Vaanathi Sundaresan
Indian Institute of Science Bangalore(IN)
Publications by Year
Research Areas
Medical Image Segmentation Techniques, Advanced Neuroimaging Techniques and Applications, Brain Tumor Detection and Classification, Acute Ischemic Stroke Management, Intracerebral and Subarachnoid Hemorrhage Research
Most-Cited Works
- → BIANCA (Brain Intensity AbNormality Classification Algorithm): A new tool for automated segmentation of white matter hyperintensities(2016)435 cited
- → Triplanar ensemble U-Net model for white matter hyperintensities segmentation on MR images(2021)69 cited
- → Challenges for machine learning in clinical translation of big data imaging studies(2022)57 cited
- → Automated characterization of the fetal heart in ultrasound images using fully convolutional neural networks(2017)51 cited
- → Automated lesion segmentation with BIANCA: Impact of population-level features, classification algorithm and locally adaptive thresholding(2019)43 cited
- → Comparison of domain adaptation techniques for white matter hyperintensity segmentation in brain MR images(2021)36 cited
- → White matter hyperintensities classified according to intensity and spatial location reveal specific associations with cognitive performance(2021)25 cited
- → Integrating large-scale neuroimaging research datasets: Harmonisation of white matter hyperintensity measurements across Whitehall and UK Biobank datasets(2021)17 cited
- Brain tumour segmentation using a triplanar ensemble of U-Nets on MR images(2021)
- → A 2-Step Deep Learning Method with Domain Adaptation for Multi-Centre, Multi-Vendor and Multi-Disease Cardiac Magnetic Resonance Segmentation(2021)16 cited