AIMC Topic: Pilot Projects

Clear Filters Showing 491 to 500 of 847 articles

Injecting and removing suspicious features in breast imaging with CycleGAN: A pilot study of automated adversarial attacks using neural networks on small images.

European journal of radiology Sep 10, 2019
PURPOSE: To train a CycleGAN on downscaled versions of mammographic data to artificially inject or remove suspicious features, and to determine whether these AI-mediated attacks can be detected by radiologists.
Breast Neoplasms Case-Control Studies Pilot Projects ROC Curve Mammography Humans Neural Networks, Computer Female Area Under Curve Radiologists Breast Image Interpretation, Computer-Assisted
View on PubMed DOI

CT Texture Analysis and Machine Learning Improve Post-ablation Prognostication in Patients with Adrenal Metastases: A Proof of Concept.

Cardiovascular and interventional radiology Sep 5, 2019
INTRODUCTION: To assess the performance of pre-ablation computed tomography texture features of adrenal metastases to predict post-treatment local progression and survival in patients who underwent ablation using machine learning as a prediction tool...
Proportional Hazards Models Ablation Techniques Female Male Middle Aged Disease Progression Pilot Projects Humans ROC Curve Machine Learning Treatment Outcome Prognosis Support Vector Machine Retrospective Studies Adrenal Gland Neoplasms Tomography, X-Ray Computed Survival Analysis
View on PubMed DOI

The effect of using Gait Exercise Assist Robot (GEAR) on gait pattern in stroke patients: a cross-sectional pilot study.

Topics in stroke rehabilitation Sep 4, 2019
: The Gait Exercise Assist Robot (GEAR) has been developed to support gait training for stroke patients. The GEAR can assist paretic lower limb swing and stance stability, which make it possible to practice walking without excessive compensation move...
Aged Young Adult Adult Cross-Sectional Studies Biomechanical Phenomena Humans Female Walking Exercise Therapy Hemiplegia Stroke Rehabilitation Gait Disorders, Neurologic Male Middle Aged Pilot Projects Robotics Stroke
View on PubMed DOI

Home rehabilitation supported by a wearable soft-robotic device for improving hand function in older adults: A pilot randomized controlled trial.

PloS one Aug 6, 2019
BACKGROUND: New developments, based on the concept of wearable soft-robotic devices, make it possible to support impaired hand function during the performance of daily activities and intensive task-specific training. The wearable soft-robotic ironHan...
Hand Strength Male Humans Rehabilitation Aging Female Robotics Middle Aged Aged Activities of Daily Living Pilot Projects Aged, 80 and over Self-Help Devices Wearable Electronic Devices
View on PubMed DOI

Ankle torque steadiness and gait speed after a single session of robot therapy in individuals with chronic hemiparesis: a pilot study.

Topics in stroke rehabilitation Aug 1, 2019
Anklebot therapy has proven to be effective in improving hemiparetic gait. However, neither ankle torque steadiness nor the relationship between changes in force control and functional tasks after therapy with Anklebot were described. To assess whet...
Torque Activities of Daily Living Walking Speed Ankle Paresis Pilot Projects Treatment Outcome Robotics Postural Balance Stroke Rehabilitation Gait Disorders, Neurologic Humans Female Aged Male Middle Aged Case-Control Studies
View on PubMed DOI

Development of a biological signal-based evaluator for robot-assisted upper-limb rehabilitation: a pilot study.

Australasian physical & engineering sciences in medicine Aug 1, 2019
Bio-signal based assessment for upper-limb functions is an attractive technology for rehabilitation. In this work, an upper-limb function evaluator is developed based on biological signals, which could be used for selecting different robotic training...
Stroke Task Performance and Analysis Upper Extremity Stroke Rehabilitation Male Pilot Projects Fuzzy Logic Robotics Signal Processing, Computer-Assisted Humans Adult
View on PubMed DOI

Machine Learning Algorithms Can Use Wearable Sensor Data to Accurately Predict Six-Week Patient-Reported Outcome Scores Following Joint Replacement in a Prospective Trial.

The Journal of arthroplasty Jul 24, 2019
BACKGROUND: Tracking patient-generated health data (PGHD) following total joint arthroplasty (TJA) may enable data-driven early intervention to improve clinical results. We aim to demonstrate the feasibility of combining machine learning (ML) with PG...
Patient Reported Outcome Measures Monitoring, Ambulatory Postoperative Period Arthroplasty, Replacement, Hip Osteoarthritis, Knee Machine Learning Osteoarthritis, Hip Humans Algorithms Signal Processing, Computer-Assisted Prospective Studies Male Knee Joint Female Middle Aged Outcome Assessment, Health Care Aged Pilot Projects Range of Motion, Articular Wearable Electronic Devices Arthroplasty, Replacement, Knee
View on PubMed DOI

Acute stroke rehabilitation for gait training with cyborg type robot Hybrid Assistive Limb: A pilot study.

Journal of the neurological sciences Jul 10, 2019
Robot-assisted gait training following acute stroke could allow patients with severe disability to receive a high dosage and intensity of gait training compared with conventional physical therapy (CP). However, given the limited data on gauging the e...
Humans Female Aged Male Exercise Therapy Stroke Rehabilitation Middle Aged Gait Disorders, Neurologic Pilot Projects Robotics Stroke
View on PubMed DOI

Cancer classification and pathway discovery using non-negative matrix factorization.

Journal of biomedical informatics Jul 2, 2019
OBJECTIVES: Extracting genetic information from a full range of sequencing data is important for understanding disease. We propose a novel method to effectively explore the landscape of genetic mutations and aggregate them to predict cancer type.
Reproducibility of Results Mutation Neoplasms Exome Diagnosis, Computer-Assisted Gene Expression Regulation, Neoplastic Humans Pilot Projects Support Vector Machine Algorithms Cell Line, Tumor Databases, Genetic Sequence Analysis, DNA Regression Analysis
View on PubMed DOI

Feasibility of Natural Language Processing-Assisted Auditing of Critical Findings in Chest Radiology.

Journal of the American College of Radiology : JACR Jun 21, 2019
OBJECTIVE: Time-sensitive communication of critical imaging findings like pneumothorax or pulmonary embolism to referring physicians is essential for patient safety. The definitive communication is the radiology free-text report. Quality assurance in...
Pilot Projects United States Natural Language Processing Tomography, X-Ray Computed Humans Feasibility Studies Academic Medical Centers Female Machine Learning Automation Quality Improvement Sensitivity and Specificity Radiology Information Systems Research Design Male Radiography, Thoracic Retrospective Studies
View on PubMed DOI
Popular Topics
Recent Journals