Published in Georisk (Assessment and Management of Risk for Engineered Systems), 2024
Examines traditional and transfer learning methods for classifying coal spoil using close-range imagery.
Recommended citation: Thiruchittampalam S., Shanmugalingam K., Banerjee B., Glenn N.F., Georisk, 2024.
Published in MICCAI MLMI Workshop 2023, 2023
Presented a multimodal and multiplanar MRI approach for prostate segmentation at MICCAI MLMI 2023.
Recommended citation: Shanmugalingam K. et al., MICCAI MLMI Workshop 2023.
Published in DICTA 2023, 2023
Presents a novel 3D U-Net-based model with ensemble pooling for sigmoid colon segmentation in CT images.
Recommended citation: Rahman M.A., Singh S., Shanmugalingam K., Iyer S., Blair A., Ravindran P., Sowmya A., DICTA 2023.
Published in ISBI 2023, 2023
Presented a urethra segmentation method with multiplanar MRI for prostate surgery risk reduction.
Published in WACV 2023, 2023
Introduces a triplet mining strategy to improve triplet loss stability for person re-identification.
Recommended citation: Ghosh A., Shanmugalingam K., Lin W.-Y., WACV 2023.
Published in MIDL 2022, 2022
Proposes an attention-guided deep supervision model for robust prostate MRI segmentation across multiple sites.
Recommended citation: Shanmugalingam K., Sowmya A., Moses D., Meijering E., MIDL 2022.
Published in DICTA 2020, 2020
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Published in DICTA 2019, 2019
This paper focuses the automation process of email classification NLP techniques
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Published in IEEE ICECIE 2019, 2019
This paper is published as Undegraduate Final Year project
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