Vinay Varadan

According to our database1, Vinay Varadan authored at least 24 papers between 2001 and 2020.

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Bibliography

2020
Deep learning-based prediction of response to HER2-targeted neoadjuvant chemotherapy from pre-treatment dynamic breast MRI: A multi-institutional validation study.
CoRR, 2020

2019
Radiogenomic characterization of response to chemo-radiation therapy in glioblastoma is associated with PI3K/AKT/mTOR and apoptosis signaling pathways.
Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 2019

2017
Radiogenomic analysis of hypoxia pathway reveals computerized MRI descriptors predictive of overall survival in glioblastoma.
Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017

2015
Non-linear Bayesian framework to determine the transcriptional effects of cancer-associated genomic aberrations.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Identifying gene subnetworks associated with clinical outcome in ovarian cancer using Network Based Coalition Game.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2013
Identification and characterization of gene fusions in breast cancer - A non-trivial pursuit.
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

2012
The Integration of Biological Pathway Knowledge in Cancer Genomics: A review of existing computational approaches.
IEEE Signal Process. Mag., 2012

Statistical assessment of gene fusion detection algorithms using RNA Sequencing Data.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2012

2011
A method for finding novel associations between genome-wide copy number and dna methylation patterns.
Proceedings of the 2011 IEEE International Workshop on Genomic Signal Processing and Statistics, 2011

Comparative copy number variation from whole genome sequencing.
Proceedings of the 2011 IEEE International Workshop on Genomic Signal Processing and Statistics, 2011

2010
Pathway and network analysis probing epigenetic influences on chemosensitivity in ovarian cancer.
Proceedings of the 2010 IEEE International Workshop on Genomic Signal Processing and Statistics, 2010

2009
PAPAyA: a platform for breast cancer biomarker signature discovery, evaluation and assessment.
BMC Bioinform., 2009

Tools for High Throughput Differential Methylation Study in Cancer.
Proceedings of the ICT Innovations 2009, Ohrid, Macedonia, 28-30 September, 2009, 2009

Towards identification of thematic overlaps in gene sets.
Proceedings of the 2009 IEEE International Workshop on Genomic Signal Processing and Statistics, 2009

2006
Dynamical model reconstruction and accurate prediction of power-pool time series.
IEEE Trans. Instrum. Meas., 2006

Inference of Disease-Related Molecular Logic from Systems-Based Microarray Analysis.
PLoS Comput. Biol., 2006

Computational inference of the molecular logic for synaptic connectivity in <i>C. elegans</i>.
Proceedings of the Proceedings 14th International Conference on Intelligent Systems for Molecular Biology 2006, 2006

2005
Unsupervised evidence integration.
Proceedings of the Machine Learning, 2005

2003
Classification of audio radar signals using radial basis function neural networks.
IEEE Trans. Instrum. Meas., 2003

2002
Chaotic system reconstruction from noisy time series measurements using improved least squares genetic programming.
Proceedings of the 2002 International Symposium on Circuits and Systems, 2002

System Modeling and Design using Genetic Programming.
Proceedings of the 1st IEEE International Conference on Cognitive Informatics (ICCI 2002), 2002

2001
Reconstruction of polynomial systems from noisy time-series measurements using genetic programming.
IEEE Trans. Ind. Electron., 2001

Secure communication using a chaos based signal encryption scheme.
IEEE Trans. Consumer Electron., 2001

Design of piece-wise maps for spread spectrum communication using genetic programming.
Proceedings of the 2001 International Symposium on Circuits and Systems, 2001


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