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Researchers have developed an AI system named 'DeepMerkel' that predicts the course and severity of aggressive skin cancers, particularly Merkel cell carcinoma (MCC). This innovative tool allows doctors to tailor treatments to individual patients, enhancing the effectiveness of care. By analyzing personal and tumor-specific features, DeepMerkel empowers informed decision-making for both doctors and patients.
Merkel cell carcinoma is a rare and aggressive skin cancer with low survival rates, making the development of DeepMerkel crucial. The AI tool utilizes advanced statistical and machine learning methods, analyzing data from nearly 11,000 patients to identify high-risk individuals earlier. This capability enables clinicians to make better-informed decisions regarding treatment strategies.
• DeepMerkel predicts treatment outcomes for aggressive skin cancers like MCC.
• AI enhances personalized treatment strategies for high-risk cancer patients.
Machine learning techniques are used to analyze patient data for predicting cancer outcomes.
DeepMerkel generates personalized predictions to tailor treatments for individual patients.
Advanced statistical methods are employed to identify high-risk patients at earlier disease stages.
Newcastle University leads the research and development of the DeepMerkel AI tool for cancer treatment.
This institution contributes to understanding AI's role in cancer detection and treatment in India.
Crain's New York 9month
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