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PERSONALIZED CARE PLANS
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1st Visit – Risk stratification (disease stage, pathology review, performance status, bio-psychosocial needs, expectations & covered services)
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“Cancer Year” Care & Cost Projection
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Clinical Trials Co-ordination
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2nd Opinions
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Shared Visits For Patients & Families
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Telehealth
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Out-of-Pocket Expense Management
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Home Visits
Risk Stratification
Existing Prognostic Tools & Challenges
Various tissue-based molecular biomarkers have attempted to fill this unmet need, but most lack prospective randomized trial validation.
The advantages of AI tools utilizing digital histopathology are:
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Performance: prognostic and predictive of treatment response
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Short turnaround time: seconds of cloud computing
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Robustness: tool is developed from thousands of patients
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Widespread adoption: no consumption of tumor tissue
Train & validate prognostic biomarkers in localized prostate cancer using five phase III randomized trials, by leveraging multi-modal deep learning on digital histopathology.
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