Sonika Tyagi
Monash University
H-index: 19
Oceania-Australia
Top articles of Sonika Tyagi
Navigating the Multiverse: A Hitchhiker's Guide to Selecting Harmonisation Methods for Multimodal Biomedical Data
2024/3/22
Sonika Tyagi
H-Index: 12
Uncovering co-regulatory modules and gene regulatory networks in the heart through machine learning-based analysis of large-scale epigenomic data
Computers in Biology and Medicine
2024/2/10
Levin Kuhlmann
H-Index: 18
Sonika Tyagi
H-Index: 12
EHR-ML: A generalisable pipeline for reproducible clinical outcomes using electronic health records
medRxiv
2024
EHR-QC: A streamlined pipeline for automated electronic health records standardisation and preprocessing to predict clinical outcomes
Journal of Biomedical Informatics
2023/11/1
Linc2function: A Comprehensive Pipeline and Webserver for Long Non-Coding RNA (lncRNA) Identification and Functional Predictions Using Deep Learning Approaches
Epigenomes
2023/9/15
Yashpal Ramakrishnaiah
H-Index: 1
Jasbir Dhaliwal
H-Index: 2
Levin Kuhlmann
H-Index: 18
Sonika Tyagi
H-Index: 12
multiomics: A user-friendly multi-omics data harmonisation r pipeline
F1000Research
2023/8/2
Tyrone Chen
H-Index: 4
Sonika Tyagi
H-Index: 12
genomicBERT and data-free deep-learning model evaluation
bioRxiv
2023/6/1
Tyrone Chen
H-Index: 4
Sonika Tyagi
H-Index: 12
Integrative omics identifies conserved and pathogen-specific responses of sepsis-causing bacteria
Nature Communications
2023/3/18
Preterm labor with and without chorioamnionitis is associated with activation of myometrial inflammatory networks: a comprehensive transcriptomic analysis
American journal of obstetrics and gynecology
2023/3/1
Learning meaningful latent space representations for patient risk stratification: Model development and validation for dengue and other acute febrile illness
Frontiers in Digital Health
2023/2/22
Biosynthetic constraints on amino acid synthesis at the base of the food chain may determine their use in higher-order consumer genomes
PLoS Genetics
2023/2/13
Sonika Tyagi
H-Index: 12
Book of Abstracts of the 1st Colloquium for Bioinformatics Learning, Education, and Training
F1000Research
2023/1/18
AI 2023: Advances in Artificial Intelligence: 36th Australasian Joint Conference on Artificial Intelligence, AI 2023, Brisbane, QLD, Australia, November 28–December 1, 2023 …
2023/11/26
Towards mouse genetic-specific RNA-sequencing read mapping
PLOS Computational Biology
2022/9/26
Transcriptomic analysis reveals myometrial topologically associated domains linked to the onset of human term labour
Molecular human reproduction
2022/3/1
Machine learning-based integration develops an immune-derived lncRNA signature for improving outcomes in colorectal cancer
Nature communications
2022/2/10
The biosynthetic costs of amino acids at the base of the food chain determine their use in higher-order consumer genomes
bioRxiv
2021/11/4
Sonika Tyagi
H-Index: 12
A multi-modal data harmonisation approach for discovery of COVID-19 drug targets
Briefings in bioinformatics
2021/11
Tyrone Chen
H-Index: 4
Sonika Tyagi
H-Index: 12
An annotation-free format for representing multimodal data features
2021/7/25
Tyrone Chen
H-Index: 4
Sonika Tyagi
H-Index: 12
A survey of current resources to study lncRNA-protein interactions
2021/6/8
Tyrone Chen
H-Index: 4
Sonika Tyagi
H-Index: 12
