Volume 15, Issue 3

Search all Statistics in Biosciences articles

December 2023

Special Issue: Machine Learning Algorithms in Genomics and Genetics

Issue Editor:

Yingying Wei

12 articles in this issue

Introduction to Special Issue on Machine Learning Algorithms in Genomics and Genetics
Yingying Wei
EditorialNotes 03 November 2023 Pages: 541 - 544
Estimating Heterogeneous Treatment Effect on Multivariate Responses Using Random Forests
Boyi Guo
Hannah D. Holscher
Ruoqing Zhu
OriginalPaper 15 May 2021 Pages: 545 - 561
Part of 1 collection:

Special Issue: Machine Learning Algorithms in Genomics and Genetics
Integrative Structural Learning of Mixed Graphical Models via Pseudo-likelihood
Qingyang Liu
Yuping Zhang
OriginalPaper 07 April 2023 Pages: 562 - 582
Simultaneous Learning the Dimension and Parameter of a Statistical Model with Big Data
Long Wang
Fangzheng Xie
Yanxun Xu
OriginalPaper 15 October 2021 Pages: 583 - 607
Part of 1 collection:

Special Issue: Machine Learning Algorithms in Genomics and Genetics
Nonnegative Matrix Factorization with Group and Basis Restrictions
Phillip Shreeves
Jeffrey L. Andrews
Andrew Jirasek
OriginalPaper 04 November 2023 Pages: 608 - 632
scPI: A Scalable Framework for Probabilistic Inference in Single-Cell RNA-Sequencing Data Analysis
Jingsi Ming
Jia Zhao
Can Yang
OriginalPaper 31 January 2022 Pages: 633 - 656
Part of 1 collection:

Special Issue: Machine Learning Algorithms in Genomics and Genetics
An Artificial Intelligence Approach for Gene Editing Off-Target Quantification: Convolutional Self-attention Neural Network Designs and Considerations
Jiecong Lin
Xingjian Chen
Ka-Chun Wong
OriginalPaper 05 July 2022 Pages: 657 - 668
Part of 1 collection:

Special Issue: Machine Learning Algorithms in Genomics and Genetics
A Unified Bayesian Framework for Bi-overlapping-Clustering Multi-omics Data via Sparse Matrix Factorization
Fangting Zhou
Kejun He
Yang Ni
OriginalPaper 08 July 2022 Pages: 669 - 691
Part of 1 collection:

Special Issue: Machine Learning Algorithms in Genomics and Genetics
Detection of Cell Separation-Induced Gene Expression Through a Penalized Deconvolution Approach
An-Shun Tai
Chun-Chao Wang
Wen-Ping Hsieh
OriginalPaper 20 May 2022 Pages: 692 - 718
Part of 1 collection:

Special Issue: Machine Learning Algorithms in Genomics and Genetics
Bayesian Joint Modeling of Single-Cell Expression Data and Bulk Spatial Transcriptomic Data
Jinge Yu
Qiuyu Wu
Xiangyu Luo
OriginalPaper 12 April 2021 Pages: 719 - 733
Part of 1 collection:

Special Issue: Machine Learning Algorithms in Genomics and Genetics
Unlocking Cellular Insights Through Cell-Type Decomposition
Xiaoyu Song
OriginalPaper 04 October 2023 Pages: 734 - 736
AI-Powered Bayesian Statistics in Biomedicine
Qiwei Li
OriginalPaper 26 October 2023 Pages: 737 - 749

Volume 15, Issue 3

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