Workflow for training the proposed W–VAE.

<div><p>Chagas disease (CD), caused by the protozoan parasite <i>Trypanosoma cruzi (T. cruzi)</i>, represents a major public health concern in most of the American continent and causes 12,000 deaths every year. CD clinically manifests in two phases (acute and chronic), and th...

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التفاصيل البيبلوغرافية
المؤلف الرئيسي:	Blanca Vazquez (2525026) (author)
مؤلفون آخرون:	Nidiyare Hevia-Montiel (582955) (author), Jorge Perez-Gonzalez (20928228) (author), Paulina Haro (20928231) (author)
منشور في:	2025
الموضوعات:	Medicine Microbiology Immunology Biological Sciences not elsewhere classified Information Systems not elsewhere classified weighted – vae weighted variational auto w – vae gaussian process classifier final test using elisa antibody titers div >< p cd clinically manifests assessed several classifiers 92 ± 4 cd ), caused best obtained accuracy >- infected individuals augmenting multimodal data deep learning approach identify healthy individuals classify healthy individuals chronic ), accuracy achieved limited data generating data generated data data generated weighting factor trypanosoma cruzi selection methods protozoan parasite murine model masking mechanism long period electrocardiography signals echocardiography images doppler spectrum cruzi </ cruzi )</ complications due classification tasks classification task chronic phase chagas disease causes 12 american continent >, represents 50 %.
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Workflow for training the proposed W–VAE.

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