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51

[IEEE 2016 IEEE Healthcare Innovation Point-Of-Care Technologies Conference (HI-POCT) - Cancun, Mexico (2016.11.9-2016.11.11)] 2016 IEEE Healthcare Innovation Point-Of-Care Technologies Conference (HI-POCT) - A mathematical framework for analyzing drug combination toxicity for personalized medicine applications

Rahman, Raziur, Pal, Ranadip

Year:

2016

Language:

english

File:

PDF, 438 KB

english, 2016

52

[ACM Press the 7th ACM International Conference - Seattle, WA, USA (2016.10.02-2016.10.05)] Proceedings of the 7th ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics - BCB '16 - Combination therapy design for maximizing sensitivity and minimizing toxicity

Matlock, Kevin, Berlow, Noah, Keller, Charles, Pal, Ranadip

Year:

2016

Language:

english

File:

PDF, 130 KB

english, 2016

53

Combination therapy design for maximizing sensitivity and minimizing toxicity

Matlock, Kevin, Berlow, Noah, Keller, Charles, Pal, Ranadip

Journal:

BMC Bioinformatics

Year:

2017

Language:

english

File:

PDF, 1.98 MB

english, 2017

54

IntegratedMRF: random forest-based framework for integrating prediction from different data types

Rahman, Raziur, Otridge, John, Pal, Ranadip

Journal:

Year:

2017

Language:

english

File:

PDF, 642 KB

english, 2017

55

[ACM Press the 8th ACM International Conference - Boston, Massachusetts, USA (2017.08.20-2017.08.23)] Proceedings of the 8th ACM International Conference on Bioinformatics, Computational Biology,and Health Informatics - ACM-BCB '17 - Investigation of Model Stacking for Drug Sensitivity Prediction

Matlock, Kevin, De Niz, Carlos, Rahman, Raziur, Ghosh, Souparno, Pal, Ranadip

Year:

2017

Language:

english

File:

PDF, 712 KB

english, 2017

56

Heterogeneity Aware Random Forest for Drug Sensitivity Prediction

Rahman, Raziur, Matlock, Kevin, Ghosh, Souparno, Pal, Ranadip

Journal:

Scientific Reports

Year:

2017

Language:

english

File:

PDF, 2.54 MB

english, 2017

57

Sequential feature selection and inference using multi-variate random forests

Mayer, Joshua, Rahman, Raziur, Ghosh, Souparno, Pal, Ranadip

Journal:

Year:

2017

Language:

english

File:

PDF, 304 KB

english, 2017

58

Deep Sequencing Data Analysis

Ghosh, Bijoy K., Datta, Aniruddha, Pal, Ranadip

Journal:

IEEE/ACM Transactions on Computational Biology and Bioinformatics

Year:

2018

Language:

english

File:

PDF, 136 KB

english, 2018

59

WITHDRAWN: Corrigendum to “On the fast convergence modeling and accurate calculation of PV output energy for operation and planning studies” [Energy Convers. Manage. 89 (2015) 497–506]

Navabi, Reza, Hosseinian, Seyed Hossein, Abedi, Sajjad, Pal, Ranadip

Journal:

Energy Conversion and Management

Year:

2018

File:

PDF, 26 KB

2018

60

[IEEE 2018 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI) - Las Vegas, NV, USA (2018.3.4-2018.3.7)] 2018 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI) - An investigation of proteomic data for application in precision medicine

Matlock, Kevin, Dhruba, Saugato Rahman, Nazir, Moazzam, Pal, Ranadip

Year:

2018

Language:

english

File:

PDF, 177 KB

english, 2018

61

Evaluating the consistency of large-scale pharmacogenomic studies

Rahman, Raziur, Dhruba, Saugato Rahman, Matlock, Kevin, De-Niz, Carlos, Ghosh, Souparno, Pal, Ranadip

Journal:

Briefings in Bioinformatics

Year:

2018

Language:

english

File:

PDF, 1.38 MB

english, 2018

62

A Copula Based Approach for Design of Multivariate Random Forests for Drug Sensitivity Prediction

Haider, Saad, Rahman, Raziur, Ghosh, Souparno, Pal, Ranadip, Gursoy, Attila

Journal:

Year:

2015

Language:

english

File:

PDF, 3.58 MB

english, 2015

63

Algorithms for Drug Sensitivity Prediction

De Niz, Carlos, Rahman, Raziur, Zhao, Xiangyuan, Pal, Ranadip

Journal:

Year:

2016

Language:

english

File:

PDF, 3.16 MB

english, 2016

64

Predictive Modeling of Drug Sensitivity || Tumor growth models

Year:

2017

Language:

english

File:

PDF, 202 KB

english, 2017

65

Integrated Analysis of Transcriptomic and Proteomic Data

Haider, Saad, Pal, Ranadip

Journal:

Current Genomics

Year:

2013

Language:

english

File:

PDF, 616 KB

english, 2013

66

Potential Active Shooter Detection Based on Radar Micro-Doppler and Range-Doppler Analysis Using Artificial Neural Network

Li, Yiran, Peng, Zhengyu, Pal, Ranadip, Li, Changzhi

Journal:

IEEE Sensors Journal

Year:

2018

Language:

english

File:

PDF, 1.33 MB

english, 2018

67

Modeling of drug diffusion in a solid tumor leading to tumor cell death

Rahman, Aminur, Ghosh, Souparno, Pal, Ranadip

Journal:

Physical Review E

Year:

2018

Language:

english

File:

PDF, 5.02 MB

english, 2018

68

[ACM Press the 2018 ACM International Conference - Washington, DC, USA (2018.08.29-2018.09.01)] Proceedings of the 2018 ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics - BCB '18 - Recursive Model for Dose-time Responses in Pharmacological Studies

Rahman, Aminur, Dhruba, Saugato Rahman, Ghosh, Souparno, Pal, Ranadip

Year:

2018

File:

PDF, 1.96 MB

2018

69

Application of transfer learning for cancer drug sensitivity prediction

Dhruba, Saugato Rahman, Rahman, Raziur, Matlock, Kevin, Ghosh, Souparno, Pal, Ranadip

Journal:

BMC Bioinformatics

Year:

2018

Language:

english

File:

PDF, 1.53 MB

english, 2018

70

Predictive Modeling of Drug Sensitivity || Predictive modeling based on multivariate random forests

Year:

2017

Language:

english

File:

PDF, 1.99 MB

english, 2017

71

Recursive model for dose-time responses in pharmacological studies

Dhruba, Saugato Rahman, Rahman, Aminur, Rahman, Raziur, Ghosh, Souparno, Pal, Ranadip

Journal:

BMC Bioinformatics

Year:

2019

Language:

english

File:

PDF, 2.60 MB

english, 2019

72

Selected research articles from the 2018 International Workshop on Computational Network Biology: Modeling, Analysis, and Control (CNB-MAC)

Yoon, Byung-Jun, Qian, Xiaoning, Kahveci, Tamer, Pal, Ranadip

Journal:

BMC Bioinformatics

Year:

2019

Language:

english

File:

PDF, 188 KB

english, 2019

73

Predictive Modeling of Drug Sensitivity || Overview of predictive modeling based on genomic characterizations

Year:

2017

Language:

english

File:

PDF, 843 KB

english, 2017

74

Sstack: an R package for stacking with applications to scenarios involving sequential addition of samples and features

Matlock, Kevin, Rahman, Raziur, Ghosh, Souparno, Pal, Ranadip, Hancock, John

Journal:

Year:

2019

File:

PDF, 282 KB

2019

75

Predictive Modeling of Drug Sensitivity || Combination therapeutics

Year:

2017

File:

PDF, 2.96 MB

2017

76

Predictive Modeling of Drug Sensitivity || Introduction

Year:

2017

File:

PDF, 840 KB

2017

77

Deep Functional and Molecular Characterization of a High-Risk Undifferentiated Pleomorphic Sarcoma

Berlow, Noah E., Grasso, Catherine S., Quist, Michael J., Cheng, Mingshan, Gandour-Edwards, Regina, Hernandez, Brian S., Michalek, Joel E., Ryan, Christopher, Spellman, Paul, Pal, Ranadip, Million, Ly

Journal:

Year:

2020

File:

PDF, 6.02 MB

2020

78

Selected Research Articles from the 2019 International Workshop on Computational Network Biology: Modeling, Analysis, and Control (CNB-MAC)

Yoon, Byung-Jun, Qian, Xiaoning, Kahveci, Tamer, Pal, Ranadip

Journal:

Year:

2020

File:

PDF, 193 KB

2020

79

Representation of features as images with neighborhood dependencies for compatibility with convolutional neural networks

Bazgir, Omid, Zhang, Ruibo, Dhruba, Saugato Rahman, Rahman, Raziur, Ghosh, Souparno, Pal, Ranadip

Journal:

Nature Communications

Year:

2020

File:

PDF, 1.62 MB

2020

80

Active shooter detection in multiple-person scenario using RF based Machine Vision

Bazgir, Omid, Nolte, Daniel, Dhruba, Saugato Rahman, Li, Yiran, Li, Changzhi, Ghosh, Souparno, Pal, Ranadip

Journal:

IEEE Sensors Journal

Year:

2020

File:

PDF, 8.21 MB

2020