"DeepVessel: Retinal Vessel Segmentation via Deep Learning and Conditional Random Field"

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Book	Author(s)	Year	Publisher
Brain Tumor MRI Image Segmentation Using Deep Learning Techniques	Jyotismita Chaki	2021	Academic Press
Sophisticated Electromagnetic Forward Scattering Solver via Deep Learning	Qiang Ren; Yinpeng Wang; Yongzhong Li; Shutong Qi	1st ed. 2022	Springer Nature Singapore
Deep field /	Whitacre, Eric,
Deep field	Philip Gross	2011	Bloodaxe Books
Advanced Deep Learning with TensorFlow 2 and Keras: Apply DL, GANs, VAEs, deep RL, unsupervised learning, object detection and segmentation, and more, 2nd Edition	Rowel Atienza	2020	Packt Publishing
Interaction between autocorrelation and conditional heteroskedasticity: a random coefficient approach	Anil K. Bera	1989	College of Commerce and Business Administration, University of Illinois at Urbana-Champaign
Pressure Vessel and Stacks Field Repair Manual	A. Keith Escoe	2008	Butterworth-Heinemann
Deep learning /	Goodfellow, Ian,; Bengio, Yoshua,; Courville, Aaron,		MIT Press
Deep Learning	John D. Kelleher	2019	MIT Press,
Deep Learning	Ian Goodfellow, Yoshua Bengio, Aaron Courville	2017	MIT
Atlas of Wide-Field Retinal Angiography and Imaging	Igor Kozak; J. Fernando Arevalo	1st ed. 2016	Springer International Publishing
The Deep Field	James Bradley	Jul 02, 2000	Sceptre
Genetic Learning for Adaptive Image Segmentation	Bir Bhanu; Sungkee Lee	1994	Springer US
Deep Learning and Physics	Akinori Tanaka; Akio Tomiya; Koji Hashimoto	1st ed. 2021	Springer Nature Singapore
Deep Learning Applications	M. Arif Wani; Mehmed Kantardzic; Moamar Sayed-Mouchaweh	1st ed. 2020	Springer Nature Singapore
Deep Reinforcement Learning	Aske Plaat	1st ed. 2022	Springer Nature Singapore
Python Deep Learning	Valentino Zocca; Gianmario Spacagna; Daniel Slater; Peter Roelants	2017	Packt Publishing - ebooks Account
Deep Learning Essentials	Wei Di, Anurag Bhardwaj, Jianing Wei	2018	Packt
Deep Learning Essentials	Wei Di, Anurag Bhardwaj, Jianing Wei	2018	Packt
Grokking deep learning	Andrew trask	2018	Manning publication
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Chapter	Author(s)	Book	Book Authors	Year	Publisher
DeepVessel: Retinal Vessel Segmentation via Deep Learning and Conditional Random Field	Huazhu Fu; Yanwu Xu; Stephen Lin; Damon Wing Kee Wong; Jiang Liu	Medical Image Computing and Computer-Assisted Intervention – MICCAI 2016: 19th International Conference, Athens, Greece, October 17-21, 2016, Proceedings, Part II	Sebastien Ourselin; Leo Joskowicz; Mert R. Sabuncu; Gozde Unal; William Wells	1st ed. 2016	Springer International Publishing
DeepVessel: Retinal Vessel Segmentation via Deep Learning and Conditional Random Fie		Medical Image Computing and Computer-Assisted Intervention – MICCAI 2016: 19th International Conference, Athens, Greece, October 17-21, 2016, Proceedings, Part II	Sebastien Ourselin, Leo Joskowicz, Mert R. Sabuncu, Gozde Unal, William Wells (eds.)	2016	Springer International Publishing
Retinal Vessel Segmentation via Multiscaled Deep-Guidance	Rui Xu; Guiliang Jiang; Xinchen Ye; Yen-Wei Chen	Advances in Multimedia Information Processing – PCM 2018: 19th Pacific-Rim Conference on Multimedia, Hefei, China, September 21-22, 2018, Proceedings, Part II	Richang Hong; Wen-Huang Cheng; Toshihiko Yamasaki; Meng Wang; Chong-Wah Ngo	1st ed. 2018	Springer International Publishing
Lung Segmentation via Deep Learning Network and Fully-Connected Conditional Random Fields	Yuqin Li; Bo Wang; Weili Shi; Yu Miao; Huamin Yang; Zhengang Jiang	Bio-Inspired Computing: Theories and Applications: 15th International Conference, BIC-TA 2020, Qingdao, China, October 23-25, 2020, Revised Selected Papers	Linqiang Pan; Shangchen Pang; Tao Song; Faming Gong	1st ed. 2021	Springer Nature Singapore
Depth Supporting Semantic Segmentation via Deep Neural Markov Random Field	Wen Su; Zengfu Wang	Pattern Recognition: 7th Chinese Conference, CCPR 2016, Chengdu, China, November 5-7, 2016, Proceedings, Part I	Tieniu Tan; Xuelong Li; Xilin Chen; Jie Zhou; Jian Yang; Hong Cheng	1st ed. 2016	Springer Nature Singapore
Conditional Random Field		Encyclopedia of Machine Learning and Data Mining	Claude Sammut; Geoffrey I. Webb	2nd ed. 2017	Springer US
Conditional Random Field		Encyclopedia of Machine Learning	Claude Sammut; Geoffrey I. Webb	2010	Springer US
Conditional Random Field		Natural Language Processing with Spark NLP: Learning to Understand Text at Scale	Alex Thomas	2020	O'Reilly Media
DR-VNet: Retinal Vessel Segmentation via Dense Residual UNet	Ali Karaali; Rozenn Dahyot; Donal J. Sexton	Pattern Recognition and Artificial Intelligence: Third International Conference, ICPRAI 2022, Paris, France, June 1–3, 2022, Proceedings, Part I	Mounîm El Yacoubi; Eric Granger; Pong Chi Yuen; Umapada Pal; Nicole Vincent	1st ed. 2022	Springer International Publishing
Retinal Vessel Segmentation Using Blending-Based Conditional Generative Adversarial Networks	Suraj Saxena; Kanhaiya Lal; Sharad Joshi	Computer Analysis of Images and Patterns: 19th International Conference, CAIP 2021, Virtual Event, September 28–30, 2021, Proceedings, Part I	Nicolas Tsapatsoulis; Andreas Panayides; Theo Theocharides; Andreas Lanitis; Constantinos Pattichis; Mario Vento	1st ed. 2021	Springer International Publishing
3D OCT retinal vessel segmentation based on boosting learning	Juan Xu; D. A. Tolliver; Hiroshi Ishikawa; Gadi Wollstein; Joel S. Schuman	World Congress on Medical Physics and Biomedical Engineering September 7 - 12, 2009 Munich, Germany: Vol. 25/XI Biomedical Engineering for Audiology, Ophthalmology, Emergency and Dental Medicine	Olaf Dössel; Wolfgang C. Schlegel	2010	Springer Berlin Heidelberg
Random Forest Active Learning for Retinal Image Segmentation	Borja Ayerdi; Manuel Graña	Proceedings of the 9th International Conference on Computer Recognition Systems CORES 2015	Robert Burduk; Konrad Jackowski; Marek Kurzynski; Michal Wozniak; Andrzej Zolnierek	1st ed. 2016	Springer International Publishing
A Snake for Retinal Vessel Segmentation	L. Espona; M. J. Carreira; M. Ortega; M. G. Penedo	Pattern Recognition and Image Analysis: Third Iberian Conference, IbPRIA 2007, Girona, Spain, June 6-8, 2007, Proceedings, Part II	Joan Martí; José Miguel Benedí; Ana Maria Mendonça; Joan Serrat	2007	Springer Berlin Heidelberg
Low-Resolution Retinal Image Vessel Segmentation	Hasan Zengin; José Camara; Paulo Coelho; João M. F. Rodrigues; António Cunha	Universal Access in Human-Computer Interaction. Applications and Practice: 14th International Conference, UAHCI 2020, Held as Part of the 22nd HCI International Conference, HCII 2020, Copenhagen, Denmark, July 19–24, 2020, Proceedings, Part II	Margherita Antona; Constantine Stephanidis	1st ed. 2020	Springer International Publishing
Comparative Analysis of Semantic Segmentation by Using Deep Learning Models on Retinal Vessel	Twinkle Tiwari; Mukesh Saraswat	Proceedings of International Conference on Data Science and Applications: ICDSA 2021, Volume 2	Mukesh Saraswat; Sarbani Roy; Chandreyee Chowdhury; Amir H. Gandomi	1st ed. 2022	Springer Nature Singapore
Deep Classification and Segmentation Model for Vessel Extraction in Retinal Images	Yicheng Wu; Yong Xia; Yanning Zhang	Pattern Recognition and Computer Vision: First Chinese Conference, PRCV 2018, Guangzhou, China, November 23-26, 2018, Proceedings, Part II	Jian-Huang Lai; Cheng-Lin Liu; Xilin Chen; Jie Zhou; Tieniu Tan; Nanning Zheng; Hongbin Zha	1st ed. 2018	Springer International Publishing
Retinal Vessel Segmentation Method Based on Improved Deep U-Net	Yiheng Cai; Yuanyuan Li; Xurong Gao; Yajun Guo	Biometric Recognition: 14th Chinese Conference, CCBR 2019, Zhuzhou, China, October 12–13, 2019, Proceedings	Zhenan Sun; Ran He; Jianjiang Feng; Shiguang Shan; Zhenhua Guo	1st ed. 2019	Springer International Publishing
Retinal Blood Vessel Segmentation by Multi-channel Deep Convolutional Autoencoder	Andrés Ortiz; Javier Ramírez; Ricardo Cruz-Arándiga; María J. García-Tarifa; Francisco J. Martínez-Murcia; Juan M. Górriz	International Joint Conference SOCO’18-CISIS’18-ICEUTE’18: San Sebastián, Spain, June 6-8, 2018 Proceedings	Manuel Graña; José Manuel López-Guede; Oier Etxaniz; Álvaro Herrero; José Antonio Sáez; Héctor Quintián; Emilio Corchado	1st ed. 2019	Springer International Publishing
Deep Supervision with Additional Labels for Retinal Vessel Segmentation Task	Yishuo Zhang; Albert C. S. Chung	Medical Image Computing and Computer Assisted Intervention – MICCAI 2018: 21st International Conference, Granada, Spain, September 16-20, 2018, Proceedings, Part II	Alejandro F. Frangi; Julia A. Schnabel; Christos Davatzikos; Carlos Alberola-López; Gabor Fichtinger	1st ed. 2018	Springer International Publishing
Deep Learning-Based Framework for Retinal Vasculature Segmentation	Shambhavi Shikha Tiwari; Akash Dholaria; Rajat Pandey; Gauri Nigam; Ranjana Agrawal; Rahee Walambe et al.	Intelligent Learning for Computer Vision: Proceedings of Congress on Intelligent Systems 2020	Harish Sharma; Mukesh Saraswat; Sandeep Kumar; Jagdish Chand Bansal	1st ed. 2021	Springer Nature Singapore
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