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Nikhil Cherian Kurian
Nikhil Cherian Kurian
Australian Institute for Machine learning, University of Adelaide
Verified email at adelaide.edu.au - Homepage
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Year
MoNuSAC2020: A multi-organ nuclei segmentation and classification challenge
R Verma, N Kumar, A Patil, NC Kurian, S Rane, S Graham, QD Vu, ...
IEEE Transactions on Medical Imaging 40 (12), 3413-3423, 2021
1122021
Robust active noise control: An information theoretic learning approach
NC Kurian, K Patel, NV George
Applied Acoustics 117, 180-184, 2017
492017
Deep learning to estimate human epidermal growth factor receptor 2 status from hematoxylin and eosin-stained breast tissue images
D Anand, NC Kurian, S Dhage, N Kumar, S Rane, PH Gann, A Sethi
Journal of pathology informatics 11 (1), 19, 2020
442020
Multi-organ nuclei segmentation and classification challenge 2020
R Verma, N Kumar, A Patil, NC Kurian, S Rane, A Sethi
IEEE transactions on medical imaging 39 (1380-1391), 8, 2020
332020
Fast, self supervised, fully convolutional color normalization of h&e stained images
A Patil, M Talha, A Bhatia, NC Kurian, S Mangale, S Patel, A Sethi
2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 1563-1567, 2021
162021
Satellite-derived bathymetry using deep convolutional neural network
B Wilson, NC Kurian, A Singh, A Sethi
IGARSS 2020-2020 IEEE International Geoscience and Remote Sensing Symposium …, 2020
132020
A 2021 update on cancer image analytics with deep learning
N Cherian Kurian, A Sethi, A Reddy Konduru, A Mahajan, SU Rane
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 11 (4 …, 2021
112021
Sample specific generalized cross entropy for robust histology image classification
NC Kurian, PS Meshram, A Patil, S Patel, A Sethi
2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 1934-1938, 2021
102021
Deep multi-scale U-Net architecture and label-noise robust training strategies for histopathological image segmentation
NC Kurian, A Lehan, G Verghese, N Dharamshi, S Meena, M Li, F Liu, ...
2022 IEEE 22nd International Conference on Bioinformatics and Bioengineering …, 2022
62022
Time frequency analysis: a sparse S transform approach
K Patel, NC Kurian, NV George
2016 International Symposium on Intelligent Signal Processing and …, 2016
52016
Multiscale deep learning framework captures systemic immune features in lymph nodes predictive of triple negative breast cancer outcome in large‐scale studies
G Verghese, M Li, F Liu, A Lohan, NC Kurian, S Meena, P Gazinska, ...
The Journal of Pathology 260 (4), 376-389, 2023
42023
Efficient quality control of whole slide pathology images with human-in-the-loop training
A Patil, H Diwakar, J Sawant, NC Kurian, S Yadav, S Rane, T Bameta, ...
Journal of Pathology Informatics 14, 100306, 2023
42023
Cautious artificial intelligence improves outcomes and trust by flagging outlier cases
AS Kanse, NC Kurian, HP Aswani, Z Khan, PH Gann, S Rane, A Sethi
JCO Clinical Cancer Informatics 6, e2200067, 2022
32022
Domain generalisation for mitosis detection exploting preprocessing homogenizers
S Almahfouz Nasser, NC Kurian, A Sethi
International Conference on Medical Image Computing and Computer-Assisted …, 2021
32021
Author’s reply to “MoNuSAC2020: A multi-organ nuclei segmentation and classification challenge”
R Verma, N Kumar, A Patil, NC Kurian, S Rane, A Sethi
IEEE Transactions on Medical Imaging 41 (4), 1000-1003, 2022
22022
Improved histology image classification under label noise via feature aggregating memory banks
NC Kurian, S Varsha, A Bajpai, S Patel, A Sethi
2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI), 1-5, 2022
22022
Biomedical Image Registration, Domain Generalisation and Out-of-Distribution Analysis: MICCAI 2021 Challenges: MIDOG 2021, MOOD 2021, and Learn2Reg 2021, Held in Conjunction …
M Aubreville, D Zimmerer, M Heinrich
Springer Nature, 2022
22022
EGFR Mutation Prediction of Lung Biopsy Images using Deep Learning
RK Gupta, S Nandgaonkar, NC Kurian, S Rane, A Sethi
arXiv preprint arXiv:2208.12506, 2022
12022
A deep learning pipeline to capture the prognostic immune responses in lymph nodes of breast cancer patients
G Verghese, M Li, A Lohan, N Cherian, S Rane, F Liu, A Shah, ...
Cancer Research 82 (12_Supplement), 6233-6233, 2022
12022
Multi-Modal Information Fusion for Classification of Kidney Abnormalities
S Varsha, SA Nasser, G Bala, NC Kurian, A Sethi
2022 IEEE International Symposium on Biomedical Imaging Challenges (ISBIC), 1-4, 2022
12022
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