glosys Healthcare AI Overview
glosys Healthcare AI, One of the components of glosys AI Platform, provides AI & Cloud Software Suite and SaaS Applications and Services for AI and Analytics Team to focus on Healthcare Data Management, Annotation Automation, Model Management for healthcare, MLOps Automation and healthcare security in the digital world
Features We offer
Healthcare Data Management
glosys Healthcare AI manages healthcare data sets in terms of data extraction, transformation, loading and processing effectively
Annotation Automation for Healthcare
glosys Healthcare AI focuses on auto-annotating, health image and video annotations, interpolate and fine tune the performance of the annotator for health data
Healthcare Models Management
glosys Healthcare AI leverages construction of ML Pipelines for healthcare, Auto-ML to develop production-ready health AI, Model Workflows, Models Hub and Model Metrics for health data
MLOps Automation for Healthcare
glosys Healthcare AI harnesses the power of construction of CI/CD AI Pipelines for healthcare using built-in neural networks, python SDK, webhooks and advanced orchestration
Healthcare Security
glosys Healthcare AI protects and secures image and video data using security features such as roles management, profiles and permissions management, access control and field level security
Model Types glosys Healthcare AI leverages
Object Detection & Localization
Detect and locate the presence of multiple objects within an image, drawing bounding boxes around them to indicate their position and size
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Object Classification
Identify and assign a label or multiple labels to images based on the presence or absence of specific features or patterns within the image
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Captioning & Action Recognition
Automated process of generating textual description of an image, identify and classify human actions or movements within a video using action recognition
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Semantic Segmentation
Divide an image into distinct regions or segments, and assign labels representing the category of objects or features they belong to, to each individual pixel
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Instance Segmentation
Detect and delineate individual object instances within an image, and assign a unique label to each pixel that belongs to that instance
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Object Tracking
Follow or track the movement of one or more objects within a video sequence by detecting and matching features across frames.
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Usecases for Healthcare
X-Ray, CT & MRI Scan Analysis
Analyze X-ray images for automated fracture or issue detection and even treatment projection
Train machines to analyze CT & MRI Scan images for automated detection and diagnosis of brain disorder diseases
Ophthalmic and Dental Image Analysis
Analyze scanned retinal images for symptoms of ocular diseases such as cataract, age-related macular degeneration, glaucoma, retinopathy of prematurity and diabetic retinopathy and label them accurately with bounding boxes.
AI-assisted automated screening and diagnosis of Dental decay and periodontal diseases, Oral cancer, dental caries, Endodontics, orthodontic and prosthodontics
Pulmonary Image Analysis
AI-assisted automated screening and diagnosis of lung nodules, emphysema and interstitial lung disease, COVID-19 infection damage and coronary artery inflammation, pulmonary diseases such as Asthma, pneumothorax, atelectasis, swelling and inflammation in bronchial tubes that carry air to bronchitis, COPD, Lung cancer, pneumonia and pulmonary edema
Cardiac and Neurology Image Analysis
AI-assisted automated screening and diagnosis of MRI Images, delineation of congenital cardiac abnormalities, anatomical structures of ventricles, atria, vessels and assessment of valvular heart diseases
AI-assisted automated screening and diagnosis of Neuro-oncology, neuro-vascular diseases, traumatic brain injuries, neurosurgery and neurological disorders
Nephrology and Dermatology Image Analysis
AI-assisted automated screening and diagnosis of chronic kidney diseases, acute kidney injury, Autosomal Dominant Polycystic Kidney Disease and Congenital abnormalities of the kidney and urinary tract
An automated screening and diagnosis of skin lesions, Psoriasis and other inflammatory skin diseases, Atopic dermatitis and Onychomycosis
Meet Your AI for Healthcare Objectives & Needs