Recent publications
Article
Vu, QD, Rajpoot, K, Raza, SEA & Rajpoot, N 2023, 'Handcrafted histological transformer (H2T): unsupervised representation of whole slide images', Medical Image Analysis, vol. 85, 102743. https://doi.org/10.1016/j.media.2023.102743
O’Shea, C, Winter, J, Kabir, SN, O’Reilly, M, Wells, SP, Baines, O, Sommerfeld, LC, Correia, J, Lei, M, Kirchhof, P, Holmes, AP, Fabritz, L, Rajpoot, K & Pavlovic, D 2022, 'High resolution optical mapping of cardiac electrophysiology in pre-clinical models', Scientific Data, vol. 9, no. 1, 135. https://doi.org/10.1038/s41597-022-01253-1
Ziafat, N, Ahmad, HF, Fatima, I, Zia, M, Alhumam, A & Rajpoot, K 2021, 'Correct pronunciation detection of the arabic alphabet using deep learning', Applied Sciences (Switzerland), vol. 11, no. 6, 2508. https://doi.org/10.3390/app11062508
Liaqat, M, Khan, S, Younis, MS, Majid, M & Rajpoot, K 2019, 'Applying uncertain frequent pattern mining to improve ranking of retrieved images', Applied Intelligence, vol. 49, no. 8, pp. 2982-3001. https://doi.org/10.1007/s10489-019-01412-9
O’shea, C, Holmes, AP, Winter, J, Correia, J, Ou, X, Dong, R, He, S, Kirchhof, P, Fabritz, L, Rajpoot, K & Pavlovic, D 2019, 'Cardiac optogenetics and optical mapping – overcoming spectral congestion in all-optical cardiac electrophysiology', Frontiers in Physiology, vol. 10, no. MAR, 182. https://doi.org/10.3389/fphys.2019.00182
O'Shea, C, Holmes, A, Yu, TY, Winter, J, Wells, S, Correia, J, Boukens, BJ, de Groot, J, Chu, GS, Li, X, Ng, GA, Kirchhof, P, Fabritz, L, Rajpoot, K & Pavlovic, D 2019, 'ElectroMap: High-throughput open-source software for analysis and mapping of cardiac electrophysiology', Scientific Reports, vol. 9, no. 1, 1389. https://doi.org/10.1038/s41598-018-38263-2
O'Shea, C, Pavlovic, D, Rajpoot, K & Winter, J 2019, 'Examination of the effects of conduction slowing on the upstroke of the optically recorded action potentials', Frontiers in Physiology, vol. 10, 1295, pp. 1-11. https://doi.org/10.3389/fphys.2019.01295
O'Shea, C, Holmes, AP, Yu, TY, Winter, J, Wells, SP, Parker, BA, Fobian, D, Johnson, DM, Correia, J, Kirchhof, P, Fabritz, L, Rajpoot, K & Pavlovic, D 2019, 'High-throughput analysis of optical mapping data using Electromap', Journal of Visualized Experiments , no. 148, e59663. https://doi.org/10.3791/59663
O'Shea, C, Winter, J, Holmes, AP, Johnson, DM, Correia, JN, Kirchhof, P, Fabritz, L, Rajpoot, K & Pavlovic, D 2019, 'Temporal irregularity quantification and mapping of optical action potentials using wave morphology similarity', Progress in Biophysics and Molecular Biology. https://doi.org/10.1016/j.pbiomolbio.2019.12.004
Masania, J, Faustmann, G, Anwar, A, Hafner-Giessauf, H, Rajpoot, N, Grabher, J, Rajpoot, K, Tiran, B, Obermayer-Pietsch, B, Winklhofer-Roob, BM, Roob, JM, Rabbani, N & Thornalley, PJ 2019, 'Urinary Metabolomic Markers of Protein Glycation, Oxidation, and Nitration in Early-Stage Decline in Metabolic, Vascular, and Renal Health', Oxidative medicine and cellular longevity, vol. 2019, 4851323. https://doi.org/10.1155/2019/4851323
Anwar, A, Rajpoot, K, Abruzzo, PM, Pasha, S, Bolotta, A, Ghezzo, A, Marini, M, Posar, A, Visconti, P, Thornalley, PJ & Rabbani, N 2018, 'Advanced glycation endproducts, dityrosine and arginine transporter dysfunction in autism - a source of biomarkers for clinical diagnosis', Molecular Autism, vol. 9, 3. https://doi.org/10.1186/s13229-017-0183-3
Fatima, I, Mukhtar, H, Ahmad, HF & Rajpoot, K 2018, 'Analysis of user-generated content from online social communities to characterise and predict depression degree', Journal of Information Science, vol. 44, no. 5, pp. 683-695. https://doi.org/10.1177/0165551517740835
Legrand, C, Ahmed, U, Anwar, A, Rajpoot, K, Pasha, S, Lambert, C, Davidson, RK, Clark, IM, Thornalley, PJ, Henrotin, Y & Rabbani, N 2018, 'Glycation marker glucosepane increases with the progression of osteoarthritis and correlates with morphological and functional changes of cartilage in vivo', Arthritis Research & Therapy, vol. 20, 131. https://doi.org/10.1186/s13075-018-1636-6
Conference contribution
Alduayj, SS & Rajpoot, K 2019, Predicting Employee Attrition using Machine Learning. in Proceedings of the 2018 13th International Conference on Innovations in Information Technology, IIT 2018., 8605976, Proceedings of the 2018 13th International Conference on Innovations in Information Technology, IIT 2018, Institute of Electrical and Electronics Engineers (IEEE), pp. 93-98, 13th International Conference on Innovations in Information Technology, IIT 2018, Al Ain, United Arab Emirates, 18/11/18. https://doi.org/10.1109/INNOVATIONS.2018.8605976
Short survey
O'Shea, C, Kabir, SN, Holmes, AP, Lei, M, Fabritz, L, Rajpoot, K & Pavlovic, D 2020, 'Cardiac optical mapping – state-of-the-art and future challenges', International Journal of Biochemistry and Cell Biology, vol. 126, 105804. https://doi.org/10.1016/j.biocel.2020.105804
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