Nikhil Cherian Kurian
Indian Institute of Technology Bombay
H-index: 8
Asia-India
Top articles of Nikhil Cherian Kurian
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Magnification Invariant Medical Image Analysis: A Comparison of Convolutional Networks, Vision Transformers, and Token Mixers | arXiv preprint arXiv:2302.11488 | Pranav Jeevan Nikhil Cherian Kurian Amit Sethi | 2023/2/22 |
Heterogeneous graphs model spatial relationships between biological entities for breast cancer diagnosis | arXiv preprint arXiv:2307.08132 | Ravi Kant Gupta Nikhil Cherian Kurian Pranav Jeevan Amit Sethi | 2023/7/16 |
Improved Multi-Step, Multi-Variate, and Spatiotemporal 5G Data Usage Forecasting Without Deploying Data Imputation Techniques | Nikhil Cherian Kurian Niraj Kumar | 2023/12/4 | |
Efficient quality control of whole slide pathology images with human-in-the-loop training | Journal of Pathology Informatics | Abhijeet Patil Harsh Diwakar Jay Sawant Nikhil Cherian Kurian Subhash Yadav | 2023/1/1 |
Abstract P5-01-01: Multiscale Deep Learning framework to capture systemic immune features in lymph nodes predictive of triple negative breast cancer outcome | Cancer Research | Gregory Verghese Mengyuan Li Fangfang Liu Amit Lohan Nikhil Cherian | 2023/3/1 |
Robust Semi-Supervised Learning for Histopathology Images Through Self-Supervision Guided Out-of-Distribution Scoring | Nikhil Cherian Kurian S Varsha Abhijit Patil Shashikant Khade Amit Sethi | 2023/12/4 | |
Multiscale deep learning framework captures systemic immune features in lymph nodes predictive of triple negative breast cancer outcome in large‐scale studies | The Journal of Pathology | Gregory Verghese Mengyuan Li Fangfang Liu Amit Lohan Nikhil Cherian Kurian | 2023/8 |
Wssamnet: Weakly supervised semantic attentive medical image registration network | arXiv preprint arXiv:2203.07114 | Sahar Almahfouz Nasser Nikhil Cherian Kurian Saqib Shamsi Mohit Meena Amit Sethi | 2022/3/5 |
Author’s reply to “MoNuSAC2020: A multi-organ nuclei segmentation and classification challenge” | IEEE Transactions on Medical Imaging | Ruchika Verma Neeraj Kumar Abhijeet Patil Nikhil Cherian Kurian Swapnil Rane | 2022/4/1 |
A deep learning pipeline to capture the prognostic immune responses in lymph nodes of breast cancer patients | Cancer Research | Gregory Verghese Mengyuan Li Amit Lohan Nikhil Cherian Swapnil Rane | 2022/6/15 |
Cautious artificial intelligence improves outcomes and trust by flagging outlier cases | JCO Clinical Cancer Informatics | Abhiraj S Kanse Nikhil C Kurian Himanshu P Aswani Zakia Khan Peter H Gann | 2022/10 |
Biomedical Image Registration, Domain Generalisation and Out-of-Distribution Analysis: MICCAI 2021 Challenges: MIDOG 2021, MOOD 2021, and Learn2Reg 2021, Held in Conjunction … | Marc Aubreville David Zimmerer Mattias Heinrich | 2022/3/1 | |
Domain Generalisation for Mitosis Detection Exploting Preprocessing Homogenizers | NC KURIAN A SETHI | 2022 | |
Multi-Modal Information Fusion for Classification of Kidney Abnormalities | S Varsha Sahar Almahfouz Nasser Gouranga Bala Nikhil Cherian Kurian Amit Sethi | 2022/3/28 | |
Improving Mitosis Detection Via UNet-based Adversarial Domain Homogenizer | arXiv preprint arXiv:2209.09193 | Tirupati Saketh Chandr Sahar Almahfouz Nasser Nikhil Cherian Kurian Amit Sethi | 2022/9/15 |
Deep multi-scale U-Net architecture and label-noise robust training strategies for histopathological image segmentation | Nikhil Cherian Kurian Amit Lehan Gregory Verghese Nimish Dharamshi Swati Meena | 2022/11/7 | |
EGFR Mutation Prediction of Lung Biopsy Images using Deep Learning | arXiv preprint arXiv:2208.12506 | Ravi Kant Gupta Shivani Nandgaonkar Nikhil Cherian Kurian Swapnil Rane Amit Sethi | 2022/8/26 |
Improved histology image classification under label noise via feature aggregating memory banks | Nikhil Cherian Kurian S Varsha Akshay Bajpai Sunil Patel Amit Sethi | 2022/3/28 | |
Abstract PO-014: Deep learning-based segmentation accurately captures histological features in cancer-free lymph nodes of breast cancer patients | Clinical Cancer Research | Gregory Verghese Anita Grigoriadis Amit Sethi Amit Lohan Nikhil Cherian | 2021/3/1 |
Sample specific generalized cross entropy for robust histology image classification | Nikhil Cherian Kurian Pragati Shuddhodhan Meshram Abhijeet Patil Sunil Patel Amit Sethi | 2021/4/13 |
Co-Authors
