Concepedia

Aanchal Mongia

AM

13

Publications

708

Citations

11

H-Index

2018

Active since

Affiliations

Indraprastha Institute of Information Technology Delhi(Current)

Indian Institute of Technology Delhi

Genome Institute of Singapore

University of Pennsylvania

Agency for Science, Technology and Research

Aanchal Mongia is an author at Indraprastha Institute of Information Technology Delhi specializing in data science, engineering, and systems biology.

Top concepts

EngineeringData ScienceSystems BiologyMedicineMachine LearningData MiningCell BiologyGraph TheoryDeep LearningKnowledge Discovery

Publications per year

2018–2024

13

Publications

13

AutoImpute: Autoencoder based imputation of single-cell RNA-seq data

Divyanshu Talwar, Aanchal Mongia, Debarka Sengupta et al. · Scientific Reports · 2018 · 181 citations · Full text

Single-cell multi-omics analysis of human pancreatic islets reveals novel cellular states in type 1 diabetes

Maria Fasolino, Gregory W. Schwartz, Abhijeet R. Patil et al. · Nature Metabolism · 2022 · 171 citations · Full text

Type 1, Signal Transduction, Single-cell Multi-omics Analysis +12

McImpute: Matrix Completion Based Imputation for Single Cell RNA-seq Data

Aanchal Mongia, Debarka Sengupta, Angshul Majumdar · Frontiers in Genetics · 2019 · 79 citations · Full text

Predicting heterogeneity in clone-specific therapeutic vulnerabilities using single-cell transcriptomic signatures

Chayaporn Suphavilai, Shumei Chia, Ankur Sharma et al. · Genome Medicine · 2021 · 62 citations · Full text

Deep latent factor model for collaborative filtering

Aanchal Mongia, Neha Jhamb, Émilie Chouzenoux et al. · Signal Processing · 2019 · 49 citations · Full text

Group Recommenders, Engineering, Machine Learning +5

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