Suryakanth R. Gurudu

Publication Activity (10 Years)

Years Active: 2013-2021
Publications (10 Years): 8

Top Topics

Biomedical Image Analysis

Transfer Learning

Polyp Detection

Top Venues

IEEE Trans. Medical Imaging

Publications

Zongwei Zhou, Jae Y. Shin, Suryakanth R. Gurudu, Michael B. Gotway, Jianming Liang
Active, continual fine tuning of convolutional neural networks for reducing annotation efforts. Medical Image Anal. 71 (2021)
Zongwei Zhou, Jae Y. Shin, Suryakanth R. Gurudu, Michael B. Gotway, Jianming Liang
AFT*: Integrating Active Learning and Transfer Learning to Reduce Annotation Efforts. CoRR (2018)
Nima Tajbakhsh, Jae Y. Shin, Suryakanth R. Gurudu, R. Todd Hurst, Christopher B. Kendall, Michael B. Gotway, Jianming Liang
Convolutional Neural Networks for Medical Image Analysis: Full Training or Fine Tuning? CoRR (2017)
Jorge Bernal, Nima Tajkbaksh, Francisco Javier Sánchez, Bogdan J. Matuszewski, Hao Chen, Lequan Yu, Quentin Angermann, Olivier Romain, Bjorn Rustad, Ilangko Balasingham, Konstantin Pogorelov, Sungbin Choi, Quentin Debard, Lena Maier-Hein, Stefanie Speidel, Danail Stoyanov, Patrick Brandao, Henry Córdova, Cristina Sánchez-Montes, Suryakanth R. Gurudu, Gloria Fernández-Esparrach, Xavier Dray, Jianming Liang, Aymeric Histace
Comparative Validation of Polyp Detection Methods in Video Colonoscopy: Results From the MICCAI 2015 Endoscopic Vision Challenge. IEEE Trans. Medical Imaging 36 (6) (2017)
Zongwei Zhou, Jae Y. Shin, Lei Zhang, Suryakanth R. Gurudu, Michael B. Gotway, Jianming Liang
Fine-Tuning Convolutional Neural Networks for Biomedical Image Analysis: Actively and Incrementally. CVPR (2017)
Zijie Yuan, Mohammadhassan Izadyyazdanabadi, Divya Mokkapati, Rujuta Panvalkar, Jae Y. Shin, Nima Tajbakhsh, Suryakanth R. Gurudu, Jianming Liang
Automatic polyp detection in colonoscopy videos. Medical Imaging: Image Processing (2017)
Nima Tajbakhsh, Jae Y. Shin, Suryakanth R. Gurudu, R. Todd Hurst, Christopher B. Kendall, Michael B. Gotway, Jianming Liang
Convolutional Neural Networks for Medical Image Analysis: Full Training or Fine Tuning? IEEE Trans. Medical Imaging 35 (5) (2016)
Nima Tajbakhsh, Suryakanth R. Gurudu, Jianming Liang
Automated Polyp Detection in Colonoscopy Videos Using Shape and Context Information. IEEE Trans. Medical Imaging 35 (2) (2016)
Nima Tajbakhsh, Suryakanth R. Gurudu, Jianming Liang
A Comprehensive Computer-Aided Polyp Detection System for Colonoscopy Videos. IPMI (2015)
Nima Tajbakhsh, Suryakanth R. Gurudu, Jianming Liang
Automatic polyp detection in colonoscopy videos using an ensemble of convolutional neural networks. ISBI (2015)
Nima Tajbakhsh, Suryakanth R. Gurudu, Jianming Liang
Automatic Polyp Detection Using Global Geometric Constraints and Local Intensity Variation Patterns. MICCAI (2) (2014)
Nima Tajbakhsh, Changching Chi, Suryakanth R. Gurudu, Jianming Liang
Automatic polyp detection from learned boundaries. ISBI (2014)
Nima Tajbakhsh, Changching Chi, Haripriya Sharma, Qing Wu, Suryakanth R. Gurudu, Jianming Liang
Automatic Assessment of Image Informativeness in Colonoscopy. ABDI@MICCAI (2014)
Nima Tajbakhsh, Suryakanth R. Gurudu, Jianming Liang
A Classification-Enhanced Vote Accumulation Scheme for Detecting Colonic Polyps. Abdominal Imaging (2013)