Work Force

Face and content validity of Xperience Team Trainer: bed-side assistant training simulator for robotic surgery.

Motor and psychosocial impact of robot-assisted gait training in a real-world rehabilitation setting: A pilot study.

In the last decade robotic devices have been applied in rehabilitation to overcome walking disabilit...

Effective neural network training with adaptive learning rate based on training loss.

A method that uses an adaptive learning rate is presented for training neural networks. Unlike most ...

Deep learning for segmentation of brain tumors: Impact of cross-institutional training and testing.

BACKGROUND AND PURPOSE: Convolutional neural networks (CNNs) are commonly used for segmentation of b...

full-FORCE: A target-based method for training recurrent networks.

Trained recurrent networks are powerful tools for modeling dynamic neural computations. We present a...

Generalized backpropagation algorithm for training second-order neural networks.

The artificial neural network is a popular framework in machine learning. To empower individual neur...

The effects of robot assisted gait training on temporal-spatial characteristics of people with spinal cord injuries: A systematic review.

CONTEXT: Robotic assisted gait training (RAGT) technology can be used as a rehabilitation tool or as...

GXNOR-Net: Training deep neural networks with ternary weights and activations without full-precision memory under a unified discretization framework.

Although deep neural networks (DNNs) are being a revolutionary power to open up the AI era, the noto...

Development of a System Architecture for Evaluation and Training of Proprioceptive Deficits of the Upper Limb.

Proprioception plays a fundamental role in maintaining posture and executing movement, and the quant...

Annotation of phenotypes using ontologies: a gold standard for the training and evaluation of natural language processing systems.

Natural language descriptions of organismal phenotypes, a principal object of study in biology, are ...

Abundance and Species Diversity of Fungi in Rivers with Various Contaminations.

The main objective of this work was to determine the abundance and species diversity of fungi in the...

Combining robotic training and inactivation of the healthy hemisphere restores pre-stroke motor patterns in mice.

Focal cortical stroke often leads to persistent motor deficits, prompting the need for more effectiv...

Microbial diversity of saline environments: searching for cytotoxic activities.

In order to select halophilic microorganisms as a source of compounds with cytotoxic activities, a t...

Virtual reality to augment robot-assisted gait training in non-ambulatory patients with a subacute stroke: a pilot randomized controlled trial.

BACKGROUND: Active performance is crucial for motor learning, and, together with motivation, is beli...

Supervised learning in spiking neural networks with FORCE training.

Populations of neurons display an extraordinary diversity in the behaviors they affect and display. ...

The Metabolic Response of Skeletal Muscle to Endurance Exercise Is Modified by the ACE-I/D Gene Polymorphism and Training State.

The insertion/deletion polymorphism in the gene for the regulator of vascular tone, angiotensin-conv...

Beamforming for hyperthermia treatment by training a weighted network of an ultrasonic array.

We propose a beamforming algorithm based on waveform diversity for hyperthermia treatment of breast ...

Behind the scenes: A medical natural language processing project.

Advancement of Artificial Intelligence (AI) capabilities in medicine can help address many pressing ...

The Effects of Tai Chi Training in Patients with Heart Failure: A Systematic Review and Meta-Analysis.

Heart Failure (HF) is associated with significantly high morbidity and mortality. We performed a met...

In silico toxicity profiling of natural product compound libraries from African flora with anti-malarial and anti-HIV properties.

This paper describes an analysis of the diversity and chemical toxicity assessment of three chemical...

Effectiveness of robot-assisted training added to conventional rehabilitation in patients with humeral fracture early after surgical treatment: protocol of a randomised, controlled, multicentre trial.

BACKGROUND: The incidence of proximal humeral fractures increases with age. The functional recovery ...