Analytics for Healthcare


AI & Cloud Software Suite and SaaS enabled Platform for AI and Analytics Team to focus on Healthcare Data Management, Annotation Automation, Model Management, MLOps Automation and healthcare security


Solutions / glosys Analytics / Healthcare




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