AI-powered modalities for the fight against Colorectal Cancer (CRC)

1.Risk Stratification Engine

Colorectal cancer (CRC) is a significant global health concern, with a substantial impact on morbidity and mortality rates. Timely and accurate risk stratification is vital for effective prevention, early detection, and personalized management of CRC. Leveraging the power of artificial intelligence and machine learning, we analyze diverse patient data, including demographic information, medical history, lifestyle factors, and genetic markers, to provide a comprehensive and personalized assessment of an individual’s CRC risk. By integrating cutting-edge algorithms and vast datasets, we identify subtle patterns and associations that human experts may overlook, leading to improved accuracy and reliability.

With the development of the CRC Risk Stratification Engine, we envision a transformative tool in the fight against CRC, empowering healthcare providers with valuable insights to deliver personalized care and improve patient outcomes. By harnessing the potential of AI, we offer precise risk assessment, tailored recommendations, continuous learning, and the highest standards of data protection.


2.Polyp Detection Engine

Polyps, particularly colorectal polyps, are significant precursors to colorectal cancer. Early and accurate detection of polyps during screening procedures, such as colonoscopy, is crucial for timely intervention and prevention of advanced disease. To revolutionize the detection process and enhance patient outcomes, AINIGMA develops an AI-powered tool designed to assist healthcare professionals in the precise detection of polyps, leveraging cutting-edge artificial intelligence and deep learning algorithms to analyze endoscopic images and videos in real-time. Through our Polyp Detection Engine, we offer enhanced detection accuracy, automated polyp classification and integration with existing endoscopic systems, providing healthcare professionals a valuable tool to enhance the accuracy, efficiency, and patient outcomes of colonoscopy procedures. By combining the power of AI with the expertise of healthcare providers, we aim to revolutionize the detection and management of colorectal polyps, contributing to the early detection and prevention of colorectal cancer.


3.Colonoscopy Training Platform

Performing a high-quality colonoscopy is a skill that requires both technical proficiency and a keen understanding of anatomy. For novice colonoscopists, acquiring these skills can be challenging and time-consuming. To address these hurdles and enhance the training experience, AINIGMA develops an innovative AI-powered platform designed specifically for novice colonoscopists.  Our platform leverages the capabilities of artificial intelligence and machine learning to provide a comprehensive and immersive training environment. By combining virtual simulations and personalized learning pathways, this platform revolutionizes the way colonoscopy skills are acquired and honed. By harnessing the power of AI and virtual simulations, this platform offers realistic virtual simulations, AI-powered performance feedback, personalized learning pathways and performance analytics and progress tracking, thus accelerating the learning curve, improving performance, and ultimately contributing to better patient outcomes. Our platform is poised to revolutionize the training of novice colonoscopists, empowering them with the necessary skills and confidence to provide high-quality care to their patients.

Technologies we use: