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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.

Personal Website

Most Recent Publications

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

Chauhan VK, Mak S, Parlikad AK, Alomari M, Casassa L et al. (2022), Computers & Industrial Engineering, 108928-108928

Altmetric score is

Continuous Patient State Attention Models

Chauhan VK, Thakur A, O’Donoghue O, Rohanian O & Clifton DA (2022)

Altmetric score is

Adversarial de-confounding in individualised treatment effects estimation

Kumar V, Molaei S, Hoque Tania M, Thakur A, Zhu T et al. (2022), arXiv

Altmetric score is

Exploitation of material consolidation trade-offs in a multi-tier complex supply networks

Chauhan VK, Alomari M, Arney J, Parlikad AK & Brintrup A (2022)

Altmetric score is

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

Chauhan VK, Mak S, Parlikad AK, Alomari M, Casassa L et al. (2022)

Altmetric score is
View all

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

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

Chauhan VK, Mak S, Parlikad AK, Alomari M, Casassa L et al. (2022), Computers & Industrial Engineering, 108928-108928

Altmetric score is

Continuous Patient State Attention Models

Chauhan VK, Thakur A, O’Donoghue O, Rohanian O & Clifton DA (2022)

Altmetric score is

Adversarial de-confounding in individualised treatment effects estimation

Kumar V, Molaei S, Hoque Tania M, Thakur A, Zhu T et al. (2022), arXiv

Altmetric score is

Exploitation of material consolidation trade-offs in a multi-tier complex supply networks

Chauhan VK, Alomari M, Arney J, Parlikad AK & Brintrup A (2022)

Altmetric score is

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

Chauhan VK, Mak S, Parlikad AK, Alomari M, Casassa L et al. (2022)

Altmetric score is
View all

Publications

Google Scholar

Most Recent Publications

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

Chauhan VK, Mak S, Parlikad AK, Alomari M, Casassa L et al. (2022), Computers & Industrial Engineering, 108928-108928

Altmetric score is

Continuous Patient State Attention Models

Chauhan VK, Thakur A, O’Donoghue O, Rohanian O & Clifton DA (2022)

Altmetric score is

Adversarial de-confounding in individualised treatment effects estimation

Kumar V, Molaei S, Hoque Tania M, Thakur A, Zhu T et al. (2022), arXiv

Altmetric score is

Exploitation of material consolidation trade-offs in a multi-tier complex supply networks

Chauhan VK, Alomari M, Arney J, Parlikad AK & Brintrup A (2022)

Altmetric score is

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

Chauhan VK, Mak S, Parlikad AK, Alomari M, Casassa L et al. (2022)

Altmetric score is
View all