Jane E. Alty

According to our database, Jane E. Alty authored at least 34 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Parallel scale de-blur net for sharpening video images for remote clinical assessment of hand movements.

Renjie Li, Guan Huang, Xinyi Wang, Yanyu Chen, Son N. Tran, Saurabh Kumar Garg, Rebecca J. St George, Katherine Lawler, Jane E. Alty, Quan Bai

Expert Syst. Appl., January, 2024

Validation and application of computer vision algorithms for video-based tremor analysis.

Maximilian U. Friedrich, Anna-Julia Roenn, Chiara Palmisano, Jane E. Alty, Steffen Paschen, Günther Deuschl, Chi Wang Ip, Jens Volkmann, Muthuraman Muthuraman, Robert L. Peach, Martin M. Reich

npj Digit. Medicine, 2024

2023

Multimodal learning of clinically accessible tests to aid diagnosis of neurodegenerative disorders: a scoping review.

Guan Huang, Renjie Li, Quan Bai, Jane E. Alty

Health Inf. Sci. Syst., December, 2023

Real-time automated detection of older adults' hand gestures in home and clinical settings.

Guan Huang, Son N. Tran, Quan Bai, Jane E. Alty

Neural Comput. Appl., April, 2023

Rapid-Motion-Track: Markerless Tracking of Fast Human Motion with Deeper Learning.

Renjie Li, Chun Yu Lao, Rebecca J. St. George, Katherine Lawler, Saurabh Garg, Son N. Tran, Quan Bai, Jane E. Alty

CoRR, 2023

Of Mice and Pose: 2D Mouse Pose Estimation from Unlabelled Data and Synthetic Prior.

Jose Sosa, Sharn Perry, Jane E. Alty, David C. Hogg

Proceedings of the Computer Vision Systems: 14th International Conference, 2023

Contactless hand tremor amplitude measurement using smartphones: development and pilot evaluation.

James Bungay, Osasenaga Emokpae, Samuel D. Relton, Jane E. Alty, Stefan Williams, Hui Fang, David C. Wong

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022

Parkinson's disease diagnosis using convolutional neural networks and figure-copying tasks.

Mohamad Alissa, Michael A. Lones, Jeremy Cosgrove, Jane E. Alty, Stuart Jamieson, Stephen L. Smith, Marta Vallejo

Neural Comput. Appl., 2022

Applications of artificial intelligence to aid early detection of dementia: A scoping review on current capabilities and future directions.

Renjie Li, Xinyi Wang, Katherine Lawler, Saurabh Garg, Quan Bai, Jane E. Alty

J. Biomed. Informatics, 2022

A Comprehensive Review on Deep Supervision: Theories and Applications.

Renjie Li, Xinyi Wang, Guan Huang, Wenli Yang, Kaining Zhang, Xiaotong Gu, Son N. Tran, Saurabh Garg, Jane E. Alty, Quan Bai

CoRR, 2022

Moving towards intelligent telemedicine: Computer vision measurement of human movement.

Renjie Li, Rebecca J. St George, Xinyi Wang, Katherine Lawler, Edward Hill, Saurabh Garg, Stefan Williams, Samuel D. Relton, David Hogg, Quan Bai, Jane E. Alty

Comput. Biol. Medicine, 2022

Evolutionary Design of Reduced Precision Levodopa-Induced Dyskinesia Classifiers.

Martin Hurta, Michaela Drahosova, Lukás Sekanina, Stephen L. Smith, Jane E. Alty

Proceedings of the Genetic Programming - 25th European Conference, 2022

2021

Hand tremor detection in videos with cluttered background using neural network based approaches.

Xinyi Wang, Saurabh Garg, Son N. Tran, Quan Bai, Jane E. Alty

Health Inf. Sci. Syst., 2021

Parallel Multi-Scale Networks with Deep Supervision for Hand Keypoint Detection.

Renjie Li, Son N. Tran, Saurabh Garg, Katherine Lawler, Jane E. Alty, Quan Bai

CoRR, 2021

Hand gesture detection in tests performed by older adults.

Guan Huang, Son N. Tran, Quan Bai, Jane E. Alty

CoRR, 2021

Applications of Artificial Intelligence to aid detection of dementia: a narrative review on current capabilities and future directions.

Renjie Li, Xinyi Wang, Katherine Lawler, Saurabh Garg, Quan Bai, Jane E. Alty

CoRR, 2021

2020

Supervised classification of bradykinesia in Parkinson's disease from smartphone videos.

Stefan Williams, Samuel D. Relton, Hui Fang, Jane E. Alty, Rami Qahwaji, Christopher D. Graham, David C. Wong

Artif. Intell. Medicine, 2020

Time series clustering to examine presence of decrement in Parkinson's finger-tapping bradykinesia.

Zhibin Zhao, Hui Fang, Stefan Williams, Samuel D. Relton, Jane E. Alty, Alexander J. Casson, David C. Wong

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019

Application of classification for figure copying test in Parkinson's disease diagnosis by using cartesian genetic programming.

Tian Xia, Jeremy Cosgrove, Jane E. Alty, Stuart Jamieson, Stephen L. Smith

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

Supervised Classification of Bradykinesia for Parkinson's Disease Diagnosis from Smartphone Videos.

David C. Wong, Samuel D. Relton, Hui Fang, Rami Qhawaji, Christopher D. Graham, Jane E. Alty, Stefan Williams

Proceedings of the 32nd IEEE International Symposium on Computer-Based Medical Systems, 2019

2018

Objective Evaluation of Bradykinesia in Parkinson's Disease using Evolutionary Algorithms.

Siti Anizah Muhamed, Rachel Newby, Stephen L. Smith, Jane E. Alty, Stuart Jamieson, Peter Kempster

Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2018), 2018

2017

A New Evolutionary Algorithm-Based Home Monitoring Device for Parkinson's Dyskinesia.

Michael A. Lones, Jane E. Alty, Jeremy Cosgrove, Philippa Duggan-Carter, Stuart Jamieson, Rebecca F. Naylor, Andrew James Turner, Stephen L. Smith

J. Medical Syst., 2017

Going through directional changes: evolving human movement classifiers using an event based encoding.

Michael A. Lones, Jane E. Alty, Jeremy Cosgrove, Stuart Jamieson, Stephen L. Smith

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Objective Assessment of Cognitive Impairment in Parkinson's Disease Using Evolutionary Algorithm.

Chiara Picardi, Jeremy Cosgrove, Stephen L. Smith, Stuart Jamieson, Jane E. Alty

Proceedings of the Applications of Evolutionary Computation - 20th European Conference, 2017

2016

Using epigenetic networks for the analysis of movement associated with levodopa therapy for Parkinson's disease.

Alexander P. Turner, Michael A. Lones, Martin A. Trefzer, Stephen L. Smith, Stuart Jamieson, Jane E. Alty, Jeremy Cosgrove, Andy M. Tyrrell

Biosyst., 2016

Exploring diagnostic models of Parkinson's disease with multi-objective regression.

Marta Vallejo, Stuart Jamieson, Jeremy Cosgrove, Stephen L. Smith, Michael A. Lones, Jane E. Alty, David W. Corne

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Using Multiobjective Evolutionary Algorithms to Understand Parkinson's Disease.

Marta Vallejo, Jeremy Cosgrove, Jane E. Alty, Stephen L. Smith, David W. Corne, Michael A. Lones

Proceedings of the Genetic and Evolutionary Computation Conference, 2016

A Multi-Objective Approach to Predicting Motor and Cognitive Deficit in Parkinson's Disease Patients.

Marta Vallejo, Jeremy Cosgrove, Jane E. Alty, Stuart Jamieson, Stephen L. Smith, David W. Corne, Michael A. Lones

Proceedings of the Genetic and Evolutionary Computation Conference, 2016

2014

Evolving Classifiers to Recognize the Movement Characteristics of Parkinson's Disease Patients.

Michael A. Lones, Stephen L. Smith, Jane E. Alty, Stuart E. Lacy, Katherine L. Possin, D. R. Stuart Jamieson, Andy M. Tyrrell

IEEE Trans. Evol. Comput., 2014

Classification and characterisation of movement patterns during levodopa therapy for parkinson's disease.

Michael A. Lones, Jane E. Alty, Philippa Duggan-Carter, Andrew James Turner, D. R. Stuart Jamieson, Stephen L. Smith

Proceedings of the Genetic and Evolutionary Computation Conference, 2014

2013

Characterising neurological time series data using biologically motivated networks of coupled discrete maps.

Michael A. Lones, Stephen L. Smith, Andy M. Tyrrell, Jane E. Alty, D. R. Stuart Jamieson

Biosyst., 2013

Characterisation of movement disorder in parkinson's disease using evolutionary algorithms.

Stuart E. Lacy, Michael A. Lones, Stephen L. Smith, Jane E. Alty, D. R. Stuart Jamieson, Katherine L. Possin, Norbert Schuff

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Evolving classifiers to inform clinical assessment of Parkinson's disease.

Michael A. Lones, Jane E. Alty, Stuart E. Lacy, D. R. Stuart Jamieson, Katherine L. Possin, Norbert Schuff, Stephen L. Smith

Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Healthcare and e-health, 2013

2012

Evolving Computational Dynamical Systems to Recognise Abnormal Human Motor Function.

Michael A. Lones, Stephen L. Smith, Andy M. Tyrrell, Jane E. Alty, D. R. Stuart Jamieson

Proceedings of the Information Processign in Cells and Tissues, 2012