New era of artificial intelligence and machine learning-based detection, diagnosis, and therapeutics in Parkinson's disease
Parkinson's disease (PD) is characterized by the loss of neuronal cells, which leads to
synaptic dysfunction and cognitive defects. Despite the advancements in treatment …
synaptic dysfunction and cognitive defects. Despite the advancements in treatment …
Gait analysis in neurorehabilitation: from research to clinical practice
M Bonanno, AM De Nunzio, A Quartarone, A Militi… - Bioengineering, 2023 - mdpi.com
When brain damage occurs, gait and balance are often impaired. Evaluation of the gait
cycle, therefore, has a pivotal role during the rehabilitation path of subjects who suffer from …
cycle, therefore, has a pivotal role during the rehabilitation path of subjects who suffer from …
Deep residual network for smartwatch-based user identification through complex hand movements
S Mekruksavanich, A Jitpattanakul - Sensors, 2022 - mdpi.com
Wearable technology has advanced significantly and is now used in various entertainment
and business contexts. Authentication methods could be trustworthy, transparent, and non …
and business contexts. Authentication methods could be trustworthy, transparent, and non …
Computer vision and machine learning-based gait pattern recognition for flat fall prediction
Background: Gait recognition has been applied in the prediction of the probability of elderly
flat ground fall, functional evaluation during rehabilitation, and the training of patients with …
flat ground fall, functional evaluation during rehabilitation, and the training of patients with …
Psymo: A dataset for estimating self-reported psychological traits from gait
Psychological trait estimation from external factors such as movement and appearance is a
challenging and long-standing problem in psychology, and is principally based on the …
challenging and long-standing problem in psychology, and is principally based on the …
Effects of age, body height, body weight, body mass index and handgrip strength on the trajectory of the plantar pressure stance-phase curve of the gait cycle
C Wolff, P Steinheimer, E Warmerdam… - … in Bioengineering and …, 2023 - frontiersin.org
The analysis of gait patterns and plantar pressure distributions via insoles is increasingly
used to monitor patients and treatment progress, such as recovery after surgeries. Despite …
used to monitor patients and treatment progress, such as recovery after surgeries. Despite …
TS2HGRNet: a paradigm of two stream best deep learning feature fusion assisted framework for human gait analysis using controlled environment in smart cities
Industrial advancements and large financial stakes are rousing to grasp the aims of smart
cities. Their key aim is to increase efficiency and citizens' quality of life. Human Gait …
cities. Their key aim is to increase efficiency and citizens' quality of life. Human Gait …
A virtual, 3D multimodal approach to victim and crime scene reconstruction
C Villa, N Lynnerup, C Jacobsen - Diagnostics, 2023 - mdpi.com
In the last two decades, forensic pathology and crime scene investigations have seen a
rapid increase in examination tools due to the implementation of several imaging …
rapid increase in examination tools due to the implementation of several imaging …
Machine learning and explainable artificial intelligence using counterfactual explanations for evaluating posture parameters
Postural deficits such as hyperlordosis (hollow back) or hyperkyphosis (hunchback) are
relevant health issues. Diagnoses depend on the experience of the examiner and are …
relevant health issues. Diagnoses depend on the experience of the examiner and are …
Gaitpt: Skeletons are all you need for gait recognition
The analysis of patterns of walking is an important area of research that has numerous
applications in security, healthcare, sports and human-computer interaction. Lately, walking …
applications in security, healthcare, sports and human-computer interaction. Lately, walking …