AI in Healthcare
The rise of artificial intelligence (AI), especially Generative AI, is transforming the global technology landscape. As organizations become increasingly aware of the new capabilities unlocked this transformation, healthcare providers worldwide are accelerating their AI adoption journeys to explore and capitalize on new avenues of growth.
Join L&T Technology Services (LTTS) as we help you leverage the next frontiers of AI in driving efficiency,effectiveness, and innovation across the healthcare landscape. Our comprehensive, in-house frameworks help guide your organization in harnessing the full potential of AI – fostering trust, redefining wellbeing, and revitalizing outcomes.
The Way We Do Things
Differently
AI in Healthcare
1
Data quality and standardization
2
Interoperability
3
Human Intervention
4
Algorithmic Fairness and Biases
5
Regulations
AI in Healthcare
Benefits
1
Enhanced Diagnostics & Decision-Making
2
Predictive Analytics and Preventive Care
3
Efficient Workflow and Automation
4
Ethical AI
5
Safety and Assurance
APPLICATIONS OF GENERATIVE AI IN THE HEALTHCARE INDUSTRY
AI, including Gen AI, today has a wide range of applications in the healthcare industry
- AI in Imaging
- AI for Regulatory Compliance
- AI in Radiography
AI in Imaging
Benefits
Automated image segmentation
Radiomics and quantitative imaging
Early disease detection
Services
Secure Solutions
Tailored to meet the specific needs of the healthcare industry, providing robust data protection, scalability, and seamless interoperability.
AI-enhanced Imaging Pipelines
Advanced tools to expedite the transformation of medical images and annotations, thereby accelerating the training of AI models.
Advanced Analytics Dashboards
Customized solutions offering real-time insights and analytics to facilitate informed decision-making in healthcare management.
Cutting-Edge AI Modeling
Development of sophisticated AI models that accurately interpret medical images and data annotations, leading to improved clinical outcomes.
Flexible Deployment Options
Efficient deployment of healthcare applications, available in both cloud environments and for in-house setups.
AI for Regulatory Compliance
Benefits
Informed decision making
Task automation
Enhanced compliance monitoring
Accelerated drug discovery and development
Services
Regulatory Strategy and Decision-Making
Formulate effective strategies and make well-informed decisions in regulatory affairs.
Regulatory Affairs Market Authorization Applications/ Post Approval Dossiers
Navigate the intricate process of market authorization and post-approval submissions.
Medical Writing and Scientific Literature Monitoring
Ensure precise accurate monitoring of scientific literature.
Regulatory Labeling
Ensure adherence to regulatory labeling requirements.
AI in Radiography
Benefits
Enhanced diagnostic accuracy
Assistive decision-making for radiologists
Detection of complex patterns
Services
Data Engineering
Enhance image quality for AI/ML model training through image cleaning, annotation, and pre-processing.
Model Training And Selection
Develop AI models for machine learning, computer vision, and signal processing and customize algorithms to increase specificity and sensitivity.
Model Evaluation and Deployment
Collaborate with ecosystem partners, radiologists, and clinicians to define evaluation strategies, helping perform clinical and performance evaluations. AI also helps optimize algorithms for production readiness and deployment.
System Integration And Reporting
Seamlessly integrate AI solutions with hospital healthcare IT systems to enable a smoother workflow experience for radiologists and clinicians.
RESOURCES
BLOGS
In the medical imaging domain, AI is enabling radiologists to make more accurate and faster diagnosis by contributing towards smart image segmentation
While remote patient monitoring solutions promise to reduce hospital visits and healthcare costs, concerns over the efficiency and clinical evidence
Even for a futurist like Kaku, it must be startling how rapidly such technology has developed, with the wearable medical and healthcare technology market expected to expand at a CAGR of 41% between 2012 and 2018