Published in GitHub, 2025
An evaluation framework for voice AI pipelines that benchmarks STT, TTS, and LLM combinations across accuracy, latency, and voice quality metrics.
Recommended citation: Paknezhad, M. "Voice AI Stack Evaluation: A Comprehensive Benchmarking Framework for Voice Assistant Pipelines." GitHub. (2025). https://github.com/MahsaPaknezhad/VoiceAIStackEvaluation
Published in Artificial Intelligence for Geological Modelling and Mapping (AI-GMM) conference, 2024
Recommended citation: Paknezhad, M., Maughan J. Carmichael T. " Enhancing Geological Mapping through Latent Diffusion Inpainting of Surface Infrastructure Artefacts in Remote Sensing Imagery. " AI-GMM. (2024). http://MahsaPaknezhad.github.io/files/Inpainting.pdf
Published in Neural Networks, 2023
Recommended citation: Paknezhad, M., Rengarajan, H., Yuan, C., Ramasamy, S., Gupta, M., Suresh, S., Lee H. K. " PaRT: Parallel Learning Towards Robust and Transparent AI. " Neural Network. (2023). http://MahsaPaknezhad.github.io/files/PaRT.pdf
Published in Neurocomputing, 2022
Recommended citation: Paknezhad, M., Ngo, C. P., Winarto, A. A., Cheong, A., Beh, C. Y., Wu, J., Lee, H. K. " Explaining adversarial vulnerability by a data sparsity hypothesis. " Neurocomputing. (2022). http://MahsaPaknezhad.github.io/files/ExplainingAdversarialVulnerability.pdf
Published in European Conference on Biomedical Optics, 2021
Recommended citation: Li, X., Park, S., Paknezhad, M., Attia, A.B.E., Weng, Y.Y., Guan, S.T.T., Lee, H.K. and Olivo, M. " Atopic dermatitis classification models of 3D optoacoustic mesoscopic images. " In European Conference on Biomedical Optics (pp. ETu5B-7). Optical Society of America. (2021).
Published in Biomedical Optics Express, 2021
Recommended citation: Park, S., Saw, S. N., Li, X., Paknezhad, M., Coppola, D., Dinish, U. S., ... & Olivo, M. " Model learning analysis of 3D optoacoustic mesoscopy images for the classification of atopic dermatitis. " Biomedical Optics Express. 12(6), 3671-3683, (2021). http://MahsaPaknezhad.github.io/files/RSOM.pdf
Published in Plos One, 2020
Recommended citation: Akram, F., Koh, P. E., Wang, F., Zhou, S., Tan, S. H., Paknezhad, M., ... & Sommat, K. " Exploring MRI based radiomics analysis of intratumoral spatial heterogeneity in locally advanced nasopharyngeal carcinoma treated with intensity modulated radiotherapy. " Plos one. 15(10), e0240043, (2020). http://MahsaPaknezhad.github.io/files/IntratumorHeterogeneity.pdf
Published in BMC Bioinformatics, 2020
Recommended citation: Paknezhad, M., Loh, S. Y. M. , Choudhury, Y., Koh, V. K. C., Yong, T. T. K., Tan, H . S. " Regional Registration of Whole Slide Image Stacks Containing Major Histological Artefacts. " BMC Bioinformatics. 21 (1), 1-20 (2020). http://MahsaPaknezhad.github.io/files/WSIRegistration.pdf
Published in Computer Methods and Programs in Biomedicine, 2020
Recommended citation: Paknezhad, M., Brown, M.S. and Marchesseau, S. " Improved tagged cardiac MRI myocardium strain analysis by leveraging cine segmentation. " Computer Methods and Programs in Biomedicine. 184, 105128 (2020). http://MahsaPaknezhad.github.io/files/TaggedMRISegmentation.pdf
Published in Plos One, 2017
Recommended citation: Chu, A.H., Ng, S.H., Paknezhad, M. , Gauterin, A., Koh, D., Brown, M. S. and Muller-Riemenschneider, F. " Comparison of wrist-worn Fitbit Flex and waist-worn ActiGraph for measuring steps in free-living adults. " PloS one. 12(2) (2017). http://MahsaPaknezhad.github.io/files/FitbitVsActigraph.pdf
Published in MICCAI, 2016
Recommended citation: Paknezhad, M., Brown, M.S. and Marchesseau, S. " Basal slice detection using long-axis segmentation for cardiac analysis. " International Conference on Medical Image, Computing and Computer-Assisted Intervention (MICCAI). 273 - 281 (2016). http://MahsaPaknezhad.github.io/files/BasalSliceSelection.pdf
Published in Journal of Medical Imaging, 2016
Recommended citation: Paknezhad, M., Marchesseau, S. and Brown, M.S. " Automatic basal slice detection for cardiac analysis. " Journal of Medical Imaging. 3(3) (2016). http://MahsaPaknezhad.github.io/files/AutomaticBasalSliceDetection.pdf