MdLens
Innovative AI solution for anomalies detection in X-ray imaging
Lung Anomaly detection
MdLens initial product is an innovative AI solution to identify the condition of human lung via X-ray image in a timely and less costly matter.
It utilizes deep neural network in traditional AI and Generative AI to revolutionize the detection and classification of lung condition in urgent and time constraint situations.
MdLens enables the AI diagnostic tool to be available to anyone who has concern of their lung condition and wants a quick and highly accurate diagnosis in a home setting at a fraction of the costs.
Challenges
The complexity in detecting anomalies in lung X-rays has posed a major challenge in medical diagnosis.
Discovery of the lung health condition historically occurs only when it is too late for timely and proper medical treatment.
Traditional methods have not delivered a high-level of accuracy within the time constraint and emergency situations.
Quick, inexpensive, and highly accurate diagnosis of lung health has not been readily available to the general population where medical professionals are not immediately accessible.
Solutions
MdLens AI model utilizes a state-of-the-art deep neural network namely Convolutional Neural Network (CNN) to advance medical imaging diagnostics. The solution has eliminated the complexity in identifying anomalies of lungs or any other body organs via X-ray images with high accuracy, timely, and cost effective.
By leveraging both public and private datasets, the model has improved the accuracy significantly and accelerated the diagnostics of anomalies in lung imaging, particularly in urgent and time constraint conditions.
The model is being expanded to include diagnostics for other types of imaging, including CT scans and MRI for breast, brain, liver, and kidney.
outcomes
MdLens AI model results in a high-level of accuracy in detecting lung anomalies.
The product accelerates the lung X-ray diagnosis process, particularly when medical specialists are not readily available in an emergency setting.
MdLens innovative solution leads to immediate patient outcomes, timely treatments, and better patient cares.
MdLens places the AI-powered diagnostic tool in the hands of anyone who needs an immediate diagnosis of their lung X-ray where medical professionals are not available at a fraction of the costs.
AI model operations
MdLens deep neural network model continuously evolves with state-of-the-art AI technology and architecture, including Generative AI, Reinforcement Learning with Human Feedback (RLHF), leading to the future Artificial General Intelligence (AGI).
datasets
MdLens leverages public X-rays imaging data to form a baseline in training the model.
Through close collaborations with healthcare institutions, anonymized private X-rays data are made available for a more comprehensive model pre-training.
Data preparation, including cleansing, labeling, and integrating to provide a large dataset for deep neural network model training, validation, and test.
benefits
MdLens enables AI-powered advanced diagnosis of medical X-ray images with high precision and low recall.
It provides a timely and highly accurate diagnosis of lung condition in emergency setting where medical specialists such as Radiologists are not immediately available.
MdLens AI diagnostic tool is made available to the population health for anomaly detection of lung condition in a timely, accurate, and low cost or no cost matter where medical professionals are not readily available such as home or outpatient setting.
MdLens continuously evolves its deep neural network model through advanced research and development to improve its performance and outcomes with latest state-of-the-art AI technologies such as Generative AI.
unlocking Mdlens AI diagnostic tool
Select pre-trained models
Select or upload lung X-ray images
Detect and classify lung anomalies