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    <title>topic Solution Accelerator Series | Detect Adverse Drug Events Faster with Databricks + John Snow Labs in Announcements</title>
    <link>https://community.databricks.com/t5/announcements/solution-accelerator-series-detect-adverse-drug-events-faster/m-p/144014#M533</link>
    <description>&lt;P&gt;&lt;SPAN&gt;Pharma companies face a major challenge—capturing and analyzing adverse drug events buried in unstructured text like emails, call transcripts, and social media posts. Our Adverse Drug Event Detection Solution Accelerator makes it simple to monitor drug safety using real-world data and NLP.&lt;/SPAN&gt;&lt;/P&gt;
&lt;P&gt;&lt;STRONG&gt;Key benefits:&lt;/STRONG&gt;&lt;/P&gt;
&lt;UL&gt;
&lt;LI style="font-weight: 400;" aria-level="1"&gt;&lt;SPAN&gt;Leverage pre-built NLP models to extract adverse events from vast text data sources.&lt;/SPAN&gt;&lt;/LI&gt;
&lt;LI style="font-weight: 400;" aria-level="1"&gt;&lt;SPAN&gt;Automatically classify and correlate drugs with reported events for faster insights.&lt;/SPAN&gt;&lt;/LI&gt;
&lt;LI style="font-weight: 400;" aria-level="1"&gt;&lt;SPAN&gt;Use built-in visualizations to track event frequency and patterns.&lt;/SPAN&gt;&lt;/LI&gt;
&lt;LI style="font-weight: 400;" aria-level="1"&gt;&lt;SPAN&gt;Start instantly with pre-built code, sample data, and notebooks—no setup hassle.&lt;/SPAN&gt;&lt;/LI&gt;
&lt;/UL&gt;
&lt;P&gt;&lt;SPAN&gt;Ensure patient safety and regulatory compliance with AI-driven pharmacovigilance.&lt;/SPAN&gt;&lt;/P&gt;
&lt;P&gt;&lt;SPAN&gt;&lt;span class="lia-unicode-emoji" title=":backhand_index_pointing_right:"&gt;👉&lt;/span&gt; Get started now: &lt;/SPAN&gt;&lt;A href="https://notebooks.databricks.com/notebooks/HLS/adverse-drug-events/index.html" target="_blank" rel="noopener"&gt;&lt;SPAN&gt;Adverse Drug Event Detection Solution Accelerator&lt;/SPAN&gt;&lt;/A&gt;&lt;/P&gt;</description>
    <pubDate>Thu, 22 Jan 2026 12:48:01 GMT</pubDate>
    <dc:creator>Om_Jha</dc:creator>
    <dc:date>2026-01-22T12:48:01Z</dc:date>
    <item>
      <title>Solution Accelerator Series | Detect Adverse Drug Events Faster with Databricks + John Snow Labs</title>
      <link>https://community.databricks.com/t5/announcements/solution-accelerator-series-detect-adverse-drug-events-faster/m-p/144014#M533</link>
      <description>&lt;P&gt;&lt;SPAN&gt;Pharma companies face a major challenge—capturing and analyzing adverse drug events buried in unstructured text like emails, call transcripts, and social media posts. Our Adverse Drug Event Detection Solution Accelerator makes it simple to monitor drug safety using real-world data and NLP.&lt;/SPAN&gt;&lt;/P&gt;
&lt;P&gt;&lt;STRONG&gt;Key benefits:&lt;/STRONG&gt;&lt;/P&gt;
&lt;UL&gt;
&lt;LI style="font-weight: 400;" aria-level="1"&gt;&lt;SPAN&gt;Leverage pre-built NLP models to extract adverse events from vast text data sources.&lt;/SPAN&gt;&lt;/LI&gt;
&lt;LI style="font-weight: 400;" aria-level="1"&gt;&lt;SPAN&gt;Automatically classify and correlate drugs with reported events for faster insights.&lt;/SPAN&gt;&lt;/LI&gt;
&lt;LI style="font-weight: 400;" aria-level="1"&gt;&lt;SPAN&gt;Use built-in visualizations to track event frequency and patterns.&lt;/SPAN&gt;&lt;/LI&gt;
&lt;LI style="font-weight: 400;" aria-level="1"&gt;&lt;SPAN&gt;Start instantly with pre-built code, sample data, and notebooks—no setup hassle.&lt;/SPAN&gt;&lt;/LI&gt;
&lt;/UL&gt;
&lt;P&gt;&lt;SPAN&gt;Ensure patient safety and regulatory compliance with AI-driven pharmacovigilance.&lt;/SPAN&gt;&lt;/P&gt;
&lt;P&gt;&lt;SPAN&gt;&lt;span class="lia-unicode-emoji" title=":backhand_index_pointing_right:"&gt;👉&lt;/span&gt; Get started now: &lt;/SPAN&gt;&lt;A href="https://notebooks.databricks.com/notebooks/HLS/adverse-drug-events/index.html" target="_blank" rel="noopener"&gt;&lt;SPAN&gt;Adverse Drug Event Detection Solution Accelerator&lt;/SPAN&gt;&lt;/A&gt;&lt;/P&gt;</description>
      <pubDate>Thu, 22 Jan 2026 12:48:01 GMT</pubDate>
      <guid>https://community.databricks.com/t5/announcements/solution-accelerator-series-detect-adverse-drug-events-faster/m-p/144014#M533</guid>
      <dc:creator>Om_Jha</dc:creator>
      <dc:date>2026-01-22T12:48:01Z</dc:date>
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