Quan Long

Quan Long

University of Calgary

H-index: 31

North America-Canada

About Quan Long

Quan Long, With an exceptional h-index of 31 and a recent h-index of 22 (since 2020), a distinguished researcher at University of Calgary, specializes in the field of Machine Learning, Statistical Genetics, Computational Biology.

His recent articles reflect a diverse array of research interests and contributions to the field:

An expression-directed linear mixed model discovering low-effect genetic variants

Kernel-smoothed permutation for extreme P-value estimation in genetic association studies

The Bias of Using Cross-Validation in Genomic Predictions and Its Correction

A statistical method for image-mediated association studies discovers genes and pathways associated with four brain disorders

Tissue-specific transfer-learning enables retasking of a general comprehensive model to a specific domain

Broken Adaptive Ridge Method for Variable Selection in Generalized Partly Linear Models with Application to the Coronary Artery Disease Data

Gradient-based implementation of linear model outperforms deep learning models

CATE: A fast and scalable CUDA implementation to conduct highly parallelized evolutionary tests on large scale genomic data

Quan Long Information

University

Position

___

Citations(all)

35131

Citations(since 2020)

17232

Cited By

24565

hIndex(all)

31

hIndex(since 2020)

22

i10Index(all)

45

i10Index(since 2020)

34

Email

University Profile Page

University of Calgary

Google Scholar

View Google Scholar Profile

Quan Long Skills & Research Interests

Machine Learning

Statistical Genetics

Computational Biology

Top articles of Quan Long

Title

Journal

Author(s)

Publication Date

An expression-directed linear mixed model discovering low-effect genetic variants

Genetics

Qing Li

Jiayi Bian

Yanzhao Qian

Pathum Kossinna

Cooper Gau

...

2024/4

Kernel-smoothed permutation for extreme P-value estimation in genetic association studies

bioRxiv

Jiayi Bian

Caifeng Li

Jingjing Wu

Quan Long

2024

The Bias of Using Cross-Validation in Genomic Predictions and Its Correction

bioRxiv

Yanzhao Qian

Dinghao Wang

Qi Xuan Ding

Matthew Greenberg

Quan Long

2023

A statistical method for image-mediated association studies discovers genes and pathways associated with four brain disorders

The American Journal of Human Genetics

Jingni He

Lilit Antonyan

Harold Zhu

Karen Ardila

Qing Li

...

2024/1/4

Tissue-specific transfer-learning enables retasking of a general comprehensive model to a specific domain

bioRxiv

Qing Li

Deshan Perera

Zhishan Chen

Wanqing Wen

Dinghao Wang

...

2023

Broken Adaptive Ridge Method for Variable Selection in Generalized Partly Linear Models with Application to the Coronary Artery Disease Data

arXiv preprint arXiv:2311.00210

Christian Chan

Xiaotian Dai

Thierry Chekouo

Quan Long

Xuewen Lu

2023/11/1

Gradient-based implementation of linear model outperforms deep learning models

bioRxiv

Hamid Hamidi

Dinghao Wang

Quan Long

Matthew Greenberg

2023

CATE: A fast and scalable CUDA implementation to conduct highly parallelized evolutionary tests on large scale genomic data

Methods in Ecology and Evolution

Deshan Perera

Elsa Reisenhofer

Said Hussein

Eve Higgins

Christian D. Huber

...

2023/6/29

Autoencoder-transformed transcriptome improves genotype-phenotype association studies

bioRxiv

Jiayi Bian

Qing Li

Albert Leung

Guotao Yang

Jun Yan

...

2023

Interaction-integrated linear mixed model reveals 3D-genetic basis underlying Autism

Genomics

Qing Li

Deshan Perera

Chen Cao

Jingni He

Jiayi Bian

...

2023/3/1

Enhancing Disease Risk Gene Discovery by Integrating Transcription Factor-Linked Trans-located Variants into Transcriptome-Wide Association Analyses

medRxiv

Jingni He

Wanqing Wen

Jie Ping

Qing Li

Zhishan Chen

...

2023/10/12

Disentangling genetic feature selection and aggregation in transcriptome-wide association studies

Genetics

Chen Cao

Pathum Kossinna

Devin Kwok

Qing Li

Jingni He

...

2022/2/1

Integrating transcription factor occupancy with transcriptome-wide association analysis identifies susceptibility genes in human cancers

Nature Communications

Jingni He

Wanqing Wen

Alicia Beeghly

Zhishan Chen

Chen Cao

...

2022/11/19

Reconstruction of microbial haplotypes by integration of statistical and physical linkage in scaffolding

Molecular Biology and Evolution

Chen Cao

Jingni He

Lauren Mak

Deshan Perera

Devin Kwok

...

2021/2/6

Power analysis of transcriptome-wide association study: Implications for practical protocol choice

PLoS genetics

Chen Cao

Bowei Ding

Qing Li

Devin Kwok

Jingjing Wu

...

2021/2/26

Reconstructing SARS-CoV-2 infection dynamics through the phylogenetic inference of unsampled sources of infection

PLoS One

Deshan Perera

Ben Perks

Michael Potemkin

Andy Liu

Paul MK Gordon

...

2021/12/15

Genetic variations of DNA bindings of FOXA1 and co-factors in breast cancer susceptibility

Nature Communications

Wanqing Wen

Zhishan Chen

Jiandong Bao

Quan Long

Xiao-ou Shu

...

2021/9/13

WgLink: reconstructing whole-genome viral haplotypes using L0+L1-regularization

Bioinformatics

Chen Cao

Matthew Greenberg

Quan Long

2021/9/1

kTWAS: integrating kernel machine with transcriptome-wide association studies improves statistical power and reveals novel genes

Briefings in Bioinformatics

Chen Cao

Devin Kwok

Shannon Edie

Qing Li

Bowei Ding

...

2021/7

An Individualized Approach for Somatic Variant Discovery.

Bioinformatics for Cancer Immunotherapy: Methods and Protocols

Minghao Li

Ting He

Chen Cao

Quan Long

2020

See List of Professors in Quan Long University(University of Calgary)

Co-Authors

H-index: 153
Richard Durbin

Richard Durbin

University of Cambridge

H-index: 47
Kai Ye

Kai Ye

Xi'an Jiaotong University

H-index: 37
Bjarni J. Vilhjalmsson

Bjarni J. Vilhjalmsson

Aarhus Universitet

H-index: 29
Arthur Korte

Arthur Korte

Julius-Maximilians-Universität Würzburg

H-index: 27
Shengchao Qin

Shengchao Qin

Teesside University

H-index: 15
Qingrun ZHANG

Qingrun ZHANG

University of Calgary

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