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    <image:image>
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      <image:title>Ricky Madison</image:title>
      <image:caption>Pharmaceutical and Regulated AI Systems Executive</image:caption>
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      <image:title>Ricky Madison headshot</image:title>
      <image:caption>Ricky Madison, founder of Medwra, Oncyra and Oncetra</image:caption>
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      <image:loc>https://rickymadison.com/ricky-madison-portrait-1024.webp</image:loc>
      <image:title>Ricky Madison portrait</image:title>
      <image:caption>Ricky Madison, oncology and pharmaceutical innovation leader</image:caption>
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      <image:title>Ricky Madison</image:title>
      <image:caption>Ricky Madison, computational oncology and regulated AI</image:caption>
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      <image:title>Ricky Madison headshot</image:title>
      <image:caption>Ricky Madison professional headshot</image:caption>
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      <image:title>Atom by Atom book cover</image:title>
      <image:caption>Book by Ricky Madison</image:caption>
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      <image:title>Hunger and Cancer book cover</image:title>
      <image:caption>Book by Ricky Madison</image:caption>
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    <loc>https://rickymadison.com/insights/mutation-aware-structural-modelling-tp53-y163c</loc>
    <lastmod>2025-12-04</lastmod>
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    <priority>0.8</priority>
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      <image:loc>https://rickymadison.com/insights/article-tp53-y163c.jpg</image:loc>
      <image:title>Mutation-Aware Structural Modelling: TP53 Y163C</image:title>
      <image:caption>Mutation-Aware Structural Modelling: TP53 Y163C, article by Ricky Madison</image:caption>
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  <url>
    <loc>https://rickymadison.com/insights/lnp-mrna-formulation-targeted-oncology-delivery</loc>
    <lastmod>2026-01-15</lastmod>
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    <priority>0.8</priority>
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      <image:loc>https://rickymadison.com/insights/article-lnp.jpg</image:loc>
      <image:title>Engineering Lipid Nanoparticles That Survive Scale-Up</image:title>
      <image:caption>Engineering Lipid Nanoparticles That Survive Scale-Up, article by Ricky Madison</image:caption>
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  <url>
    <loc>https://rickymadison.com/insights/audit-ready-gxp-architecture-ich-guidelines-commercial-pharma</loc>
    <lastmod>2026-02-19</lastmod>
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      <image:loc>https://rickymadison.com/insights/article-gxp.jpg</image:loc>
      <image:title>Audit-Ready GxP Architecture and ICH Guidance</image:title>
      <image:caption>Audit-Ready GxP Architecture and ICH Guidance, article by Ricky Madison</image:caption>
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  <url>
    <loc>https://rickymadison.com/insights/autonomous-chemotherapy-surveillance-ecg-cardiotoxicity-monitoring</loc>
    <lastmod>2026-04-09</lastmod>
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    <priority>0.8</priority>
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      <image:loc>https://rickymadison.com/insights/article-ecg.jpg</image:loc>
      <image:title>Autonomous Chemotherapy Surveillance and ECG Monitoring</image:title>
      <image:caption>Autonomous Chemotherapy Surveillance and ECG Monitoring, article by Ricky Madison</image:caption>
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  </url>
  <url>
    <loc>https://rickymadison.com/insights/multimodal-phenotypic-discovery-cell-painting-generative-chemistry</loc>
    <lastmod>2026-06-11</lastmod>
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    <priority>0.8</priority>
    <image:image>
      <image:loc>https://rickymadison.com/insights/article-cellpainting.jpg</image:loc>
      <image:title>Multimodal Discovery: Cell Painting and Generative Chemistry</image:title>
      <image:caption>Multimodal Discovery: Cell Painting and Generative Chemistry, article by Ricky Madison</image:caption>
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  </url>
  <url>
    <loc>https://rickymadison.com/insights/translational-oncology-ip-strategy-regulated-life-sciences</loc>
    <lastmod>2026-08-13</lastmod>
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    <priority>0.8</priority>
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      <image:title>Translational Oncology IP Strategy</image:title>
      <image:caption>Translational Oncology IP Strategy, article by Ricky Madison</image:caption>
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