• 2237 Citations (Scopus)
  • 23 h-Index
20042019

Research output per year

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Scholarly Research

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Conference contribution
2018

An investigation of proteomic data for application in precision medicine

Matlock, K., Dhruba, S. R., Nazir, M. & Pal, R., Apr 6 2018, 2018 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2018. Institute of Electrical and Electronics Engineers Inc., p. 377-380 4 p. (2018 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2018; vol. 2018-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Scopus citations

Dimensionality Reduction based Transfer Learning applied to Pharmacogenomics Databases

Dhruba, S. R., Rahmanl, R., Matlockl, K., Ghosh, S. & Pal, R., Oct 26 2018, 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018. Institute of Electrical and Electronics Engineers Inc., p. 1246-1249 4 p. 8512457. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2018-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations
2016

A descriptive model of resting-state networks using Markov chains

Xie, H., Pal, R. & Mitra, S., Oct 13 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2016. Institute of Electrical and Electronics Engineers Inc., p. 3594-3597 4 p. 7591505. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2016-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

A mathematical framework for analyzing drug combination toxicity for personalized medicine applications

Rahman, R. & Pal, R., Dec 27 2016, 2016 IEEE Healthcare Innovation Point-of-Care Technologies Conference, HI-POCT 2016. Institute of Electrical and Electronics Engineers Inc., p. 13-16 4 p. 7797685. (2016 IEEE Healthcare Innovation Point-of-Care Technologies Conference, HI-POCT 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Scopus citations

Analyzing drug sensitivity prediction based on dose response curve characteristics

Rahman, R. & Pal, R., Apr 18 2016, 3rd IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2016. Institute of Electrical and Electronics Engineers Inc., p. 140-143 4 p. 7455854. (3rd IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Scopus citations

Automated segmentation of MS lesions in FLAIR, DIR and T2-w MR images via an information theoretic approach

Hill, J. E., Matlock, K., Pal, R., Nutter, B. & Mitra, S., 2016, Medical Imaging 2016: Image Processing. Styner, M. A., Angelini, E. D. & Angelini, E. D. (eds.). SPIE, 97842J. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 9784).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Combination therapy design for maximizing sensitivity and minimizing toxicity

Matlock, K., Berlow, N., Keller, C. & Pal, R., Oct 2 2016, ACM-BCB 2016 - 7th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics. Association for Computing Machinery, Inc, p. 530-531 2 p. (ACM-BCB 2016 - 7th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations
2014

Analysis of multivariate drug sensitivity dependence structure using copulas

Haider, S. & Pal, R., Feb 5 2014, 2014 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2014. Institute of Electrical and Electronics Engineers Inc., p. 1352-1355 4 p. 7032345. (2014 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2014).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Gesture recognition for smart home applications using portable radar sensors

Wan, Q., Li, Y., Li, C. & Pal, R., Nov 2 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014. Institute of Electrical and Electronics Engineers Inc., p. 6414-6417 4 p. 6945096. (2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

48 Scopus citations

Multi-objective optimization of ensemble of regression trees using genetic algorithms

Wan, Q. & Pal, R., Feb 5 2014, 2014 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2014. Institute of Electrical and Electronics Engineers Inc., p. 1356-1359 4 p. 7032346. (2014 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2014).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Non-contact multi-radar smart probing of body orientation based on micro-Doppler signatures

Li, Y., Pal, R. & Li, C., Nov 2 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014. Institute of Electrical and Electronics Engineers Inc., p. 598-601 4 p. 6943662. (2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations
2013

Inference of tumor inhibition pathways from drug perturbation data

Haider, S. & Pal, R., 2013, 2013 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2013 - Proceedings. p. 95-98 4 p. 6736823. (2013 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2013 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Scopus citations

Quantifying the inference power of a drug screen for predictive analysis

Berlow, N., Haider, S., Pal, R. & Keller, C., 2013, 2013 IEEE International Workshop on Genomic Signal Processing and Statistics, GENSIPS 2013 - Proceedings. p. 49-52 4 p. 6735928. (Proceedings - IEEE International Workshop on Genomic Signal Processing and Statistics).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations
2012

Analyzing pathway design from drug perturbation experiments

Berlow, N., Pal, R., Davis, L. & Keller, C., 2012, 2012 IEEE Statistical Signal Processing Workshop, SSP 2012. p. 552-555 4 p. 6319757. (2012 IEEE Statistical Signal Processing Workshop, SSP 2012).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Scopus citations

Anticancer drug sensitivity analysis: An integrated approach applied to Erlotinib sensitivity prediction in the CCLE database

Pal, R., Berlow, N. & Haider, S., 2012, Proceedings 2012 IEEE International Workshop on Genomic Signal Processing and Statistics, GENSIPS 2012. p. 9-12 4 p. 6507714. (Proceedings - IEEE International Workshop on Genomic Signal Processing and Statistics).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Scopus citations

Combination therapy design for targeted therapeutics from a drug-protein interaction perspective

Haider, S., Berlow, N., Pal, R., Davis, L. & Keller, C., 2012, Proceedings 2012 IEEE International Workshop on Genomic Signal Processing and Statistics, GENSIPS 2012. p. 58-61 4 p. 6507726. (Proceedings - IEEE International Workshop on Genomic Signal Processing and Statistics).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Scopus citations

Complexity reduction of stochastic master equation simulation based on Kronecker product analysis

Caglar, M. U. & Pal, R., 2012, 2012 ACM Conference on Bioinformatics, Computational Biology and Biomedicine, BCB 2012. p. 186-193 8 p. (2012 ACM Conference on Bioinformatics, Computational Biology and Biomedicine, BCB 2012).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2011

A novel approach for tumor sensitivity prediction and combination therapy design for targeted drugs

Berlow, N. & Pal, R., 2011, Proceedings 2011 IEEE International Workshop on Genomic Signal Processing and Statistics, GENSIPS'11. IEEE Computer Society, p. 36-37 2 p. 6169435. (Proceedings - IEEE International Workshop on Genomic Signal Processing and Statistics).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

A novel critical time analysis approach for genetic regulatory networks

Bhattacharya, S. & Pal, R., 2011, Proceedings 2011 IEEE International Workshop on Genomic Signal Processing and Statistics, GENSIPS'11. IEEE Computer Society, p. 29-32 4 p. 6169433. (Proceedings - IEEE International Workshop on Genomic Signal Processing and Statistics).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Generation of intervention strategy for a Genetic Regulatory Network represented by a family of Markov Chains

Berlow, N. & Pal, R., 2011, 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2011. p. 7610-7613 4 p. 6091875. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Inference of a genetic regulatory network model from limited time series data

Haider, S. & Pal, R., 2011, Proceedings 2011 IEEE International Workshop on Genomic Signal Processing and Statistics, GENSIPS'11. IEEE Computer Society, p. 162-165 4 p. 6169470. (Proceedings - IEEE International Workshop on Genomic Signal Processing and Statistics).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations
2010

Classification of Alzheimer's disease and mild cognitive impairment by pattern recognition of EEG power and coherence

Akrofi, K., Pal, R., Baker, M. C., Nutter, B. S. & Schiffer, R. W., 2010, 2010 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2010 - Proceedings. p. 606-609 4 p. 5495193. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

14 Scopus citations

Classification of cognitive states using functional MRI data

Yang, Y., Pal, R. & O'Boyle, M., 2010, Medical Imaging 2010: Image Processing. PART 1 ed. 762322. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 7623, no. PART 1).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Control of stochastic master equation models of genetic regulatory networks by approximating their average behavior

Pal, R. & Caglar, M. U., 2010, 2010 IEEE International Workshop on Genomic Signal Processing and Statistics, GENSIPS 2010. 5719681. (2010 IEEE International Workshop on Genomic Signal Processing and Statistics, GENSIPS 2010).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Scopus citations

Effect of coarse-scale modeling on control outcome of genetic regulatory networks

Pal, R. & Bhattacharya, S., 2010, Proceedings of the 2010 American Control Conference, ACC 2010. IEEE Computer Society, p. 5942-5947 6 p. 5531236. (Proceedings of the 2010 American Control Conference, ACC 2010).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2009

Analyzing steady state probability distributions of context-sensitive probabilistic boolean networks

Pal, R., 2009, 2009 IEEE International Workshop on Genomic Signal Processing and Statistics, GENSIPS 2009. 5174325. (2009 IEEE International Workshop on Genomic Signal Processing and Statistics, GENSIPS 2009).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Quantification of data extraction noise in probabilistic boolean network modeling

Pal, R., Datta, A. & Dougherty, E., 2009, 2009 IEEE International Workshop on Genomic Signal Processing and Statistics, GENSIPS 2009. 5174324. (2009 IEEE International Workshop on Genomic Signal Processing and Statistics, GENSIPS 2009).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Steady-state preserving reduction for genetic regulatory network models

Pal, R. & Bhattacharya, S., 2009, 2009 22nd IEEE International Symposium on Computer-Based Medical Systems, CBMS 2009. 5255246. (Proceedings - IEEE Symposium on Computer-Based Medical Systems).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations
2008

Comparison of robust strategies for the control of gene regulatory networks

Pal, R., Datta, A. & Dougherty, E., 2008, GENSIPS'08 - 6th IEEE International Workshop on Genomic Signal Processing and Statistics. 4555671. (GENSIPS'08 - 6th IEEE International Workshop on Genomic Signal Processing and Statistics).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Generating structure-function correlations by ICA- based mapping of activation patterns on co-registered fMRI and FA-DTI data

Mitra, S., O'Boyle, M., Corona, E., Li, B., Afrin, F., Nutter, B., Baker, M., Pal, R., Ghosh, B. & Karp, T., 2008, 2008 42nd Asilomar Conference on Signals, Systems and Computers, ASILOMAR 2008. p. 1393-1396 4 p. 5074648. (Conference Record - Asilomar Conference on Signals, Systems and Computers).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

On the constraint of gene regulatory networks to canalizing functions and post classes

Pal, R., Lahdesmaki, H., Shmulevich, I., Yli-Harja, O. & Dougherty, E., 2008, GENSIPS'08 - 6th IEEE International Workshop on Genomic Signal Processing and Statistics. 4555672. (GENSIPS'08 - 6th IEEE International Workshop on Genomic Signal Processing and Statistics).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2007

Bayesian robustness in the control of gene regulatory networks

Pal, R., Datta, A. & Dougherty, E. R., 2007, 2007 IEEE/SP 14th Workshop on Statistical Signal Processing, SSP 2007, Proceedings. p. 31-35 5 p. 4301212. (IEEE Workshop on Statistical Signal Processing Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Scopus citations

Robust intervention in probabilistic boolean networks

Pal, R., Datta, A. & Dougherty, E. R., 2007, Conference Record of the 41st Asilomar Conference on Signals, Systems and Computers, ACSSC. p. 29-33 5 p. 4487158. (Conference Record - Asilomar Conference on Signals, Systems and Computers).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Robust intervention in probabilistic boolean networks

Pal, R., Datta, A. & Dougherty, E. R., 2007, Proceedings of the 2007 American Control Conference, ACC. p. 2405-2410 6 p. 4282544. (Proceedings of the American Control Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Robustness of intervention strategies for probabilistic Boolean networks

Pal, R., Datta, A. & Dougherty, E. R., 2007, 5th IEEE International Workshop on Genomic Signal Processing and Statistics, GENSIPS'07. 4365832. (GENSIPS'07 - 5th IEEE International Workshop on Genomic Signal Processing and Statistics).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2006

Altering steady-state probabilities in probabilistic Boolean networks

Pal, R., Datta, A. & Dougherty, E. R., 2006, 2006 IEEE International Workshop on Genomic Signal Processing and Statstics, GENSIPS 2006. p. 75-76 2 p. 4161784. (2006 IEEE International Workshop on Genomic Signal Processing and Statistics, GENSIPS 2006).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Applying reduction mappings in designing genomic regulatory networks

Ivanov, I., Pal, R. & Dougherty, E., 2006, 2006 IEEE/NLM Life Science Systems and Applications Workshop, LiSA 2006. 4015782. (2006 IEEE/NLM Life Science Systems and Applications Workshop, LiSA 2006).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Optimal infinite horizon control for probabilistic boolean networks

Pal, R., Datta, A. & Dougherty, E. R., 2006, Proceedings of the 2006 American Control Conference. Institute of Electrical and Electronics Engineers Inc., p. 668-673 6 p. 1655433. (Proceedings of the American Control Conference; vol. 2006).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Reducing the complexity of a PBN while preserving its dynamical structure

Ivanov, I., Pal, R. & Dougherty, E. R., 2006, 2006 IEEE International Workshop on Genomic Signal Processing and Statstics, GENSIPS 2006. p. 77-78 2 p. 4161785. (2006 IEEE International Workshop on Genomic Signal Processing and Statistics, GENSIPS 2006).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Synthesizing Boolean networks with a given attractor structure

Pal, R., Ivanov, I., Datta, A., Bittner, M. L. & Dougherty, E. R., 2006, 2006 IEEE International Workshop on Genomic Signal Processing and Statstics, GENSIPS 2006. p. 73-74 2 p. 4161783. (2006 IEEE International Workshop on Genomic Signal Processing and Statistics, GENSIPS 2006).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations