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AutoImpute: Autoencoder based imputation of single-cell RNA-seq data
Talwar, Divyanshu, Mongia, Aanchal, Sengupta, Debarka, Majumdar, Angshul
Published in Scientific reports (05.11.2018)
Published in Scientific reports (05.11.2018)
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A computational approach to aid clinicians in selecting anti-viral drugs for COVID-19 trials
Mongia, Aanchal, Saha, Sanjay Kr, Chouzenoux, Emilie, Majumdar, Angshul
Published in Scientific reports (27.04.2021)
Published in Scientific reports (27.04.2021)
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Gene expression based inference of cancer drug sensitivity
Chawla, Smriti, Rockstroh, Anja, Lehman, Melanie, Ratther, Ellca, Jain, Atishay, Anand, Anuneet, Gupta, Apoorva, Bhattacharya, Namrata, Poonia, Sarita, Rai, Priyadarshini, Das, Nirjhar, Majumdar, Angshul, Jayadeva, Ahuja, Gaurav, Hollier, Brett G., Nelson, Colleen C., Sengupta, Debarka
Published in Nature communications (27.09.2022)
Published in Nature communications (27.09.2022)
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Class sparsity signature based Restricted Boltzmann Machine
Sankaran, Anush, Goswami, Gaurav, Vatsa, Mayank, Singh, Richa, Majumdar, Angshul
Published in Pattern recognition (01.01.2017)
Published in Pattern recognition (01.01.2017)
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A Low-Rank Matrix Recovery Approach for Energy Efficient EEG Acquisition for a Wireless Body Area Network
Majumdar, Angshul, Gogna, Anupriya, Ward, Rabab
Published in Sensors (Basel, Switzerland) (25.08.2014)
Published in Sensors (Basel, Switzerland) (25.08.2014)
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Compressed Sensing Based Real-Time Dynamic MRI Reconstruction
Majumdar, A., Ward, R. K., Aboulnasr, T.
Published in IEEE transactions on medical imaging (01.12.2012)
Published in IEEE transactions on medical imaging (01.12.2012)
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Blind Denoising Autoencoder
Majumdar, Angshul
Published in IEEE transaction on neural networks and learning systems (01.01.2019)
Published in IEEE transaction on neural networks and learning systems (01.01.2019)
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