Shubham Innani

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All published works

Action	Title	Year	Authors
+ PDF Chat	BraTS-Path Challenge: Assessing Heterogeneous Histopathologic Brain Tumor Sub-regions	2024	Spyridon Bakas Siddhesh Thakur Shahriar Faghani Mana Moassefi Ujjwal Baid Verena Chung Sarthak Pati Shubham Innani Bhakti Baheti Jake Albrecht
+ PDF Chat	QUBIQ: Uncertainty Quantification for Biomedical Image Segmentation Challenge	2024	Hongwei Bran Fernando Navarro Ivan Ezhov Amirhossein Bayat Dhritiman Das Florian Kofler Suprosanna Shit Diana Waldmannstetter Johannes C. Paetzold Xiaobin Hu
+ PDF Chat	Generative adversarial networks based skin lesion segmentation	2023	Shubham Innani Prasad Dutande Ujjwal Baid Venu Pokuri Spyridon Bakas Sanjay N. Talbar Bhakti Baheti Sharath Chandra Guntuku
+	Deep Learning based Novel Cascaded Approach for Skin Lesion Analysis	2023	Shubham Innani Prasad Dutande Bhakti Baheti Ujjwal Baid Sanjay N. Talbar
+	Detecting Histologic & Clinical Glioblastoma Patterns of Prognostic Relevance	2023	Bhakti Baheti Shubham Innani Garv Mehdiratta MacLean P. Nasrallah Spyridon Bakas
+ PDF Chat	Deep Learning Based Novel Cascaded Approach for Skin Lesion Analysis	2023	Shubham Innani Prasad Dutande Bhakti Baheti Ujjwal Baid Sanjay N. Talbar
+	Generative Adversarial Networks based Skin Lesion Segmentation	2023	Shubham Innani Prasad Dutande Bhakti Baheti Venu Pokuri Ujjwal Baid Sanjay N. Talbar Sharath Chandra Guntuku
+ PDF Chat	ADAM Challenge: Detecting Age-Related Macular Degeneration From Fundus Images	2022	Huihui Fang Fei Li Huazhu Fu Xu Sun Xingxing Cao Fengbin Lin Jaemin Son Sun Ho Kim Gwénolé Quellec Sarah Matta
+	REFUGE2 Challenge: A Treasure Trove for Multi-Dimension Analysis and Evaluation in Glaucoma Screening	2022	Huihui Fang Fei Li Huazhu Fu Xu Sun Xing-Xing Cao Jaemin Son Shuang Yu Menglu Zhang Chenglang Yuan Cheng Bian
+ PDF Chat	The 1st Agriculture-Vision Challenge: Methods and Results	2020	Mang Tik Chiu Xingqian Xu Kai Wang Jennifer Hobbs Naira Hovakimyan Thomas S. Huang Humphrey Shi Yunchao Wei Zilong Huang Alexander G. Schwing
+	The 1st Agriculture-Vision Challenge: Methods and Results	2020	Mang Tik Chiu Xingqian Xu Kai Wang Jennifer Hobbs Naira Hovakimyan Thomas S. Huang Humphrey Shi Yunchao Wei Zilong Huang Alexander G. Schwing

Common Coauthors

Coauthor	Papers Together
Ujjwal Baid	10
Bhakti Baheti	8
Sanjay N. Talbar	7
Prasad Dutande	6
Spyridon Bakas	4
Naira Hovakimyan	2
Zilong Huang	2
Andrew Y. Ng	2
Ivan Dozier	2
Alexandre Barbosa	2
Sungho Kim	2
Siwei Yang	2
Arnt B. Salberg	2
Hao Sheng	2
Jennifer Hobbs	2
Karen Ghandilyan	2
Rodrigo Trevisan	2
Mang Tik Chiu	2
Wyatt Dozier	2
Humphrey Shi	2
Yunchao Wei	2
Hrvoje Bogunović	2
In Seop Na	2
Thomas S. Huang	2
Wang Yin	2
Van Thong Huynh	2
Xu Sun	2
Fei Li	2
Robert Jenssen	2
Jingyi Su	2
Xingqian Xu	2
Jianyu Tang	2
Baiying Lei	2
Róbert Brunner	2
Alexander G. Schwing	2
MacLean P. Nasrallah	2
Sharath Chandra Guntuku	2
José Ignacio Orlando	2
Bingchen Zhao	2
Michael Kampffmeyer	2
Hyunseong Park	2
Venu Pokuri	2
Soo-Hyung Kim	2
Huazhu Fu	2
Shaozuo Yu	2
Ram Rajagopal	2
Giselle Y. López	1
Chih‐Chung Hsu	1
Kele Xu	1
Martin Žukovec	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Class-Balanced Loss Based on Effective Number of Samples	2019	Yin Cui Menglin Jia Tsung-Yi Lin Yang Song Serge Belongie	3
+ PDF Chat	MobileNetV2: Inverted Residuals and Linear Bottlenecks	2018	Mark Sandler Andrew Howard Menglong Zhu Andrey Zhmoginov Liang-Chieh Chen	3
+	Rethinking Atrous Convolution for Semantic Image Segmentation	2017	Liang-Chieh Chen George Papandreou Florian Schroff Hartwig Adam	3
+ PDF Chat	Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation	2018	Liang-Chieh Chen Yukun Zhu George Papandreou Florian Schroff Hartwig Adam	3
+ PDF Chat	Supervised Saliency Map Driven Segmentation of Lesions in Dermoscopic Images	2018	Mostafa Jahanifar Neda Zamani Tajeddin Babak Mohammadzadeh Asl Ali Gooya	2
+ PDF Chat	Weakly Supervised Scene Parsing with Point-Based Distance Metric Learning	2019	Rui Qian Yunchao Wei Humphrey Shi Jiachen Li Jiaying Liu Thomas S. Huang	2
+ PDF Chat	Classifying Radio Galaxies with the Convolutional Neural Network	2017	A. K. Aniyan K. Thorat	2
+ PDF Chat	Revisiting Dilated Convolution: A Simple Approach for Weakly- and Semi-Supervised Semantic Segmentation	2018	Yunchao Wei Huaxin Xiao Humphrey Shi Zequn Jie Jiashi Feng Thomas S. Huang	2
+ PDF Chat	Cyclical Learning Rates for Training Neural Networks	2017	Leslie N. Smith	2
+ PDF Chat	Residual Dense Network for Image Super-Resolution	2018	Yulun Zhang Yapeng Tian Yu Kong Bineng Zhong Yun Fu	2
+ PDF Chat	Patch-Based Output Space Adversarial Learning for Joint Optic Disc and Cup Segmentation	2019	Shujun Wang Lequan Yu Xin Yang Chi‐Wing Fu Pheng‐Ann Heng	2
+	Differentiable Learning-to-Normalize via Switchable Normalization	2018	Ping Luo Jiamin Ren Zhanglin Peng Ruimao Zhang Jingyu Li	2
+ PDF Chat	CCNet: Criss-Cross Attention for Semantic Segmentation	2019	Zilong Huang Xinggang Wang Lichao Huang Chang Huang Yunchao Wei Wenyu Liu	2
+ PDF Chat	SPGNet: Semantic Prediction Guidance for Scene Parsing	2019	Bowen Cheng Liang-Chieh Chen Yunchao Wei Yukun Zhu Zilong Huang Jinjun Xiong Thomas S. Huang Wen‐mei Hwu Humphrey Shi Uiuc Uiuc	2
+ PDF Chat	Squeeze-and-Excitation Networks	2018	Jie Hu Li Shen Gang Sun	2
+	EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks	2019	Mingxing Tan Quoc V. Le	2
+ PDF Chat	Two at Once: Enhancing Learning and Generalization Capacities via IBN-Net	2018	Xingang Pan Ping Luo Jianping Shi Xiaoou Tang	2
+ PDF Chat	Feature Pyramid Networks for Object Detection	2017	Tsung-Yi Lin Piotr Dollár Ross Girshick Kaiming He Bharath Hariharan Serge Belongie	2
+ PDF Chat	Focal Loss for Dense Object Detection	2017	Tsung-Yi Lin Priya Goyal Ross Girshick Kaiming He Piotr Dollár	2
+ PDF Chat	DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs	2017	Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Murphy Alan Yuille	2
+ PDF Chat	Differential Treatment for Stuff and Things: A Simple Unsupervised Domain Adaptation Method for Semantic Segmentation	2020	Zhonghao Wang Mo Yu Yunchao Wei Rogério Feris Jinjun Xiong Wen‐mei Hwu Thomas S. Huang Humphrey Shi	2
+ PDF Chat	ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation	2018	Sachin Mehta Mohammad Rastegari Anat Caspi Linda G. Shapiro Hannaneh Hajishirzi	2
+ PDF Chat	Squeeze-and-Excitation Networks	2019	Jie Hu Li Shen Samuel Albanie Gang Sun Enhua Wu	2
+ PDF Chat	Densely Connected Convolutional Networks	2017	Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger	1
+	Semi-Supervised Classification with Graph Convolutional Networks	2016	Thomas Kipf Max Welling	1
+ PDF Chat	Fully convolutional multi-scale residual DenseNets for cardiac segmentation and automated cardiac diagnosis using ensemble of classifiers	2018	Mahendra Khened Varghese Alex Kollerathu Ganapathy Krishnamurthi	1
+ PDF Chat	Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning	2017	Christian Szegedy Sergey Ioffe Vincent Vanhoucke Alexander A. Alemi	1
+ PDF Chat	REFUGE Challenge: A unified framework for evaluating automated methods for glaucoma assessment from fundus photographs	2019	José Ignacio Orlando Huazhu Fu João Barbosa‐Breda Karel Van Keer Deepti R. Bathula Andrés Diaz-Pinto Ruogu Fang Pheng‐Ann Heng Je-Young Kim JoonHo Lee	1
+	Agriculture-Vision: A Large Aerial Image Database for Agricultural Pattern Analysis	2020	Mang Tik Chiu Xingqian Xu Yunchao Wei Zilong Huang Alexander G. Schwing Robert J. Brunner Hrant Khachatrian Hovnatan Karapetyan Ivan Dozier Greg Rose	1
+ PDF Chat	Evolution of Image Segmentation using Deep Convolutional Neural Network: A Survey	2020	Farhana Sultana Abu Sufian Paramartha Dutta	1
+	AlignSeg: Feature-Aligned Segmentation Networks	2020	Zilong Huang Yunchao Wei Xinggang Wang Wenyu Liu Thomas S. Huang Humphrey Shi	1
+	FOAL: Fast Online Adaptive Learning for Cardiac Motion Estimation	2020	Hanchao Yu Shanhui Sun Haichao Yu Xiaohong Chen Humphrey Shi Thomas S. Huang Terrence Chen	1
+	Self-Constructing Graph Convolutional Networks for Semantic Labeling	2020	Qinghui Liu Michael Kampffmeyer Robert Jenssen Arnt-Børre Salberg	1
+	Alleviating Semantic-level Shift: A Semi-supervised Domain Adaptation Method for Semantic Segmentation	2020	Zhonghao Wang Yunchao Wei Rogerior Feris Jinjun Xiong Wen‐mei Hwu Thomas S. Huang Humphrey Shi	1
+ PDF Chat	Shortcut learning in deep neural networks	2020	Robert Geirhos Jörn-Henrik Jacobsen Claudio Michaelis Richard S. Zemel Wieland Brendel Matthias Bethge Felix A. Wichmann	1
+ PDF Chat	Agriculture-Vision: A Large Aerial Image Database for Agricultural Pattern Analysis	2020	Mang Tik Chiu Xingqian Xu Yunchao Wei Zilong Huang Alexander G. Schwing Róbert Brunner Hrant Khachatrian Hovnatan Karapetyan Ivan Dozier Greg Rose	1
+ PDF Chat	Alleviating Semantic-level Shift: A Semi-supervised Domain Adaptation Method for Semantic Segmentation	2020	Zhonghao Wang Yunchao Wei Rogério Feris Jinjun Xiong Wen‐mei Hwu Thomas S. Huang Humphrey Shi	1
+ PDF Chat	FOAL: Fast Online Adaptive Learning for Cardiac Motion Estimation	2020	Hanchao Yu Shanhui Sun Haichao Yu Xiaohong Chen Humphrey Shi Thomas S. Huang Terrence Chen	1
+ PDF Chat	CCNet: Criss-Cross Attention for Semantic Segmentation	2020	Zilong Huang Xinggang Wang Yunchao Wei Lichao Huang Humphrey Shi Wenyu Liu Thomas S. Huang	1
+ PDF Chat	AGE challenge: Angle Closure Glaucoma Evaluation in Anterior Segment Optical Coherence Tomography	2020	Huazhu Fu Fei Li Xu Sun Xingxing Cao Jingan Liao José Ignacio Orlando Tao Xing Yuexiang Li Shihao Zhang Mingkui Tan	1
+ PDF Chat	Disc-Aware Ensemble Network for Glaucoma Screening From Fundus Image	2018	Huazhu Fu Jun Cheng Yanwu Xu Changqing Zhang Damon Wing Kee Wong Jiang Liu Xiaochun Cao	1
+ PDF Chat	The HAM10000 dataset, a large collection of multi-source dermatoscopic images of common pigmented skin lesions	2018	Philipp Tschandl Cliff Rosendahl Harald Kittler	1
+ PDF Chat	Applications of deep learning in fundus images: A review	2021	Tao Li Bo Wang Chunyu Hu Hong Kang Hanruo Liu Kai Wang Huazhu Fu	1
+ PDF Chat	Self-Constructing Graph Convolutional Networks for Semantic Labeling	2020	Qinghui Liu Michael Kampffmeyer Robert Jenssen Arnt-Børre Salberg	1
+ PDF Chat	AlignSeg: Feature-Aligned Segmentation Networks	2021	Zilong Huang Yunchao Wei Xinggang Wang Humphrey Shi Wenyu Liu Thomas S. Huang	1
+	SLSNet: Skin lesion segmentation using a lightweight generative adversarial network	2021	Md. Mostafa Kamal Sarker Hatem A. Rashwan Farhan Akram Vivek Kumar Singh Syeda Furruka Banu Forhad Uddin Hasan Chowdhury Kabir Ahmed Choudhury Sylvie Chambon Petia Radeva Domènec Puig	1
+ PDF Chat	Evaluating Deep Neural Networks Trained on Clinical Images in Dermatology with the Fitzpatrick 17k Dataset	2021	Matthew Groh Caleb Harris Luis R. Soenksen F. Din-Houn Lau Rachel Han Aerin Kim Arash Koochek Omar Badri	1
+	REFUGE2 Challenge: A Treasure Trove for Multi-Dimension Analysis and Evaluation in Glaucoma Screening	2022	Huihui Fang Fei Li Huazhu Fu Xu Sun Xing-Xing Cao Jaemin Son Shuang Yu Menglu Zhang Chenglang Yuan Cheng Bian	1
+ PDF Chat	Disparities in dermatology AI performance on a diverse, curated clinical image set	2022	Roxana Daneshjou Kailas Vodrahalli Roberto A. Novoa Melissa Jenkins Weixin Liang Veronica Rotemberg Justin Ko Susan M. Swetter Elizabeth E. Bailey Olivier Gevaert	1
+	ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation	2016	Adam Paszke Abhishek Chaurasia Sangpil Kim Eugenio Culurciello	1