Publications by authors named "Angshul Majumdar"

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Deep Probabilistic Matrix Factorization on Graphs: Application to Drug Repositioning in Antimicrobial Resistance.
Sayantika Chatterjee, Stuti Jain, Kriti Kumar, Emilie Chouzenoux, Angshul Majumdar

IEEE Trans Comput Biol Bioinform· January 2025

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Literature mining discerns latent disease-gene relationships.
Priyadarshini Rai, Atishay Jain, Shivani Kumar, Divya Sharma, Neha Jha, Angshul Majumdar

Bioinformatics· March 2024

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Graph Regularized Probabilistic Matrix Factorization for Drug-Drug Interactions Prediction.
Stuti Jain, Emilie Chouzenoux, Kriti Kumar, Angshul Majumdar

IEEE J Biomed Health Inform· May 2023

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Computational Prediction of Drug-Disease Association Based on Graph-Regularized One Bit Matrix Completion.
Aanchal Mongia, Emilie Chouzenoux, Angshul Majumdar

IEEE/ACM Trans Comput Biol Bioinform· April 2023

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Marker-free characterization of full-length transcriptomes of single live circulating tumor cells.
Sarita Poonia, Anurag Goel, Smriti Chawla, Namrata Bhattacharya, Priyadarshini Rai, Angshul Majumdar

Genome Res· January 2023

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Gene expression based inference of cancer drug sensitivity.
Smriti Chawla, Anja Rockstroh, Melanie Lehman, Ellca Ratther, Atishay Jain, Angshul Majumdar

Nat Commun· September 2022

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DeepVir: Graphical Deep Matrix Factorization for In Silico Antiviral Repositioning-Application to COVID-19.
Aanchal Mongia, Stuti Jain, Emilie Chouzenoux, Angshul Majumdar

J Comput Biol· May 2022

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SelfE: Gene Selection via Self-Expression for Single-Cell Data.
Priyadarshini Rai, Debarka Sengupta, Angshul Majumdar

IEEE/ACM Trans Comput Biol Bioinform· February 2022

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Resource Constrained CVD Classification Using Single Lead ECG On Wearable and Implantable Devices.
Arijit Ukil, Ishan Sahu, Angshul Majumdar, Sai Chander Racha, Gitesh Kulkarni

Annu Int Conf IEEE Eng Med Biol Soc· November 2021

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A computational approach to aid clinicians in selecting anti-viral drugs for COVID-19 trials.
Aanchal Mongia, Sanjay Kr Saha, Emilie Chouzenoux, Angshul Majumdar

Sci Rep· April 2021

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FITs: forest of imputation trees for recovering true signals in single-cell open chromatin profiles.
Rachesh Sharma, Neetesh Pandey, Aanchal Mongia, Shreya Mishra, Angshul Majumdar

NAR Genom Bioinform· December 2020

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Graph transform learning.
Angshul Majumdar

Neural Netw· August 2020

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deepMc: Deep Matrix Completion for Imputation of Single-Cell RNA-seq Data.
Aanchal Mongia, Debarka Sengupta, Angshul Majumdar

J Comput Biol· July 2020

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Drug-target interaction prediction using Multi Graph Regularized Nuclear Norm Minimization.
Aanchal Mongia, Angshul Majumdar

PLoS One· April 2020

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Recurrent transform learning.
Angshul Majumdar, Megha Gupta

Neural Netw· October 2019

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McImpute: Matrix Completion Based Imputation for Single Cell RNA-seq Data.
Aanchal Mongia, Debarka Sengupta, Angshul Majumdar

Front Genet· January 2019

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AutoImpute: Autoencoder based imputation of single-cell RNA-seq data.
Divyanshu Talwar, Aanchal Mongia, Debarka Sengupta, Angshul Majumdar

Sci Rep· November 2018

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An autoencoder based formulation for compressed sensing reconstruction.
Angshul Majumdar

Magn Reson Imaging· October 2018

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Graph structured autoencoder.
Angshul Majumdar

Neural Netw· October 2018

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Blind Denoising Autoencoder.
Angshul Majumdar

IEEE Trans Neural Netw Learn Syst· June 2018

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Multi-echo reconstruction from partial K-space scans via adaptively learnt basis.
Jyoti Maggu, Prerna Singh, Angshul Majumdar

Magn Reson Imaging· January 2018

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Semi-supervised Stacked Label Consistent Autoencoder for Reconstruction and Analysis of Biomedical Signals.
Anupriya Gogna, Angshul Majumdar, Rabab Ward

IEEE Trans Biomed Eng· September 2017

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Face Verification via Class Sparsity Based Supervised Encoding.
Angshul Majumdar, Richa Singh, Mayank Vatsa

IEEE Trans Pattern Anal Mach Intell· June 2017

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Causal MRI reconstruction via Kalman prediction and compressed sensing correction.
Angshul Majumdar

Magn Reson Imaging· June 2017

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Hierarchical Representation Learning for Kinship Verification.
Naman Kohli, Mayank Vatsa, Richa Singh, Afzel Noore, Angshul Majumdar

IEEE Trans Image Process· January 2017

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