Yue Li

Assistant Professor

McGill University

Canada

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Articles (15)

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2024

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2024

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2024

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2024

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2022

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2022

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2022

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2021

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2021

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2021

Collaborators (6)

Yasser Iturria Medina

Assistant Professor

Montreal Neurological Institute and Hospital

CANADA

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Robert Sladek

Associate Professor

McGill University Faculty of Medicine

CANADA

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Josee Dupuis

Professor and Chair

McGill University Faculty of Medicine

CANADA

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Wenmin Zhang

University of Manitoba

CANADA

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Smita Krishnaswamy

Associate Professor

Yale University

UNITED STATES

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Tianyuan Lu

Assistant Professor

University of Wisconsin-Madison

UNITED STATES

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Yue Li

Research Interests

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Articles (15)

SharePro: an accurate and efficient genetic colocalization method accounting for multiple causal signals

Protocol to perform integrative analysis of high-dimensional single-cell multimodal data using an interpretable deep learning technique

Supervised latent factor modeling isolates cell-type-specific transcriptomic modules that underlie Alzheimer’s disease progression

MixEHR-SurG: A joint proportional hazard and guided topic model for inferring mortality-associated topics from electronic health records

hART: Deep learning-informed lifespan heart failure risk trajectories

GTM-decon: guided-topic modeling of single-cell transcriptomes enables sub-cell-type and disease-subtype deconvolution of bulk transcriptomes

Multi-omic modeling of antidepressant response implicates dynamic immune and inflammatory changes in individuals who respond to treatment

Fast and accurate Bayesian polygenic risk modeling with variational inference

Implementation of a graph-embedded topic model for analysis of population-level electronic health records

MixEHR-Guided: A guided multi-modal topic modeling approach for large-scale automatic phenotyping using the electronic health record

EpiTopics: A dynamic machine learning model to predict and inform non-pharmacological public health interventions from global news reports

A graph-embedded topic model enables characterization of diverse pain phenotypes among UK Biobank individuals

Publisher Correction: Learning interpretable cellular and gene signature embeddings from single-cell transcriptomic data

Learning interpretable cellular and gene signature embeddings from single-cell transcriptomic data

Deep feature extraction of single-cell transcriptomes by generative adversarial network

Collaborators (6)

Yasser Iturria Medina

Robert Sladek

Josee Dupuis

Wenmin Zhang

Smita Krishnaswamy

Tianyuan Lu

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