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Rita Kuznetsova

Multi-Modal Contrastive Learning for Online Clinical Time-Series Applications

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Mar 27, 2024
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On the Importance of Step-wise Embeddings for Heterogeneous Clinical Time-Series

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Nov 15, 2023
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Knowledge Graph Representations to enhance Intensive Care Time-Series Predictions

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Nov 13, 2023
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Language Model Training Paradigms for Clinical Feature Embeddings

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Nov 01, 2023
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Multi-modal Graph Learning over UMLS Knowledge Graphs

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Jul 10, 2023
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On the Importance of Clinical Notes in Multi-modal Learning for EHR Data

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Dec 06, 2022
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Temporal Label Smoothing for Early Prediction of Adverse Events

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Aug 29, 2022
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HiRID-ICU-Benchmark -- A Comprehensive Machine Learning Benchmark on High-resolution ICU Data

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Nov 18, 2021
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Variational Bi-domain Triplet Autoencoder

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Jun 22, 2018
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