ABCD (Accentedge Digital Biomarker Cancer Detection), is a complete solution for cancer tumor classification using pathological images that continuously learns and improves.
A cancer tumor is a mass or growth of abnormal cells.
Target Patient
People of all ages, ethnicities and social class can develop a tumor that is cancerous.
Benign or Malignant
Finding if the tumor is Benign or Malignant is important as it impacts further diagnosis and treatment.
Tumor Type Classification
Malignant tumors have different shapes, sizes and impacts. Classifying the tumor correctly is important to plan treatment.
Timely Diagnosis
Malignant tumors are dangerous and can spread quickly. Timely classification and treatment can save lives.
Solution
Intelligent system to aid medical professionals in accurate and timely detection, classification and labeling of cancer images.
Model
A model is
developed using
state-of-the-art
machine learning
algrithms
Train
Model is trained on
large amounts of
tumor data with
multiple labels
exploiting deep
learning capability
Deploy
Model is deployed in
the cloud for
universal
accessibility and is
continuously
improved
Product
ABCD (Accentedge Digital Biomarker Cancer Detection), is a complete solution for cancer tumor classification using pathological images that continuously learns and improves.
Digital Image
Simply requires a pathological image as an input
AI Examination
Cloud AI-based software processes the image and extracts tumor features
Automated Classification
AI software classifies the tumor using state-of-the-art deep learning algorithms
Universal Access
AI software classifies the tumor using state-of-the-art deep learning algorithms
Results
We have achieved testing accuracy of up to 93% on datasets containing thousands of different tumor type images.