Korsuk Sirinukunwattana

32 papers Journal 12Unranked 19

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Self-interactive learning: Fusion and evolution of multi-scale histomorphology features for molecular traits prediction in computational pathology. Medical Image Anal. Yang Hu, Korsuk Sirinukunwattana, Bin Li, Kezia Gaitskell, Enric Domingo, Willem Bonnaffé, Marta Wojciechowska, Ruby Wood, Nasullah Khalid Alham, Stefano Malacrino, Dan J. Woodcock, Clare Verrill, Ahmed Ahmed, Jens Rittscher
2023	—	`conf`	Joint Prediction of Response to Therapy, Molecular Traits, and Spatial Organisation in Colorectal Cancer Biopsies. MICCAI (5) Ruby Wood, Enric Domingo, Korsuk Sirinukunwattana, Maxime W. Lafarge, Viktor H. Koelzer, Timothy S. Maughan, Jens Rittscher
2022	—	`conf`	A Graph Based Neural Network Approach to Immune Profiling of Multiplexed Tissue Samples. EMBC Natalia Garcia Martin, Stefano Malacrino, Marta Wojciechowska, Leticia Campo, Helen Jones, David C. Wedge, Chris Holmes, Korsuk Sirinukunwattana, Heba Sailem, Clare Verrill, Jens Rittscher
2022	J	`jnl`	A Graph Based Neural Network Approach to Immune Profiling of Multiplexed Tissue Samples. CoRR Natalia Garcia Martin, Stefano Malacrino, Marta Wojciechowska, Leticia Campo, Helen Jones, David C. Wedge, Chris Holmes, Korsuk Sirinukunwattana, Heba Sailem, Clare Verrill, Jens Rittscher
2022	—	`conf`	Enhancing Local Context of Histology Features in Vision Transformers. AIIIMA/MIABID@MICCAI Ruby Wood, Korsuk Sirinukunwattana, Enric Domingo, Alexander Sauer, Maxime W. Lafarge, Viktor H. Koelzer, Timothy S. Maughan, Jens Rittscher
2022	—	`conf`	Predicting Molecular Traits from Tissue Morphology Through Self-interactive Multi-instance Learning. MICCAI (2) Yang Hu, Korsuk Sirinukunwattana, Kezia Gaitskell, Ruby Wood, Clare Verrill, Jens Rittscher
2021	—	`conf`	Learning Cellular Phenotypes through Supervision. EMBC Helen Theissen, Tapabrata Chakraborti, Stefano Malacrino, Korsuk Sirinukunwattana, Daniel Royston, Jens Rittscher
2020	—	`conf`	Improving Pathological Distribution Measurements with Bayesian Uncertainty. UNSURE/GRAIL@MICCAI Ka Ho Tam, Korsuk Sirinukunwattana, Maria F. Soares, Maria Kaisar, Rutger Ploeg, Jens Rittscher
2019	—	`ed.`	Digital Pathology - 15th European Congress, ECDP 2019, Warwick, UK, April 10-13, 2019, Proceedings ECDP Constantino Carlos Reyes-Aldasoro, Andrew Janowczyk, Mitko Veta, Peter Bankhead, Korsuk Sirinukunwattana
2019	—	`conf`	Towards the Identification of Histology Based Subtypes in Prostate Cancer. ISBI Andrea Chatrian, Korsuk Sirinukunwattana, Clare Verrill, Jens Rittscher
2018	—	`conf`	A bottom-up approach for tumour differentiation in whole slide images of lung adenocarcinoma. Digital Pathology Najah Alsubaie, Korsuk Sirinukunwattana, Shan E Ahmed Raza, David R. J. Snead, Nasir M. Rajpoot
2018	—	`conf`	How to Exploit Weaknesses in Biomedical Challenge Design and Organization. MICCAI (4) Annika Reinke, Matthias Eisenmann, Sinan Onogur, Marko Stankovic, Patrick Scholz, Peter M. Full, Hrvoje Bogunovic, Bennett A. Landman, Oskar Maier, Bjoern H. Menze, Gregory C. Sharp, Korsuk Sirinukunwattana, Stefanie Speidel, Fons van der Sommen, Guoyan Zheng, Henning Müller, Michal Kozubek, Tal Arbel, Andrew P. Bradley, Pierre Jannin, Annette Kopp-Schneider, Lena Maier-Hein
2018	—	`conf`	Improving Whole Slide Segmentation Through Visual Context - A Systematic Study. MICCAI (2) Korsuk Sirinukunwattana, Nasullah Khalid Alham, Clare Verrill, Jens Rittscher
2018	J	`jnl`	Improving Whole Slide Segmentation Through Visual Context - A Systematic Study. CoRR Korsuk Sirinukunwattana, Nasullah Khalid Alham, Clare Verrill, Jens Rittscher
2018	J	`jnl`	Is the winner really the best? A critical analysis of common research practice in biomedical image analysis competitions. CoRR Lena Maier-Hein, Matthias Eisenmann, Annika Reinke, Sinan Onogur, Marko Stankovic, Patrick Scholz, Tal Arbel, Hrvoje Bogunovic, Andrew P. Bradley, Aaron Carass, Carolin Feldmann, Alejandro F. Frangi, Peter M. Full, Bram van Ginneken, Allan Hanbury, Katrin Honauer, Michal Kozubek, Bennett A. Landman, Keno März, Oskar Maier, Klaus H. Maier-Hein, Bjoern H. Menze, Henning Müller, Peter F. Neher, Wiro J. Niessen, Nasir M. Rajpoot, Gregory C. Sharp, Korsuk Sirinukunwattana, Stefanie Speidel, Christian Stock, Danail Stoyanov, Abdel Aziz Taha, Fons van der Sommen, Ching-Wei Wang, Marc-André Weber, Guoyan Zheng, Pierre Jannin, Annette Kopp-Schneider
2018	J	`jnl`	Novel digital tissue phenotypic signatures of distant metastasis in colorectal cancer. CoRR Korsuk Sirinukunwattana, David R. J. Snead, David B. A. Epstein, Zia Aftab, Imaad Mujeeb, Yee-Wah Tsang, Ian A. Cree, Nasir M. Rajpoot
2018	—	`conf`	Quantifying chromosomal copy number alterations in breast ductal carcinoma in situ: A deep learning based approach. ISBI Korsuk Sirinukunwattana, J. Lin, P. Lu, F. Beca, J. Peng, A. Tolwani, A. Stancu, Sushama Varma, Robert West
2017	J	`jnl`	Gland segmentation in colon histology images: The glas challenge contest. Medical Image Anal. Korsuk Sirinukunwattana, Josien P. W. Pluim, Hao Chen, Xiaojuan Qi, Pheng-Ann Heng, Yun Bo Guo, Li Yang Wang, Bogdan J. Matuszewski, Elia Bruni, Urko Sanchez, Anton Böhm, Olaf Ronneberger, Bassem Ben Cheikh, Daniel Racoceanu, Philipp Kainz, Michael Pfeiffer, Martin Urschler, David R. J. Snead, Nasir M. Rajpoot
2016	J	`jnl`	Gland Segmentation in Colon Histology Images: The GlaS Challenge Contest. CoRR Korsuk Sirinukunwattana, Josien P. W. Pluim, Hao Chen, Xiaojuan Qi, Pheng-Ann Heng, Yun Bo Guo, Li Yang Wang, Bogdan J. Matuszewski, Elia Bruni, Urko Sanchez, Anton Böhm, Olaf Ronneberger, Bassem Ben Cheikh, Daniel Racoceanu, Philipp Kainz, Michael Pfeiffer, Martin Urschler, David R. J. Snead, Nasir M. Rajpoot
2016	—	`conf`	Handcrafted features with convolutional neural networks for detection of tumor cells in histology images. ISBI Muhammad Nasim Kashif, Shan E Ahmed Raza, Korsuk Sirinukunwattana, Muhammad Arif, Nasir M. Rajpoot
2016	J	`jnl`	Locality Sensitive Deep Learning for Detection and Classification of Nuclei in Routine Colon Cancer Histology Images. IEEE Trans. Medical Imaging Korsuk Sirinukunwattana, Shan E Ahmed Raza, Yee-Wah Tsang, David R. J. Snead, Ian A. Cree, Nasir M. Rajpoot
2016	—	`conf`	Persistent Homology for Fast Tumor Segmentation in Whole Slide Histology Images. MIUA Talha Qaiser, Korsuk Sirinukunwattana, Kazuaki Nakane, Yee-Wah Tsang, David B. A. Epstein, Nasir M. Rajpoot
2016	J	`jnl`	Robust normalization protocols for multiplexed fluorescence bioimage analysis. BioData Min. Shan-E-Ahmed Raza, Daniel Langenkämper, Korsuk Sirinukunwattana, David B. A. Epstein, Tim W. Nattkemper, Nasir M. Rajpoot
2015	J	`jnl`	A Global Covariance Descriptor for Nuclear Atypia Scoring in Breast Histopathology Images. IEEE J. Biomed. Health Informatics Adnan Mujahid Khan, Korsuk Sirinukunwattana, Nasir M. Rajpoot
2015	—	`conf`	A Spatially Constrained Deep Learning Framework for Detection of Epithelial Tumor Nuclei in Cancer Histology Images. Patch-MI@MICCAI Korsuk Sirinukunwattana, Shan E Ahmed Raza, Yee-Wah Tsang, David R. J. Snead, Ian A. Cree, Nasir M. Rajpoot
2015	J	`jnl`	A Stochastic Polygons Model for Glandular Structures in Colon Histology Images. IEEE Trans. Medical Imaging Korsuk Sirinukunwattana, David R. J. Snead, Nasir M. Rajpoot
2015	—	`conf`	A novel texture descriptor for detection of glandular structures in colon histology images. Digital Pathology Korsuk Sirinukunwattana, David R. J. Snead, Nasir M. Rajpoot
2015	—	`conf`	A random polygons model of glandular structures in colon histology images. ISBI Korsuk Sirinukunwattana, David R. J. Snead, Nasir M. Rajpoot
2015	J	`jnl`	Cell words: Modelling the visual appearance of cells in histopathology images. Comput. Medical Imaging Graph. Korsuk Sirinukunwattana, Adnan Mujahid Khan, Nasir M. Rajpoot
2014	—	`conf`	A Bayesian framework for cell-level protein network analysis for multivariate proteomics image data. Digital Pathology Violeta N. Kovacheva, Korsuk Sirinukunwattana, Nasir M. Rajpoot
2014	—	`conf`	Geodesic Geometric Mean of Regional Covariance Descriptors as an Image-Level Descriptor for Nuclear Atypia Grading in Breast Histology Images. MLMI Adnan Mujahid Khan, Korsuk Sirinukunwattana, Nasir M. Rajpoot
2014	—	`conf`	On generating cell exemplars for detection of mitotic cells in breast cancer histopathology images. EMBC Nada A. Aloraidi, Korsuk Sirinukunwattana, Adnan Mujahid Khan, Nasir M. Rajpoot