Suryakanth R. Gurudu

15 papers A* 1B 1Journal 6Unranked 6
YearRankTypeTitle / Venue / Authors
2021 J jnl
Active, continual fine tuning of convolutional neural networks for reducing annotation efforts.
Medical Image Anal.
Zongwei Zhou, Jae Y. Shin, Suryakanth R. Gurudu, Michael B. Gotway, Jianming Liang
2018 J jnl
AFT*: Integrating Active Learning and Transfer Learning to Reduce Annotation Efforts.
CoRR
Zongwei Zhou, Jae Y. Shin, Suryakanth R. Gurudu, Michael B. Gotway, Jianming Liang
2017 B conf
Automatic polyp detection in colonoscopy videos.
Image Processing
Zijie Yuan, Mohammadhassan Izadyyazdanabadi, Divya Mokkapati, Rujuta Panvalkar, Jae Y. Shin, Nima Tajbakhsh, Suryakanth R. Gurudu, Jianming Liang
2017 J jnl
Comparative Validation of Polyp Detection Methods in Video Colonoscopy: Results From the MICCAI 2015 Endoscopic Vision Challenge.
IEEE Trans. Medical Imaging
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
2017 J jnl
Convolutional Neural Networks for Medical Image Analysis: Full Training or Fine Tuning?
CoRR
Nima Tajbakhsh, Jae Y. Shin, Suryakanth R. Gurudu, R. Todd Hurst, Christopher B. Kendall, Michael B. Gotway, Jianming Liang
2017 A* conf
Fine-Tuning Convolutional Neural Networks for Biomedical Image Analysis: Actively and Incrementally.
CVPR
Zongwei Zhou, Jae Y. Shin, Lei Zhang, Suryakanth R. Gurudu, Michael B. Gotway, Jianming Liang
2017 — ch.
On the Necessity of Fine-Tuned Convolutional Neural Networks for Medical Imaging.
Deep Learning and Convolutional Neural Networks for Medical Image Computing
Nima Tajbakhsh, Jae Y. Shin, Suryakanth R. Gurudu, R. Todd Hurst, Christopher B. Kendall, Michael B. Gotway, Jianming Liang
2016 J jnl
Automated Polyp Detection in Colonoscopy Videos Using Shape and Context Information.
IEEE Trans. Medical Imaging
Nima Tajbakhsh, Suryakanth R. Gurudu, Jianming Liang
2016 J jnl
Convolutional Neural Networks for Medical Image Analysis: Full Training or Fine Tuning?
IEEE Trans. Medical Imaging
Nima Tajbakhsh, Jae Y. Shin, Suryakanth R. Gurudu, R. Todd Hurst, Christopher B. Kendall, Michael B. Gotway, Jianming Liang
2015 — conf
A Comprehensive Computer-Aided Polyp Detection System for Colonoscopy Videos.
IPMI
Nima Tajbakhsh, Suryakanth R. Gurudu, Jianming Liang
2015 — conf
Automatic polyp detection in colonoscopy videos using an ensemble of convolutional neural networks.
ISBI
Nima Tajbakhsh, Suryakanth R. Gurudu, Jianming Liang
2014 — conf
Automatic Assessment of Image Informativeness in Colonoscopy.
ABDI@MICCAI
Nima Tajbakhsh, Changching Chi, Haripriya Sharma, Qing Wu, Suryakanth R. Gurudu, Jianming Liang
2014 — conf
Automatic Polyp Detection Using Global Geometric Constraints and Local Intensity Variation Patterns.
MICCAI (2)
Nima Tajbakhsh, Suryakanth R. Gurudu, Jianming Liang
2014 — conf
Automatic polyp detection from learned boundaries.
ISBI
Nima Tajbakhsh, Changching Chi, Suryakanth R. Gurudu, Jianming Liang
2013 — conf
A Classification-Enhanced Vote Accumulation Scheme for Detecting Colonic Polyps.
Abdominal Imaging
Nima Tajbakhsh, Suryakanth R. Gurudu, Jianming Liang