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Palash Ghosh

Assistant Professor Ph.D. (ISI Kolkata)

+91 (0)361 258 3729    palash.ghosh ◊ iitg ⋅ ac ⋅ in

Research Area: Statistics and Biostatistics, Q-learning (Reinforcement Learning) and Dynamic Treatment Regime (DTR), Personalized Medicine, Ordinal Outcome and Ordinal Regression, Multi-Sample Likelihood, Case-Control Study, Design and Analysis of Clinical Trials, Analysis of Electronic Medical Records Data and Surveillance (COVID-19)
Room No: E1-307
Personal Website | IRINS Profile
Address:

Department of Mathematics
and
School of Health Science & Technology
IIT Guwahati
Assam 781039, India
 
 

Department Responsibilities:
Faculty Advisor, B.Tech. (M & C) 2020

Research

  • Statistics and Biostatistics
  • Q-learning (Reinforcement Learning), Dynamic Treatment Regime (DTR) and Personalized Medicine
  • Clinical Trials
  • Ordinal Outcome and Ordinal Regression 
  • Phase IV Clinical Trial ( Pharmacovigilance)
  • Case-Control Study
  • Biased Sampled Data
  • Surveillance (COVID-19)

Education

  • PhD in Statistics (2008 - 2014) : Indian Statistical Institute, Kolkata
  • M.Sc in Statistics (2004 - 2006) : Indian Institute of Technology, Kanpur
  • B.Sc in Statistics (2001 - 2004) : Ramakrishna Mission Residential Collage, Narendrapur, University of Calcutta, Kolkata

Find My Thesis Here: Analysis of Spontaneous Adverse Drug Reaction (ADR) Reports in Presence of Reporting Bias

Experience

  • Assistant Professor, Indian Institute of Technology Guwahati, July 2019 - Present
  • Adjunct Assistant Professor, Duke-NUS Medical School, July 2019 - Present
  • Assistant Professor, Duke-NUS Medical School, Jan 2018 - July 2019
  • Instructor, Duke-NUS Medical School, Jan 2015 - Dec 2017
  • Research Fellow, Duke-NUS Graduate Medical School, Jan 2014 - Dec 2014
  • Research Associates, Duke-NUS Graduate Medical School, Nov 2013 - Jan 2014
  • Worked at SkyTECH Solution Pvt. Limited, Kolkata from 2006 - 2008; Last designation at SkyTECH: Assistant Manager

 

Book Chapter

2. Chakraborty, B., and Ghosh, P.,, "Handbook of Statistical Methods for Randomized Controlled Trials", Factorial design. In KyungMann Kim, Frank Bretz, Ying Kuen K. Cheung, Lisa V. Hampson (Eds.) , Chapman & Hall/CRC Handbooks of Modern Statistical Methods [2021]

1. Ghosh, P., Cheung, Y.K. and Chakraborty, B, "Adaptive Treatment Strategies in Practice: Planning Trials and Analyzing Data for Personalized Medicine", Sample size calculations for clustered SMART designs In MR Kosorok and EEM Moodie (Eds.) , SIAM [2016]

Journal Publications

15. Ghosh P, "Corrected Probability Mass Function of the Binomial Distribution", Resonance [2021]

14. Yan X., Ghosh P and Chakraborty B, "Sample size calculation based on precision for pilot sequential multiple assignment randomized trial (SMART)", Biometrical Journal , vol.63 (2) ,pp.247-271, [2021]

13. Ghosh P., Ghosh R., Chakraborty B, "COVID-19 in India: State-wise Analysis and Prediction. ", JMIR Public Health and Surveillance , vol.6 (3) [2020]

12. Ghosh, P., Nahum-Shani I., Spring B. and Chakraborty, B, "Non-Inferiority and Equivalence Tests in A Sequential Multiple-Assignment Randomized Trial (SMART).", Psychological Methods , vol.25 (2) ,pp.182-205, [2020]

11. Salazar E., Ghosh P., Tan V., Pang T., Poh B.Y., Tan L.B., Loy K.L., Chong J., Beh H.L., Ng D., Ling K.L., Wang Y.T., "Effect of Alternative Intravenous Lipid Emulsion in Clinical Outcome in Non-Critically Ill Patients.", Clinical Nutrition ESPEN , vol.33 ,pp.42-46, [2019]

10. Ghosh S., Hota M., Chai X., Kiranya J., Ghosh P., He Z., Ruiz-Ramie J., Sarzynski M., and Bouchard C, "Exploring the underlying biology of intrinsic cardiorespiratory fitness through integrative analysis of genomic variants and muscle gene expression profiling", Journal of Applied Physiology , vol.126 (5) ,pp.1292-1314, [2019]

9. Goei A. H. Y., Chan D., Ghosh P., Chakraborty B, "Initiation Dose of Sodium Valproate in Epilepsy: Proof of Concept Study of the Impact of Starting Dose and Titration on Seizure Control and Side Effect Profile. ", In EPILEPSIA, 111 RIVER ST, HOBOKEN 07030-5774, NJ USA: WILEY , vol.59 ,pp.S71-S72, [2018]

8. Wilkins J.*,Ghosh, P.* Vivar J.C., Chakraborty B. and Ghosh S., "Relationship of Systemic Inflammation and Obesity to Healthy Days: analysis of an US population-based survey (NHANES 2005-2008)", BMC Obesity ,pp.5-21, [2018]

7. Ghosh P. and Dewanji A., "Sample size of the reference sample in a case-augmented study.", Pharmacoepidemiology and Drug Safety , vol.26 (5) ,pp.528-534, [2017]

6. Chakraborty B., Ghosh P, Moodie E. and Rush A.J., "Estimating optimal shared-parameter dynamic regimens with application to a multistage depression clinical trial", Biometrics , vol.72 (3) ,pp.865-876, [2016]

5. Ghosh, P., Dewanji, A, "Regression analysis of biased case-control data", Annals of the Institute of Statistical Mathematics , vol.68 (4) ,pp.805-825, [2016]

4. Ghosh, P., Dewanji, A, "Effect of reporting bias in the analysis of spontaneous reporting data", Pharmaceutical Statistics, , vol.14 (1) ,pp.20-25, [2015]

3. Ghosh P. and Dewanji A., "Matched Case-Control Study with Reporting Bias", Journal of Statistical Planning and Inference , vol.157 ,pp.121-136, [2015]

2. Ghosh P. and Dewanji A., "An assessment of Bayesian confidence propagation neural network method for adverse drug reaction signal generation in presence of reporting bias [Conference proceeding, 11th Annual Meeting of the International Society of Pharmacovigilance (ISoP) in Istanbul, Turkey from 26th to 28th October 2011].", Drug Safety , vol.34 (10) ,pp.913-914, [2011]

1. Ghosh P. and Dewanji A, "Analysis of spontaneous adverse drug reaction (ADR) reports using supplementary Information", Statistics in Medicine , vol.30 (16) ,pp.2044-55, [2011]

Current

1 Rik Ghosh
2 Rahul Goswami
3 Bittu Karmakar

Completed

Currently no completed student.

No Project Available!

No Project Available!

No Data Available!