Tristan T. Hormel

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All published works

Action	Title	Year	Authors
+ PDF Chat	Nonperfused Retinal Capillaries -- A New Method Developed on OCT and OCTA	2024	Min Gao Yukun Guo Tristan T. Hormel Jie Wang Elizabeth White Dong-Wouk Park Thomas S. Hwang Steven T. Bailey Yali Jia
+	Perfused and Nonperfused Microaneurysms Identified and Characterized by Structural and Angiographic OCT	2023	Min Gao Tristan T. Hormel Yukun Guo K. Tsuboi Christina J. Flaxel David Huang Thomas S. Hwang Yali Jia
+ PDF Chat	Interpretable Diabetic Retinopathy Diagnosis Based on Biomarker Activation Map	2023	Pengxiao Zang Tristan T. Hormel Jie Wang Yukun Guo Steven T. Bailey Christina J. Flaxel David Huang Thomas S. Hwang Yali Jia
+	Perfused and Nonperfused Microaneurysms Identified and Characterized by Structural and Angiographic OCT	2023	Min Gao Tristan T. Hormel Yukun Guo K. Tsuboi Christina J. Flaxel David Huang Thomas S. Hwang Yali Jia
+	Interpretable Diabetic Retinopathy Diagnosis based on Biomarker Activation Map	2022	Pengxiao Zang Tristan T. Hormel Jie Wang Yukun Guo Steven T. Bailey Christina J. Flaxel David Huang Thomas S. Hwang Yali Jia
+ PDF Chat	Automated Segmentation of Retinal Fluid Volumes From Structural and Angiographic Optical Coherence Tomography Using Deep Learning	2020	Yukun Guo Tristan T. Hormel Honglian Xiong Jie Wang Thomas S. Hwang Yali Jia
+	DcardNet: Diabetic Retinopathy Classification at Multiple Levels Based on Structural and Angiographic Optical Coherence Tomography	2020	Pengxiao Zang Liqin Gao Tristan T. Hormel Jie Wang Qi Sheng You Thomas S. Hwang Yali Jia
+	Reconstruction of high-resolution 6×6-mm OCT angiograms using deep learning	2020	Min Gao Yukun Guo Tristan T. Hormel Jiande Sun Thomas S. Hwang Yali Jia
+	High-resolution wide-field OCT angiography with a self-navigation method to correct microsaccades and blinks	2020	Xiang Wei Tristan T. Hormel Yukun Guo Thomas S. Hwang Yali Jia
+	High-resolution wide-field OCT angiography with self-navigated motion correction	2020	Xiang Wei Tristan T. Hormel Yukun Guo Thomas S. Hwang Yali Jia
+	Reconstruction of high-resolution 6x6-mm OCT angiograms using deep learning	2020	Min Gao Yukun Guo Tristan T. Hormel Jiande Sun Thomas S. Hwang Yali Jia
+	DcardNet: Diabetic Retinopathy Classification at Multiple Levels Based on Structural and Angiographic Optical Coherence Tomography	2020	Pengxiao Zang Liqin Gao Tristan T. Hormel Jie Wang Qi Sheng You Thomas S. Hwang Yali Jia

Common Coauthors

Coauthor	Papers Together
Thomas S. Hwang	12
Yali Jia	12
Yukun Guo	10
Pengxiao Zang	4
Christina J. Flaxel	4
Jie Wang	4
Min Gao	4
David Huang	4
Steven T. Bailey	3
Qi Sheng You	2
K. Tsuboi	2
Xiang Wei	2
Jiande Sun	2
Liqin Gao	2
Dong-Wouk Park	1
Jie Wang	1
Min Gao	1
Jie Wang	1
Honglian Xiong	1
Elizabeth White	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Learning Deep Features for Discriminative Localization	2016	Bolei Zhou Aditya Khosla Àgata Lapedriza Aude Oliva Antonio Torralba	3
+ PDF Chat	Deep Residual Learning for Image Recognition	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	3
+ PDF Chat	Automated Segmentation of Retinal Fluid Volumes From Structural and Angiographic Optical Coherence Tomography Using Deep Learning	2020	Yukun Guo Tristan T. Hormel Honglian Xiong Jie Wang Thomas S. Hwang Yali Jia	3
+ PDF Chat	Visual interpretability for deep learning: a survey	2018	Quanshi Zhang Song‐Chun Zhu	2
+ PDF Chat	Densely Connected Convolutional Networks	2017	Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger	2
+ PDF Chat	Rethinking the Inception Architecture for Computer Vision	2016	Christian Szegedy Vincent Vanhoucke Sergey Ioffe Jon Shlens Zbigniew Wojna	2
+ PDF Chat	Identity Mappings in Deep Residual Networks	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	2
+	Very Deep Convolutional Networks for Large-Scale Image Recognition	2014	Karen Simonyan Andrew Zisserman	2
+	EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks	2019	Mingxing Tan Quoc V. Le	2
+ PDF Chat	Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning	2017	Christian Szegedy Sergey Ioffe Vincent Vanhoucke Alexander A. Alemi	2
+ PDF Chat	The One Hundred Layers Tiramisu: Fully Convolutional DenseNets for Semantic Segmentation	2017	Simon Jégou Michal Drozdzal David Vázquez Adriana Romero Yoshua Bengio	1
+ PDF Chat	Pyramid Scene Parsing Network	2017	Hengshuang Zhao Jianping Shi Xiaojuan Qi Xiaogang Wang Jiaya Jia	1
+ PDF Chat	RefineNet: Multi-path Refinement Networks for High-Resolution Semantic Segmentation	2017	Guosheng Lin Anton Milan Chunhua Shen Ian Reid	1
+ PDF Chat	A survey on deep learning in medical image analysis	2017	Geert Litjens Thijs Kooi Babak Ehteshami Bejnordi Arnaud Arindra Adiyoso Setio Francesco Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken Clara I. Sá‎nchez	1
+	Cystoid macular edema segmentation of Optical Coherence Tomography images using fully convolutional neural networks and fully connected CRFs	2017	Fangliang Bai Manuel J. Marques Stuart Gibson	1
+	Grader Variability and the Importance of Reference Standards for Evaluating Machine Learning Models for Diabetic Retinopathy	2018	Jonathan Krause Varun Gulshan Ehsan Rahimy Peter A. Karth Kasumi Widner Greg S. Corrado Lily Peng Dale R. Webster	1
+ PDF Chat	Grad-CAM++: Generalized Gradient-Based Visual Explanations for Deep Convolutional Networks	2018	Aditya Chattopadhay Anirban Sarkar Prantik Howlader Vineeth N Balasubramanian	1
+	Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation	2018	Liang-Chieh Chen Yukun Zhu George Papandreou Florian Schroff Hartwig Adam	1
+	Recurrent Residual Convolutional Neural Network based on U-Net (R2U-Net) for Medical Image Segmentation.	2018	Md Zahangir Alom Md. Mahmudul Hasan Chris Yakopcic Tarek M. Taha Vijayan K. Asari	1
+	M2U-Net: Effective and Efficient Retinal Vessel Segmentation for Resource-Constrained Environments	2018	Tim Laibacher Tillman Weyde Sepehr Jalali	1
+ PDF Chat	Understanding Individual Decisions of CNNs via Contrastive Backpropagation	2019	Jindong Gu Yinchong Yang Volker Tresp	1
+	Decoupled Weight Decay Regularization	2017	Ilya Loshchilov Frank Hutter	1
+	Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift	2015	Sergey Ioffe Christian Szegedy	1
+	Fully Convolutional Networks for Semantic Segmentation	2016	Jonathan Long Evan Shelhamer Trevor Darrell	1
+ PDF Chat	Unpaired Image-to-Image Translation Using Cycle-Consistent Adversarial Networks	2017	Jun-Yan Zhu Taesung Park Phillip Isola Alexei A. Efros	1
+	Very Deep Convolutional Networks for Large-Scale Image Recognition	2014	Karen Simonyan Andrew Zisserman	1
+ PDF Chat	Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization	2017	Ramprasaath R. Selvaraju Michael Cogswell Abhishek Das Ramakrishna Vedantam Devi Parikh Dhruv Batra	1
+ PDF Chat	Image-to-Image Translation with Conditional Adversarial Networks	2017	Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros	1
+	SGDR: Stochastic Gradient Descent with Warm Restarts	2016	Ilya Loshchilov Frank Hutter	1
+ PDF Chat	Tell Me Where to Look: Guided Attention Inference Network	2018	Kunpeng Li Ziyan Wu Kuan-Chuan Peng Jan Ernst Yun Fu	1
+ PDF Chat	Visual Feature Attribution Using Wasserstein GANs	2018	Christian F. Baumgartner Lisa M. Koch Kerem Can Tezcan Jia Xi Ang Ender Konukoğlu	1
+	Multi-Scale Context Aggregation by Dilated Convolutions	2015	Fisher Yu Vladlen Koltun	1
+	SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation	2017	Vijay Badrinarayanan A. C. Kendall Roberto Cipolla	1
+ PDF Chat	Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation	2018	Liang-Chieh Chen Yukun Zhu George Papandreou Florian Schroff Hartwig Adam	1
+ PDF Chat	Relative Attributing Propagation: Interpreting the Comparative Contributions of Individual Units in Deep Neural Networks	2020	Woo-Jeoung Nam Shir Gur Jaesik Choi Lior Wolf Seong-Whan Lee	1
+ PDF Chat	Explaining Convolutional Neural Networks using Softmax Gradient Layer-wise Relevance Propagation	2019	Brian Kenji Iwana Ryohei Kuroki Seiichi Uchida	1
+ PDF Chat	Pseudo-healthy synthesis with pathology disentanglement and adversarial learning	2020	Tian Xia Agisilaos Chartsias Sotirios A. Tsaftaris	1
+	Reconstruction of high-resolution 6×6-mm OCT angiograms using deep learning	2020	Min Gao Yukun Guo Tristan T. Hormel Jiande Sun Thomas S. Hwang Yali Jia	1
+	Transfer Learning for Automated OCTA Detection of Diabetic Retinopathy	2020	David Le Minhaj Nur Alam Cham K. Yao Jennifer I. Lim Yi‐Ting Hsieh R.V. Paul Chan Devrım Toslak Xincheng Yao	1
+	DcardNet: Diabetic Retinopathy Classification at Multiple Levels Based on Structural and Angiographic Optical Coherence Tomography	2020	Pengxiao Zang Liqin Gao Tristan T. Hormel Jie Wang Qi Sheng You Thomas S. Hwang Yali Jia	1
+ PDF Chat	Generative adversarial networks	2020	Ian Goodfellow Jean Pouget-Abadie Mehdi Mirza Bing Xu David Warde-Farley Sherjil Ozair Aaron Courville Yoshua Bengio	1
+ PDF Chat	Visualization of Supervised and Self-Supervised Neural Networks via Attribution Guided Factorization	2021	Shir Gur Ameen Ali Lior Wolf	1
+ PDF Chat	Transformer Interpretability Beyond Attention Visualization	2021	Hila Chefer Shir Gur Lior Wolf	1
+	Transparency of deep neural networks for medical image analysis: A review of interpretability methods	2021	Zohaib Salahuddin Henry C. Woodruff Avishek Chatterjee Philippe Lambin	1
+	SmoothGrad: removing noise by adding noise	2017	Daniel Smilkov Nikhil Thorat Been Kim Fernanda Viégas Martin Wattenberg	1
+	Recurrent Residual Convolutional Neural Network based on U-Net (R2U-Net) for Medical Image Segmentation	2018	Md Zahangir Alom Md. Mahmudul Hasan Chris Yakopcic Tarek M. Taha Vijayan K. Asari	1
+	Good Colour Maps: How to Design Them	2015	Peter Kovesi	1
+	Regularizing Neural Networks by Penalizing Confident Output Distributions	2017	Gabriel Pereyra George Tucker Jan Chorowski Łukasz Kaiser Geoffrey E. Hinton	1
+	How transferable are features in deep neural networks?	2014	Jason Yosinski Jeff Clune Yoshua Bengio Hod Lipson	1
+	Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift	2015	Sergey Ioffe Christian Szegedy	1