Nikhil Cherian Kurian

29 papers B 1C 4Journal 12Unranked 12

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Pathogen-X: A Cross-Modal Genomic Feature Trans-Align Network for Enhanced Survival Prediction from Histopathology Images. ISBI Akhila Krishna K, Nikhil Cherian Kurian, Abhijeet Patil, Amruta Parulekar, Pranav Jeevan, Amit Sethi
2024	J	`jnl`	Efficient Quality Control of Whole Slide Pathology Images with Human-in-the-loop Training. CoRR Abhijeet Patil, Harsh Diwakar, Jay Sawant, Nikhil Cherian Kurian, Subhash Yadav, Swapnil Rane, Tripti Bameta, Amit Sethi
2024	—	`conf`	Magnification Invariant Medical Image Analysis: A Comparison of Convolutional Networks, Vision Transformers, and Token Mixers. BIOSTEC (1) Pranav Jeevan, Nikhil Cherian Kurian, Amit Sethi
2024	J	`jnl`	PathoGen-X: A Cross-Modal Genomic Feature Trans-Align Network for Enhanced Survival Prediction from Histopathology Images. CoRR Akhila Krishna K, Nikhil Cherian Kurian, Abhijeet Patil, Amruta Parulekar, Amit Sethi
2023	—	`conf`	EGFR Mutation Prediction of Lung Biopsy Images Using Deep Learning. BIOIMAGING Ravi Kant Gupta, Shivani Nandgaonkar, Nikhil Cherian Kurian, Tripti Bameta, Subhash Yadav, Rajiv Kumar Kaushal, Swapnil Rane, Amit Sethi
2023	—	`conf`	Heterogeneous Graphs Model Spatial Relationship Between Biological Entities for Breast Cancer Diagnosis. GRAIL/OCELOT@MICCAI Akhila Krishna K, Ravi Kant Gupta, Nikhil Cherian Kurian, Pranav Jeevan, Amit Sethi
2023	J	`jnl`	Heterogeneous graphs model spatial relationships between biological entities for breast cancer diagnosis. CoRR Akhila Krishna K, Ravi Kant Gupta, Nikhil Cherian Kurian, Pranav Jeevan, Amit Sethi
2023	B	`conf`	Improved Multi-Step, Multi-Variate, and Spatiotemporal 5G Data Usage Forecasting Without Deploying Data Imputation Techniques. GLOBECOM Nikhil Cherian Kurian, Niraj Kumar
2023	—	`conf`	Improving Mitosis Detection via UNet-Based Adversarial Domain Homogenizer. BIOIMAGING Tirupati Saketh Chandra, Sahar Almahfouz Nasser, Nikhil Cherian Kurian, Amit Sethi
2023	J	`jnl`	Magnification Invariant Medical Image Analysis: A Comparison of Convolutional Networks, Vision Transformers, and Token Mixers. CoRR Pranav Jeevan, Nikhil Cherian Kurian, Amit Sethi
2023	C	`conf`	Robust Semi-Supervised Learning for Histopathology Images Through Self-Supervision Guided Out-of-Distribution Scoring. BIBE Nikhil Cherian Kurian, S. Varsha, Abhijit Patil, Shashikant Khade, Amit Sethi
2023	J	`jnl`	Robust Semi-Supervised Learning for Histopathology Images through Self-Supervision Guided Out-of-Distribution Scoring. CoRR Nikhil Cherian Kurian, S. Varsha, Abhijit Patil, Shashikant Khade, Amit Sethi
2022	J	`jnl`	Author's Reply to "MoNuSAC2020: A Multi-Organ Nuclei Segmentation and Classification Challenge". IEEE Trans. Medical Imaging Ruchika Verma, Neeraj Kumar, Abhijeet Patil, Nikhil Cherian Kurian, Swapnil Rane, Amit Sethi
2022	C	`conf`	Deep Multi-Scale U-Net Architecture and Label-Noise Robust Training Strategies for Histopathological Image Segmentation. BIBE Nikhil Cherian Kurian, Amit Lehan, Gregory Verghese, Nimish Dharamshi, Swati Meena, Mengyuan Li, Fangfang Liu, Cheryl Gillet, Swapnil Rane, Anita Grigoriadis, Amit Sethi
2022	J	`jnl`	Deep Multi-Scale U-Net Architecture and Noise-Robust Training Strategies for Histopathological Image Segmentation. CoRR Nikhil Cherian Kurian, Amit Lohan, Gregory Verghese, Nimish Dharamshi, Swati Meena, Mengyuan Li, Fangfang Liu, Cheryl Gillet, Swapnil Rane, Anita Grigoriadis, Amit Sethi
2022	—	`conf`	Improved Histology Image Classification under Label Noise Via Feature Aggregating Memory Banks. ISBI Nikhil Cherian Kurian, S. Varsha, Akshay Bajpai, Sunil Patel, Amit Sethi
2022	J	`jnl`	Improving Mitosis Detection Via UNet-based Adversarial Domain Homogenizer. CoRR Tirupati Saketh Chandra, Sahar Almahfouz Nasser, Nikhil Cherian Kurian, Amit Sethi
2022	—	`conf`	WSSAMNet: Weakly Supervised Semantic Attentive Medical Image Registration Network. BrainLes@MICCAI (2) Sahar Almahfouz Nasser, Nikhil Cherian Kurian, Mohit Meena, Saqib Shamsi, Amit Sethi
2022	J	`jnl`	WSSAMNet: Weakly Supervised Semantic Attentive Medical Image Registration Network. CoRR Sahar Almahfouz Nasser, Nikhil Cherian Kurian, Saqib Shamsi, Mohit Meena, Amit Sethi
2021	J	`jnl`	A 2021 update on cancer image analytics with deep learning. WIREs Data Mining Knowl. Discov. Nikhil Cherian Kurian, Amit Sethi, Anil Reddy Konduru, Abhishek Mahajan, Swapnil Ulhas Rane
2021	—	`conf`	Domain Generalisation for Mitosis Detection Exploting Preprocessing Homogenizers. MIDOG/MOOD/Learn2Reg@MICCAI Sahar Almahfouz Nasser, Nikhil Cherian Kurian, Amit Sethi
2021	—	`conf`	Fast, Self Supervised, Fully Convolutional Color Normalization Of H&E Stained Images. ISBI Abhijeet Patil, Mohd. Talha, Aniket Bhatia, Nikhil Cherian Kurian, Sammed Mangale, Sunil Patel, Amit Sethi
2021	J	`jnl`	MoNuSAC2020: A Multi-Organ Nuclei Segmentation and Classification Challenge. IEEE Trans. Medical Imaging Ruchika Verma, Neeraj Kumar, Abhijeet Patil, Nikhil Cherian Kurian, Swapnil Rane, Simon Graham, Quoc Dang Vu, Mieke Zwager, Shan-E-Ahmed Raza, Nasir M. Rajpoot, Xiyi Wu, Huai Chen, Yijie Huang, Lisheng Wang, Hyun Jung, G. Thomas Brown, Yanling Liu, Shuolin Liu, Seyed Alireza Fatemi Jahromi, Ali Asghar Khani, Ehsan Montahaei, Mahdieh Soleymani Baghshah, Hamid Behroozi, Pavel Semkin, Alexandr Rassadin, Prasad Dutande, Romil Lodaya, Ujjwal Baid, Bhakti Baheti, Sanjay N. Talbar, Amirreza Mahbod, Rupert Ecker, Isabella Ellinger, Zhipeng Luo, Bin Dong, Zhengyu Xu, Yuehan Yao, Shuai Lv, Ming Feng, Kele Xu, Hasib Zunair, Abdessamad Ben Hamza, Steven M. Smiley, Tang-Kai Yin, Qi-Rui Fang, Shikhar Srivastava, Dwarikanath Mahapatra, Lubomira Trnavska, Hanyun Zhang, Priya Lakshmi Narayanan, Justin Law, Yinyin Yuan, Abhiroop Tejomay, Aditya Mitkari, Dinesh Koka, Vikas Ramachandra, Lata Kini, Amit Sethi
2021	—	`conf`	Robust Classification of Histology Images Exploiting Adversarial Auto Encoders. EMBC Nikhil Cherian Kurian, Gurparkash Singh, Poorvi Hebbar, Shreekanya Kodate, Swapnil Rane, Amit Sethi
2021	—	`conf`	Sample Specific Generalized Cross Entropy for Robust Histology Image Classification. ISBI Nikhil Cherian Kurian, Pragati Shuddhodhan Meshram, Abhijeet Patil, Sunil Patel, Amit Sethi
2020	J	`jnl`	Fast, Self Supervised, Fully Convolutional Color Normalization of H&E Stained Images. CoRR Abhijeet Patil, Mohd. Talha, Aniket Bhatia, Nikhil Cherian Kurian, Sammed Mangale, Sunil Patel, Amit Sethi
2020	C	`conf`	Satellite-Derived Bathymetry Using Deep Convolutional Neural Network. IGARSS Bibin Wilson, Nikhil Cherian Kurian, Anand Singh, Amit Sethi
2019	C	`conf`	Improving Histopathology Classification using Learnable Preprocessing. TENCON Viraf Patrawala, Nikhil Cherian Kurian, Amit Sethi
2016	—	`conf`	Time frequency analysis: A sparse S transform approach. ISPACS Kashyap Patel, Nikhil Cherian Kurian, Nithin V. George