3 hasil untuk "Vincent Fortuin"
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Artikel Jurnal Teks lengkap
MGP-AttTCN: An interpretable machine learning model for the prediction of sepsis
With a mortality rate of 5.4 million lives worldwide every year and a healthcare cost of more than 16 billion dollars in the USA alone, sepsis is one of the leading causes of hospital mortality and an increasing concern in the ageing western world. Recently, medical and technological advances have…
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Artikel Jurnal Teks lengkap
Mixture-of-Experts Variational Autoencoder for clustering and generating from similarity-based representations on single cell data
Clustering high-dimensional data, such as images or biological measurements, is a long-standing problem and has been studied extensively. Recently, Deep Clustering has gained popularity due to its flexibility in fitting the specific peculiarities of complex data. Here we introduce the…
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Artikel Jurnal Teks lengkap
OneProt: Towards multi-modal protein foundation models via latent space alignment of sequence, structure, binding sites and text encoders
Recent advances in Artificial Intelligence have enabled multi-modal systems to model and translate diverse information spaces. Extending beyond text and vision, we introduce OneProt, a multi-modal Deep Learning model for proteins that integrates structural, sequence, text, and binding site data…