AI IN HEALTHCARE
Leveraging our expertise in Artificial Intelligence, our advanced AI platform is designed to meet the evolving needs of professionals in the field. The product integrates sophisticated machine learning algorithms and neural networks, ensuring high precision in predictive analytics and data processing
Our AI solution is highly customizable, catering to a wide array of industry applications, from healthcare diagnostics to financial forecasting. It empowers users with actionable insights, driving innovation and enhancing decision-making across multiple domains
AI Medical Imaging
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AI Image Analysis for X-ray and CT Scan Images
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01
Model Overview
Our AI Image Analysis model leverages Convolutional Neural Networks (CNNs) for
accurate detection of Pneumonia and COVID-19 in X-ray and CT scan images
02
Model Accuracies
Model accuracies for disease detection:
ResNet: 93%
Inception: 86%
EfficientNet: 75%
VGG: 91%
These high accuracies reflect the model’s ability to differentiate between normal and pathological
cases with remarkable precision
03
Dataset Details
Our model was trained on a diverse dataset comprising approximately 10,000 X-ray and CT scan
images
The dataset encompasses a wide range of patient profiles, ensuring that the model can effectively
generalize to different population groups
AI Medical Imaging (DR App)
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Our AI model based which will detect the severity of the diabeticretinopathy in a person using RGB or C/D Ratio a retinal image.Our application will decode, the image passed and it will predictthe severity and classify as:
Healthy Retina: no_dir – No diabetic retinopathy
NPDR:
mild – mild condition or early detection
moderate – Moderate condition
sever – DR is in severe condition
PDR:
Proliferative – DR is high and it’s a critical stage
Diabetic Retinopathy
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01
Model Overview
Our AI Image Analysis model specializes in classifying different categories of
Diabetic Retinopathy (DR) using Convolutional Neural Networks (CNNs)
02
Model Accuracies
Model accuracies for DR category classification:
ResNet: 92%
VGG: 86%
These high accuracies underscore the effectiveness of different CNN architectures in
categorizing DR stages.
03
Dataset Details
Our model was trained on a substantial dataset consisting of approximately 1,600 images for
each DR category, totaling a diverse and extensive dataset of retinal images
04
Real-time Predictions
Our model is capable of delivering real-time predictions when applied to live retinal images,
enabling swift diagnosis and timely interventions
AI Medical Imaging (Cancer Detection)
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Our AI-driven solution leverages advanced algorithms for unparalleled accuracy in early cancer detection. Our system excels in analyzing medical images, identifying subtle anomalies that conventional methods might overlook
With rapid processing speeds, it delivers swift and precise diagnoses, enabling timely interventions. This not only reduces patient anxiety but also cuts medical costs by up to 50%, making it an invaluable tool in proactive healthcare management
Brain Tumor Detection
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01
Model Overview
Our AI Image Analysis model specializes in the precise detection of brain tumors
using Convolutional Neural Networks (CNNs)
02
Model Accuracies
Model accuracies for brain tumor detection:
ResNet: 92%
Inception: 82%
These high accuracies underscore the effectiveness of different CNN architectures in identifying
brain tumors
03
Dataset Details
Our model was trained on a comprehensive dataset comprising a diverse range of brain scans,
totaling a significant number of images for both tumor and non-tumor cases
04
Transfer Learning
Transfer learning strategies were employed, allowing the model to leverage pre-trained features
and expedite the training process
AI Image Enhancer
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Our AI Image Enhancer harnesses state-of-the-art algorithms to significantly improve the clarity and quality of medical images. Designed for real-time enhancement, it provides healthcare professionals with sharper visual insights, enabling faster and more accurate diagnoses
The system’s customizable parameters allow users to tailor the enhancement process to meet specific clinical needs, ensuring that critical decisions are made with the highest level of precision and efficiency
AI Image Enhancer - Model Details
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01
Application Overview
Our AI Image Enhancer is dedicated to improving the clarity and quality of
clinical images, enhancing the diagnostic process using sophisticated transformation techniques
02
Image Enhancement Techniques
Our application employs a spectrum of cutting-edge image enhancement techniques, including:
– Histogram
– Equalization
– Contrast Stretching
– Adaptive Filtering
– Denoising
– Super-Resolution
03
Clinical Image Types
Our application accommodates various clinical image types, including X-rays, MRIs, CT scans,
and more, ensuring versatile applicability in medical imaging
Patient Summary
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Patient Summary - Model Details
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01
Application Overview
Our Patient Discharge Summary Generator is a pioneering solution that
automates the creation of detailed patient discharge summaries, streamlining healthcare
documentation
02
Model at the Core
The heart of our application is a state-of-the-art Large Language Model (LLM)
that has been trained on an extensive corpus of patient data, leveraging the power of LLAMA 2
03
Model Accuracy
Our LLM exhibits remarkable accuracy, achieving a validation accuracy of 94%
during training, ensuring the generation of highly accurate patient discharge summaries
04
Summary Content
Our generated discharge summaries encompass crucial patient information,
treatment plans, follow-up recommendations, and relevant medical history, facilitating seamless
patient care transitions
03
Enhancing Healthcare Workflow
The availability of instant, high-quality discharge summaries
enhances the efficiency of healthcare teams, leading to improved patient outcomes and satisfaction
Clinical Data Analysis
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Our advanced deep learning model leverages clinical data to deliver precise disease predictions, supporting early diagnosis and timely intervention. Its multi-model compatibility allows seamless integration with various machine learning models, enabling healthcare providers to select the most suitable approach for their needs
By generating data-driven insights, our application empowers personalized treatment plans, enhancing patient outcomes and ensuring that care is both effective and targeted
Genetic Disorder Detection
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Cliff Services brings out the untapped potential of your business and automates the process of accelerating success for your digital business
Johan Dallas
Co-Founder | HCM
"Cliff Services always comes through quickly resolving our IT issues - including an ongoing problem that several other consultants had been unable to fix at our largest operating company. They're certainly our go-to IT company of choice!"
Ankit Guinn
C.E.O | Bubble Tech Solutions
"Cliff Services was right on top of our Cyber Security and contacted me immediately to let me know they were monitoring the situation and would inform me of any further details they could obtain. Thankfully, the outage was short-lived... but it's great to know Cliff Services is not only our behind-the-scenes partner, but right there with us when needed. Thank you."