By Dr Raktim Kumar Mondol

Journal articles

Mondol RK; Millar EKA; Graham PH; Browne L; Sowmya A; Meijering E, 2025, 'GRAPHITE: Graph-based interpretable tissue examination for enhanced explainability in breast cancer histopathology', Computers in Biology and Medicine, 197, http://dx.doi.org/10.1016/j.compbiomed.2025.111106

Mondol RK; Millar EKA; Sowmya A; Meijering E, 2024, 'BioFusionNet: Deep Learning-Based Survival Risk Stratification in ER+ Breast Cancer Through Multifeature and Multimodal Data Fusion', IEEE Journal of Biomedical and Health Informatics, 28, pp. 5290 - 5302, http://dx.doi.org/10.1109/JBHI.2024.3418341

Mondol RK; Millar EKA; Graham PH; Browne L; Sowmya A; Meijering E, 2023, 'hist2RNA: An Efficient Deep Learning Architecture to Predict Gene Expression from Breast Cancer Histopathology Images', Cancers, 15, http://dx.doi.org/10.3390/cancers15092569

Mondol RK; Truong ND; Reza M; Ippolito S; Ebrahimie E; Kavehei O, 2022, 'AFExNet: An Adversarial Autoencoder for Differentiating Breast Cancer Sub-Types and Extracting Biologically Relevant Genes', IEEE ACM Transactions on Computational Biology and Bioinformatics, 19, pp. 2060 - 2070, http://dx.doi.org/10.1109/TCBB.2021.3066086

Conference Papers

Mondol RK; Millar EKA; Sowmya A; Meijering E, 2024, 'MM-Survnet: Deep Learning-Based Survival Risk Stratification in Breast Cancer Through Multimodal Data Fusion', in Proceedings International Symposium on Biomedical Imaging, http://dx.doi.org/10.1109/ISBI56570.2024.10635810

Hassan A; Hasan Z; Mondol RK, 2015, 'Analytical formulation of graphene nanoribbon varactor diode', in 2015 International Conference on Advances in Computer Engineering and Applications, IEEE, pp. 993 - 996, presented at 2015 International Conference on Advances in Computer Engineering and Applications (ICACEA), 19 March 2015 - 20 March 2015, http://dx.doi.org/10.1109/icacea.2015.7164851

Hassan A; Mondol RK; Jafar IB; Shahin MZI, 2015, 'Theoretical modeling of current measurement in nanoscale device considering Green's function formalism', in 2015 International Conference on Advances in Computer Engineering and Applications, IEEE, pp. 988 - 992, presented at 2015 International Conference on Advances in Computer Engineering and Applications (ICACEA), 19 March 2015 - 20 March 2015, http://dx.doi.org/10.1109/icacea.2015.7164850

Mondol RK; Hassan A; Hasan R, 2015, 'Quantum capacitance in strained armchair Graphene nanoribbon considering Edge effect', in 2015 IEEE International Conference on Electrical, Computer and Communication Technologies (ICECCT), IEEE, pp. 1 - 5, presented at 2015 IEEE International Conference on Electrical, Computer and Communication Technologies (ICECCT), 05 March 2015 - 07 March 2015, http://dx.doi.org/10.1109/icecct.2015.7225950

Mondol RK; Khan I; Rye AKM; Hassan A, 2015, 'Hardware Architecture Design of Face Recognition System Based on FPGA', Institute of Electrical and Electronics Engineers (IEEE), pp. 1 - 5, presented at 2015 International Conference on Innovations in Information, Embedded and Communication Systems (ICIIECS), http://dx.doi.org/10.1109/iciiecs.2015.7193228

Hasan R; Nandy T; Abedin MI; Hassan A; Mondol RK, 2015, 'Simulation of Carrier Mobility Through Graphene Nanoribbon Based DNA Sensor', Institute of Electrical and Electronics Engineers (IEEE), pp. 1 - 5, presented at 2015 IEEE International Conference on Electrical, Computer and Communication Technologies (ICECCT), http://dx.doi.org/10.1109/icecct.2015.7225951

Hassan A; Mondol RK; Hasan MR, 2015, 'Computer network design of a company — A simplistic way', in 2015 International Conference on Advanced Computing and Communication Systems, IEEE, pp. 1 - 4, presented at 2015 International Conference on Advanced Computing and Communication Systems (ICACCS), 05 January 2015 - 07 January 2015, http://dx.doi.org/10.1109/icaccs.2015.7324121

Khan I; Mondol RK, 2014, 'FPGA Based Leaf Chlorophyll Estimating Regression Model', Institute of Electrical and Electronics Engineers (IEEE), pp. 1 - 6, presented at The 8th International Conference on Software, Knowledge, Information Management and Applications (SKIMA 2014), http://dx.doi.org/10.1109/skima.2014.7083557

Saha S; Hossain M; Alam N; Mondol RK, 2014, 'Fuzzy Logic Analysis of Knitted Fabrics Spirality', Institute of Electrical and Electronics Engineers (IEEE), pp. 1 - 5, presented at Fifth International Conference on Computing, Communications and Networking Technologies (ICCCNT), http://dx.doi.org/10.1109/icccnt.2014.6963109

Khan I; Mondol RK; Zamee MA; Tarique TA, 2014, 'Hardware Architecture Design Of Anemia Detecting Regression Model Based On FPGA', Institute of Electrical and Electronics Engineers (IEEE), pp. 1 - 5, presented at 2014 International Conference on Informatics, Electronics & Vision (ICIEV), http://dx.doi.org/10.1109/iciev.2014.6850814

Preprints

Mondol RK; Millar EKA; Graham PH; Browne L; Sowmya A; Meijering E, 2025, GRAPHITE: Graph-Based Interpretable Tissue Examination for Enhanced Explainability in Breast Cancer Histopathology, http://dx.doi.org/10.48550/arxiv.2501.04206

Mondol RK; Millar EKA; Sowmya A; Meijering E, 2024, BioFusionNet: Deep Learning-Based Survival Risk Stratification in ER+ Breast Cancer Through Multifeature and Multimodal Data Fusion, http://dx.doi.org/10.48550/arxiv.2402.10717

Mondol RK; Millar EKA; Sowmya A; Meijering E, 2024, MM-SurvNet: Deep Learning-Based Survival Risk Stratification in Breast Cancer Through Multimodal Data Fusion, http://dx.doi.org/10.48550/arxiv.2402.11788

Mondol RK; Millar EKA; Graham PH; Browne L; Sowmya A; Meijering E, 2023, hist2RNA: An efficient deep learning architecture to predict gene expression from breast cancer histopathology images, http://dx.doi.org/10.48550/arxiv.2304.04507

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