updated fusion model documentation

pages/docs/index.mdx

@@ -7,12 +7,6 @@ In the complex field of medical diagnostics, healthcare professionals often grap
 
 MedFusion Analytics emerges as a groundbreaking solution by employing an advanced early fusion multimodal model to seamlessly integrate and interpret this mulitfaceted data. Our innovative approach promises to enhance the accuracy and efficiency of diagnosing, thereby optimizing the diagnostic process, reducing operational costs, and improving patient outcomes. With MedFusion Analytics, we're delivering a transformative solution that simplifies the complexity of medical data into actionable healthcare insights, reshaping the future of medical diagnostics.
 
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-MedFusion Analytics introduces an advanced early fusion multimodal model that seamlessly integrates and interprets diverse medical data. Our innovative approach enhances the accuracy and efficiency of diagnostic processes, reduces operational costs, and improves patient outcomes. By transforming and merging insights to reveal complex relationships in EHR data previously impossible to uncover, MedFusion Analytics is reshaping the future of medical diagnostics.
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-As a pioneer in multimodal medical diagnostics, MedFusion Analytics accurately predicts pathological findings in chest X-rays with precision superior to individual models. Our unique combination of patient data, clinician notes, and images enables physicians to deliver more nuanced and accurate diagnoses. Tailored specifically for healthcare researchers and attending physicians, our solution facilitates advanced pathology predictions and enhances diagnostic insights, thereby elevating the quality of patient care and ensuring timely, accurate treatment decisions.
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 <Cards>
   <Card icon={<ComponentIcon />} title="Try the demo" href="/" />
   <Card icon={<FileBoxIcon />} title="Read the model docs" href="/docs/models" />
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 ## Description
 
-Indepth description of the project
+MedFusion Analytics introduces an advanced early fusion multimodal model that seamlessly integrates and interprets diverse medical data. Our innovative approach enhances the accuracy and efficiency of diagnostic processes, reduces operational costs, and improves patient outcomes. By transforming and merging insights to reveal complex relationships in EHR data previously impossible to uncover, MedFusion Analytics is reshaping the future of medical diagnostics.
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+As a pioneer in multimodal medical diagnostics, MedFusion Analytics accurately predicts pathological findings in chest X-rays with precision superior to individual models. Our unique combination of patient data, clinician notes, and images enables physicians to deliver more nuanced and accurate diagnoses. Tailored specifically for healthcare researchers and attending physicians, our solution facilitates advanced pathology predictions and enhances diagnostic insights, thereby elevating the quality of patient care and ensuring timely, accurate treatment decisions.
 
 A diagnosis typically involves a highly-trained physician using notes about patient symptoms, family history, and past illnesses, patient vital signs and current medication, and diagnostic imaging or lab tests to determine a final diagnosis. Even with the rise of electronic health records to ditigize this multi-faceted patient data, most diagnositic AI models only rely on using a single data type to predict the same diagnosis.
 To address this disparity, MedFusion Analytics brings together information drawn from tabular, textual, and visual data to determine a patient's current condition.