strides to understand differences in gait movements of people with Parkinson's disease and healthy adults. Young, old healthy participants and patients with Parkinson's disease walk on a level ground. Healthy participants walked on a circular path for 15 minutes, and patients with Parkinson's walked on a long hallway for 6 minutes, while they all wore a gait belt and 3D accelerometer.
 1998 10
  • Cognitive
  • Mobility
Motion
Tags: 
Parkinsons
Dataset
Paper
Contact

Input Accessibility: A Large Dataset and Summary Analysis of Age, Motor Ability and Input Performance.

L. Findlater, L. Zhang

Mouse and touchscreen input traces across groups of different ages and self-reported motor abilities are collected to understand the relationship between age and input performance for users with and without motor impairments. Each participant in the dataset completed four basic input tasks (pointing, dragging, crossing, and steering) using a mouse and/or touchscreen, either online or in a controlled lab setting.
 2020 227
  • Cognitive
  • Mobility
Motion
Tags: 
Motor impairmentAgeing
Dataset
Paper
Contact

MAMEM Phase I Dataset – A dataset for multimodal human-computer interaction using biosignals and eye tracking information

S. Nikolopoulos​, K. Georgiadis​, F. Kalaganis​

This work aims to enable people with motor disabilities to edit multimedia content using multimodal biosignals and eye tracking. A dataset of EEG, eye-tracking, and physiological (GSR and Heart rate) signals along with demographic, clinical and behavioral of people performing web browsing and movement tasks is collected.
 2017 18
  • Cognitive
  • Mobility
Logs
Sensing
Tags: 
Motor impairment
Dataset
Paper
Contact

The toronto rehab stroke pose dataset to detect compensation during stroke rehabilitation therapy

E. Dolatabadi, Y. Zhi, B. Ye, M. Coahran, G. Lupinacci, A. Mihailidisi, R. Wangi, B. Taatii

3D pose estimates of people undergoing stroke rehabilitation and healthy controls is collected to help build an automated model that can predict the effectiveness of a rehabilitation exercise. Kinect sensor data of subjects performing tasks with a robotic stroke rehabilitation device and the joint data was recorded along with the common clinical assessment scores.
 2017 10
  • Health
  • Mobility
Motion
Video
Tags: 
strokeStroke rehabilitation
Dataset
Paper
Contact

Stroke-Gesture Input for People with Motor Impairments: Empirical Results & Research Roadmap

R. Vatavu, O. Ungurean

A dataset of stroke gestures is collected to understand how people with motor impairments articulate gestures. Stroke gestures were collected on a touchscreen tablet
 2019 35
  • Mobility
Motion
Tags: 
Cerebral PalsySpinal Cord InjuryMeningitis
Dataset
Paper
Contact

Gait in Parkinson’s Disease

Jeffrey M. Hausdorff

A dataset of gait from patients with Parkinson's disease and healthy people is collected. Participants wore 16 sensors that recorded the normal reaction forces of steps and interial measurements as they walked for 2 minutes on level ground.
 2005 93
  • Cognitive
  • Mobility
Motion
Tags: 
Parkinsons
Dataset
Contact