Public Health & Policy

Work Force

Latest AI and machine learning research in work force for healthcare professionals.

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Design of a novel telerehabilitation system with a force-sensing mechanism.

Many stroke patients are expected to rehabilitate at home, which limits their access to proper rehabilitation equipment, treatment, or assessment by therapists. We have developed a novel telerehabilitation system that incorporates a human-upper-limb-like device and an exoskeleton device. The system is designed to provide the feeling of real therapist-patient contact via telerehabilitation. We appl...

May 19 2015 25996511

Experimental design strategy: weak reinforcement leads to increased hit rates and enhanced chemical diversity.

High Throughput Screening (HTS) is a common approach in life sciences to discover chemical matter that modulates a biological target or phenotype. However, low assay throughput, reagents cost, or a flowchart that can deal with only a limited number of hits may impair screening large numbers of compounds. In this case, a subset of compounds is assayed, and in silico models are utilized to aid in it...

May 14 2015 25915687
Acceptability and usability of a telepresence robot for geriatric primary care: A pilot.

The dual challenge of increasing numbers of older adults and overall increases in those with some form of insurance is driving the need to develop and...

May 7 2015 25959035
High-Dimensional Neural Network Potentials for Organic Reactions and an Improved Training Algorithm.

Artificial neural networks (NNs) represent a relatively recent approach for the prediction of molecular potential energies, suitable for simulations o...

Apr 28 2015 26574419
Using support vector machine ensembles for target audience classification on Twitter.

The vast amount and diversity of the content shared on social media can pose a challenge for any business wanting to use it to identify potential cust...

Apr 13 2015 25874768
An EMG-Controlled Robotic Hand Exoskeleton for Bilateral Rehabilitation.

This paper presents a novel electromyography (EMG)-driven hand exoskeleton for bilateral rehabilitation of grasping in stroke. The developed hand exos...

Mar 30 2015 25838528
Effects of robotically modulating kinematic variability on motor skill learning and motivation.

It is unclear how the variability of kinematic errors experienced during motor training affects skill retention and motivation. We used force fields p...

Feb 11 2015 25673732
Evaluation of HEXORR Tone Assistance Mode Against Spring Assistance.

Robots are a promising tool for rehabilitation, and research suggests combining assistance with subject participation to maintain motivation and engag...

Feb 4 2015 25667355
A low cost real-time motion tracking approach using webcam technology.

Physical therapy is an important component of gait recovery for individuals with locomotor dysfunction. There is a growing body of evidence that sugge...

Dec 10 2014 25555306
A new training algorithm using artificial neural networks to classify gender-specific dynamic gait patterns.

The aim of this study was to present a new training algorithm using artificial neural networks called multi-objective least absolute shrinkage and sel...

Jun 14 2013 23768190
Evaluating performance bias in face-to-BMI vision transformer models across diverse human populations

Computer vision models that estimate body mass index (BMI) from facial features offer a non-invasive, low-cost alternative to physical measurement, wi...

Default-filled outcome labels in a deployed cognitive-screening programme: an operator-level audit and the construction of twenty-four language-model arms

Background. Routine service databases are attractive sources of training labels for clinical prediction models, but the processes that write those lab...

GNMCADS: Sampling For Protein Conformation Diversity With Gaussian Network Model Guided Condition Annealed Diffusion Sampler

Proteins are dynamic molecules existing in diverse conformational states underlying their biological functions. Although recent approaches have enable...

Beneath the Diff: Diagnosing and Mitigating Algorithmic Mode Collapse in Code-Level Autonomous Research Loops

Code-level autonomous research loops (ARLs) have recently emerged as a concrete object of study in automated machine learning research. In such loops,...

Aug 31 2026 2609.00077v1
Clinically Generalisable End-to-End Graph Learning for CT Image-Based Multitask Stroke Diagnosis

Stroke remains a leading cause of mortality and long-term disability worldwide, yet rapid diagnosis is often limited by the shortage of trained radiol...

A Pragmatic Randomized Trial of an EHR-Integrated Generative AI Chart Summarization Tool for Ambulatory Clinicians

BACKGROUND Generative AI (genAI) chart summarization tools embedded in electronic health records (EHRs) are being rapidly deployed across U.S. health ...

Centering before Pruning: Lightweight Geometry Correction for Diversity-Based Visual Token Pruning in LVLMs

Large vision-language models (LVLMs) incur substantial inference costs due to their long and highly redundant visual-token sequences. Diversity-based ...

Aug 31 2026 2608.30263v1
Real-Time Musculoskeletal Surrogates for Pediatric Cerebral Palsy: a Credibility Pilot

Real-time musculoskeletal (MSK) surrogates could support personalized rehabilitation for children with cerebral palsy (CP), but their credibility depe...

Aug 28 2026 2608.28371v1
Volatile profiling and estimated odor-activity analysis of commercial drug-type cannabis accessions

Volatile organic compounds (VOCs) define the distinctive aroma of cannabis and critically influence consumer preference, cultivar authentication, and ...

Cross cohort oral microbiome meta-analysis identifies shared OPMD OSCC dysbiosis while machine learning exposes limits of OSCC classifier transportability

Oral potentially malignant disorders (OPMDs) precede a subset of oral squamous cell carcinomas (OSCCs), but microbiome studies are difficult to compar...

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