What We Do
Our Research
Frequently Asked Questions
Contact Us
What We Do
Our Research
Frequently Asked Questions
Contact Us
Validated against Medical Segmentation Decathlon benchmarks
Performance evaluated through double-blind studies
Using Dice coefficient and Intersection over Union
Validated by experienced radiologists
The brain is the command center of the nervous system, controlling thoughts, emotions, and movements. Cutting-edge AI techniques such as Convolutional Neural Networks (CNNs), transformer-based models, and Radiomics can identify early signs of gliomas, Alzheimer's disease, and other neurodegenerative conditions by precisely segmenting lesions and tracking volumetric changes.
The heart is a vital muscular organ that pumps blood through the circulatory system. Advanced deep learning and 3D CNN-based segmentation algorithms can detect structural anomalies, early myocardial infarction, arrhythmias, and even predict heart failure risks by analyzing cardiac function and tissue characterization.
The hippocampus plays a pivotal role in memory formation and spatial navigation. Transformer-based segmentation models and radiomics workflows can help identify early patterns of neurodegeneration, potentially detecting conditions like Alzheimer's disease in its initial stages.
The prostate gland is central to male reproductive health. AI-driven approaches using multi-parametric MRI (mpMRI) and deep neural networks facilitate the early detection of prostate cancer, assisting in lesion characterization, staging, and reducing the need for invasive biopsy procedures.
The liver is the body's largest internal organ, crucial for detoxification and metabolism. High-resolution AI systems leverage CNNs and GAN-based data augmentation to detect hepatic lesions, evaluate fibrotic changes, and aid in early tumor recognition, thereby assisting clinicians in timely interventions.
The lungs are the primary organs of respiration. Advanced AI models, including 3D CNNs and semi-supervised learning, can detect small nodules, classify them as benign or malignant, and assist in early-stage lung cancer diagnosis, significantly improving patient outcomes.
The pancreas regulates digestion and blood sugar control. AI-based volumetric analysis and deep learning segmentation can identify pancreatic tumors or cystic lesions in early stages, improving the likelihood of successful therapeutic intervention.
The liver’s vascular network is essential for proper hepatic function. Advanced vessel segmentation algorithms using 3D deep learning or graph-based approaches allow surgeons to plan complex resections and transplants with enhanced accuracy by accurately delineating arterial and venous structures.
The spleen is the largest lymphoid organ, playing a significant role in immune response. AI models can monitor spleen volume and detect subtle changes that may indicate the early progression of hematological diseases or chemotherapy-related side effects.
The colon is a crucial part of the digestive system. AI-based colonoscopic image analysis and CT colonography leverage CNNs to detect precancerous polyps and early-stage colorectal cancer, reducing mortality rates through timely interventions.
