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Dr Vinod Kumar

Dr.

Vinod Kumar Chauhan PhD

Postdoctoral Research Fellow

Biography

Dr. Vinod Kumar Chauhan is a Postdoctoral Research Assistant in Healthcare with CHI Lab and currently, working on PARADISE project. He is developing predictive deep learning based algorithms for post-operative atrial fibrillation in patients undergoing cardiac surgery using ICU data.

Before joining CHI lab, Vinod was a Research Associate in Industrial Machine Learning at Institute for Manufacturing, Department of Engineering, University of Cambridge UK. At Cambridge, he applied network science, machine learning and mathematical modelling to solve industrial problems. He also won (shared with one another) Institute for Manufacturing Research Execellence Award 2021.

He did his PhD from Panjab University Chandigarh, India and worked on developing optimisation algorithms to solve large-scale machine learning problems.

Most Recent Publications

Comparing the risks of new-onset gastric cancer or gastric diseases in type 2 diabetes mellitus patients exposed to SGLT2I, DPP4I or GLP1A: a population-based cohort study

Comparing the risks of new-onset gastric cancer or gastric diseases in type 2 diabetes mellitus patients exposed to SGLT2I, DPP4I or GLP1A: a population-based cohort study

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Improving Diagnostics with Deep Forest Applied to Electronic Health Records

Improving Diagnostics with Deep Forest Applied to Electronic Health Records

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Network science approach for identifying disruptive elements of an airline

Network science approach for identifying disruptive elements of an airline

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Synthesizing Mixed-type Electronic Health Records using Diffusion Models

Synthesizing Mixed-type Electronic Health Records using Diffusion Models

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Real-time large-scale supplier order assignments across two-tiers of a supply chain with penalty and dual-sourcing

Real-time large-scale supplier order assignments across two-tiers of a supply chain with penalty and dual-sourcing

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Research Interests

AI for Healthcare

Current Projects

PARADISE: Developing predictive deep learning based algorithms for post-operative atrial fibrillation in patients undergoing cardiac surgery using ICU data.

Related Academics

Most Recent Publications

Comparing the risks of new-onset gastric cancer or gastric diseases in type 2 diabetes mellitus patients exposed to SGLT2I, DPP4I or GLP1A: a population-based cohort study

Comparing the risks of new-onset gastric cancer or gastric diseases in type 2 diabetes mellitus patients exposed to SGLT2I, DPP4I or GLP1A: a population-based cohort study

Altmetric score is

Improving Diagnostics with Deep Forest Applied to Electronic Health Records

Improving Diagnostics with Deep Forest Applied to Electronic Health Records

Altmetric score is

Network science approach for identifying disruptive elements of an airline

Network science approach for identifying disruptive elements of an airline

Altmetric score is

Synthesizing Mixed-type Electronic Health Records using Diffusion Models

Synthesizing Mixed-type Electronic Health Records using Diffusion Models

Altmetric score is

Real-time large-scale supplier order assignments across two-tiers of a supply chain with penalty and dual-sourcing

Real-time large-scale supplier order assignments across two-tiers of a supply chain with penalty and dual-sourcing

Altmetric score is
View all

Publications

Google Scholar

Most Recent Publications

Comparing the risks of new-onset gastric cancer or gastric diseases in type 2 diabetes mellitus patients exposed to SGLT2I, DPP4I or GLP1A: a population-based cohort study

Comparing the risks of new-onset gastric cancer or gastric diseases in type 2 diabetes mellitus patients exposed to SGLT2I, DPP4I or GLP1A: a population-based cohort study

Altmetric score is

Improving Diagnostics with Deep Forest Applied to Electronic Health Records

Improving Diagnostics with Deep Forest Applied to Electronic Health Records

Altmetric score is

Network science approach for identifying disruptive elements of an airline

Network science approach for identifying disruptive elements of an airline

Altmetric score is

Synthesizing Mixed-type Electronic Health Records using Diffusion Models

Synthesizing Mixed-type Electronic Health Records using Diffusion Models

Altmetric score is

Real-time large-scale supplier order assignments across two-tiers of a supply chain with penalty and dual-sourcing

Real-time large-scale supplier order assignments across two-tiers of a supply chain with penalty and dual-sourcing

Altmetric score is
View all