Product

RAMSCAN

CPM’s RAMSCAN is innovative image analysis software that integrates cutting-edge AI and machine learning (AI/ML) algorithms to analyze solid tumors using different medical imaging modalities such as MRI, CT, and Mammograms. By facilitating radiologists to correlate imaging data with clinical and genomic metadata, RAMSCAN is designed to assist them in accurate and efficient cancer diagnostics.

Data modalities: Imaging, Clinical & Genomics

Objectives & outcomes:

AI/ML-driven accurate segmentation and prediction models
Explainable AI for transparent model predictions
Breast cancer subtype prediction (Luminal A, Luminal B, HER2, TNBC)
Breast cancer hormone receptor status prediction (ER, PR, HER2, Triple Negative)
Automated Tumor and vessel segmentation for Breast MRI Images
Brain Glioblastoma Tumor Segmentation and MGMT Status prediction

Salient features:

Radiologist feedback to improve the model segmentation
A robust pipeline adaptable to other solid tumors and imaging modalities (MRI, CT, Mammograms)
Brain integration for glioblastoma analysis

Demo use case: Breast cancer subtyping
Data source: Duke MRI Breast Cancer Dataset
Business model: Contract services
Please write to us: for details & we will be happy to discuss: ramscanbd@citadelpm.io