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2025

Chauhan, Vinod Kumar and Clifton, Lei and Nigam, Gaurav and Clifton, David A.; (2025) Individualised treatment effects estimation with composite treatments and composite outcomes. In: 2025 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) . IEEE, DNK. ISBN 9798331586188

Chauhan, Vinod Kumar and Dhami, Devendra Singh and Gao, Boyan and Wang, Xin and Clifton, Lei and Clifton, David A (2025) Beyond correlations : the necessity and the challenges of causal AI. Other. TechRxiv, Piscataway, N.J..

Chauhan, Vinod Kumar and Clifton, Lei and Salaün, Achille and Lu, Huiqi Yvonne and Branson, Kim and Schwab, Patrick and Nigam, Gaurav and Clifton, David A. (2025) Sample selection bias in machine learning for healthcare. ACM Transactions on Computing for Healthcare, 6 (4). pp. 1-24. 52. ISSN 2637-8051

2024

Molaei, Soheila and Niknam, Ghazaleh and Ghosheh, Ghadeer O. and Chauhan, Vinod Kumar and Zare, Hadi and Zhu, Tingting and Pan, Shirui and Clifton, David A. (2024) Temporal dynamics unleashed : elevating variational graph attention. Knowledge-Based Systems, 299. 112110. ISSN 0950-7051

Molaei, Soheila and Bousejin, Nima Ghanbari and Ghosheh, Ghadeer O. and Thakur, Anshul and Chauhan, Vinod Kumar and Zhu, Tingting and Clifton, David A. (2024) CliqueFluxNet : unveiling EHR insights with stochastic edge fluxing and maximal clique utilisation using graph neural networks. Journal of Healthcare Informatics Research, 8 (3). pp. 555-575. ISSN 2509-498X

Chou, Oscar Hou In and Chauhan, Vinod Kumar and Chung, Cheuk To Skylar and Lu, Lei and Lee, Teddy Tai Loy and Ng, Zita Man Wai and Wang, Karin Kai Wing and Lee, Sharen and Liu, Haipeng and Pang, Ronald Ting Kai and Kaewdech, Apichat and Cheung, Bernard Man Yung and Tse, Gary and Zhou, Jiandong (2024) Comparative effectiveness of sodium-glucose cotransporter-2 inhibitors for new-onset gastric cancer and gastric diseases in patients with type 2 diabetes mellitus : a population-based cohort study. Gastric Cancer, 27 (5). pp. 947-970. ISSN 1436-3305

Chauhan, Vinod Kumar and Zhou, Jiandong and Lu, Ping and Molaei, Soheila and Clifton, David A. (2024) A brief review of hypernetworks in deep learning. Artificial Intelligence Review, 57 (9). 250. ISSN 1573-7462

Chauhan, Vinod Kumar and Bass, Mark and Parlikad, Ajith Kumar and Brintrup, Alexandra (2024) Trolley optimisation for loading printed circuit board components. Operations Research Forum, 5 (3). 72. ISSN 2662-2556

Chauhan, Vinod Kumar and Thakur, Anshul and O’Donoghue, Odhran and Rohanian, Omid and Molaei, Soheila and Clifton, David A. (2024) Continuous patient state attention model for addressing irregularity in electronic health records. BMC Medical Informatics and Decision Making, 24 (1). 117. ISSN 1472-6947

Chauhan, Vinod Kumar and Zhou, Jiandong and Ghosheh, Ghadeer and Molaei, Soheila and Clifton, David A. (2024) Dynamic inter-treatment information sharing for individualized treatment effects estimation. Proceedings of Machine Learning Research, 238. pp. 3529-3537. ISSN 2640-3498

Singh, Sukhdeep and Sharma, Anuj and Chauhan, Vinod Kumar (2024) Gtagcn : Generalized Topology Adaptive Graph Convolutional Networks. Other. arXiv.

2023

Chauhan, Vinod Kumar and Alomari, Muhannad and Arney, James and Parlikad, Ajith Kumar and Brintrup, Alexandra (2023) Exploitation of material consolidation trade-offs in multi-tier complex supply networks. Supply Chain Analytics, 4. 100050. ISSN 2949-8635

Rohanian, Omid and Jauncey, Hannah and Nouriborji, Mohammadmahdi and Chauhan, Vinod Kumar and Gonçalves, Bronner P. and Kartsonaki, Christiana and Merson, Laura and Clifton, David ISARIC Clinical Characterisation Group (2023) Using Bottleneck Adapters to Identify Cancer in Clinical Notes under Low-Resource Constraints. In: BioNLP 2023 - BioNLP and BioNLP-ST, Proceedings of the Workshop. Proceedings of the Annual Meeting of the Association for Computational Linguistics . Association for Computational Linguistics (ACL), CAN, pp. 62-78. ISBN 9781959429852

Khodadadi, Atieh and Ghanbari Bousejin, Nima and Molaei, Soheila and Kumar Chauhan, Vinod and Zhu, Tingting and Clifton, David A. (2023) Improving diagnostics with deep forest applied to electronic health records. Sensors, 23 (14). 6571. ISSN 1424-8220

Chauhan, Vinod Kumar and Ledwoch, Anna and Brintrup, Alexandra and Herrera, Manuel and Giannikas, Vaggelis and Stojkovic, Goran and Mcfarlane, Duncan (2023) Network science approach for identifying disruptive elements of an airline. Data Science and Management, 6 (2). pp. 110-121. ISSN 2666-7649

Chauhan, Vinod Kumar and Molaei, Soheila and Tania, Marzia Hoque and Thakur, Anshul and Zhu, Tingting and Clifton, David A. (2023) Adversarial de-confounding in individualised treatment effects estimation. Proceedings of Machine Learning Research, 206. pp. 837-849. ISSN 2640-3498

2021

Chauhan, Vinod Kumar and Sharma, Anuj and Dahiya, Kalpana (2021) LIBS2ML : a library for scalable second order machine learning algorithms. Software Impacts, 10. 100123. ISSN 2665-9638

Singh, Sukhdeep and Sharma, Anuj and Chauhan, Vinod Kumar (2021) Online handwritten Gurmukhi word recognition using fine-tuned Deep Convolutional Neural Network on offline features. Machine Learning with Applications, 5. 100037. ISSN 2666-8270