Balamurali Murugesan

Employment

• Healthcare Technology Innovation Centre
  2016 - 2021

Education

Education history is unavailable.

Projects & Funding

Projects & funding information is unavailable.

Publications (23)

• Neighbor-aware calibration of segmentation networks with penalty-based constraints
  Medical Image Analysis 2025 DOI: 10.1016/j.media.2025.103501
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• Robust Calibration of Large Vision-Language Adapters
  2025 DOI: 10.1007/978-3-031-72691-0_9
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• Class and Region-Adaptive Constraints for Network Calibration
  2024 DOI: 10.1007/978-3-031-72111-3_6
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• Calibrating segmentation networks with margin-based label smoothing
  Balamurali Murugesan, Bingyuan Liu, Adrián Galdrán +2 more
  Medical Image Analysis 2023 DOI: 10.1016/j.media.2023.102826
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• Trust Your Neighbours: Penalty-Based Constraints for Model Calibration
  2023 DOI: 10.1007/978-3-031-43898-1_55
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• A context based deep learning approach for unbalanced medical image segmentation
  2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI) 2020
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• AutoSyncoder: An Adversarial AutoEncoder Framework for Multimodal MRI Synthesis
  Machine Learning for Medical Image Reconstruction 2020
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• DC-WCNN: A Deep Cascade of Wavelet Based Convolutional Neural Networks for MR Image Reconstruction
  2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI) 2020
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• Dual-Encoder-Unet For Fast Mri Reconstruction
  2020 IEEE 17th International Symposium on Biomedical Imaging Workshops (ISBI Workshops) 2020
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• Interpreting Deep Neural Networks for Single-Lead ECG Arrhythmia Classification
  2020 42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2020
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• KD-MRI: A knowledge distillation framework for image reconstruction and image restoration in MRI workflow
  Medical Imaging with Deep Learning 2020
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• MAC-ReconNet: A Multiple Acquisition Context based Convolutional Neural Network for MR Image Reconstruction using Dynamic Weight Prediction
  Medical Imaging with Deep Learning 2020
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• MRI Super-Resolution using Laplacian Pyramid Convolutional Neural Networks with Isotropic Undecimated Wavelet Loss
  2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) 2020
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• REFUGE Challenge: A unified framework for evaluating automated methods for glaucoma assessment from fundus photographs
  Medical Image Analysis 2020 DOI: https://doi.org/10.1016/j.media.2019.101570
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• RPnet: A Deep Learning approach for robust R Peak detection in noisy ECG
  2020 42nd Annual International Conference of the IEEE Engineering in Medicine Biology Society (EMBC) 2020
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• Conv-MCD: A Plug-and-Play Multi-task Module for Medical Image Segmentation
  Balamurali Murugesan, Kaushik Sarveswaran, Sharath M Shankaranarayana +3 more
  2019 DOI: 10.1007/978-3-030-32692-0_34
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• Conv-MCD: A Plug-and-Play Multi-task Module for Medical Image Segmentation
  Machine Learning in Medical Imaging 2019
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• Deep Network for Capacitive ECG Denoising
  2019 IEEE International Symposium on Medical Measurements and Applications (MeMeA) 2019
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• Deep detection and classification of mitotic figures
  Medical Imaging 2019: Digital Pathology 2019
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• Psi-Net: Shape and boundary aware joint multi-task deep network for medical image segmentation
  2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2019
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