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Marketing · TheraPanacea

Jeanine Mendes

5 articles
Contributor Brief·Jeanine Mendes · 5 articles
Updated Sep 11, 2026

AI in oncology must augment, not replace, expert physicists' judgment

Mendes argues that AI implementation in cancer treatment planning succeeds only when designed to restore expert time and decision-making authority, not eliminate it. She advocates through practitioner profiles that the most valuable AI integration happens at the workflow level—where technology handles standardization and efficiency tasks while physicians retain clinical judgment and patient-centered care ownership.

23 years

clinical experience Dr. Rosencranz brought to Texas Oncology physics

“AI shouldn't replace physicists—it should give them time back.”

"AI Shouldn't Replace Physicists - It Should Give Them Time Back"

AI implementation outcomes at cancer centers using TheraPanacea

Treatment planning standardization across protocols9
Operational efficiency in workflow automation8
Preservation of physician clinical judgment authority9
Integration with survivor-provider perspective on personalization7

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27%Treatment planning
Treatment planning standardization across protocols
Operational efficiency in workflow automation
Preservation of physician clinical judgment authority
Integration with survivor-provider perspective on personalization

2017

TheraPanacea founded as mathematics/computer science academic spinoff

Unique perspective into dual experiences of provider and patient simultaneously.

"Dr. Dana Rosencranz - Cancer Survivor and Chief Medical Physicist" (2026-09-03)

Advanced AI solutions address efficiency, quality, and standardization across cancer workflows.

"AI Shouldn't Replace Physicists - It Should Give Them Time Back"

“Survivor physicists design better AI because they understand patient experience.”

Themes:AI as workflow augmentation, not practitioner replacementSurvivor-clinician perspective shapes better cancer technology designStandardization and efficiency free experts for higher-judgment care

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