Amelie Rauland

Generating author description...

All published works

Action	Title	Year	Authors
+ PDF Chat	Medical Image Segmentation Review: The Success of U-Net	2024	Reza Azad Ehsan Khodapanah Aghdam Amelie Rauland Yiwei Jia Atlas Haddadi Avval Afshin Bozorgpour Sanaz Karimijafarbigloo Joseph Cohen Ehsan Adeli Dorit Merhof
+	Medical Image Segmentation Review: The success of U-Net	2022	Reza Azad Ehsan Khodapanah Aghdam Amelie Rauland Yiwei Jia Atlas Haddadi Avval Afshin Bozorgpour Sanaz Karimijafarbigloo Joseph Cohen Ehsan Adeli Dorit Merhof

Common Coauthors

Coauthor	Papers Together
Sanaz Karimijafarbigloo	2
Joseph Cohen	2
Ehsan Adeli	2
Ehsan Khodapanah Aghdam	2
Afshin Bozorgpour	2
Dorit Merhof	2
Reza Azad	2
Atlas Haddadi Avval	2
Yiwei Jia	1
Yiwei Jia	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Fully convolutional networks for semantic segmentation	2015	Jonathan Long Evan Shelhamer Trevor Darrell	1
+ PDF Chat	Rethinking the Inception Architecture for Computer Vision	2016	Christian Szegedy Vincent Vanhoucke Sergey Ioffe Jon Shlens Zbigniew Wojna	1
+ PDF Chat	Deep Residual Learning for Image Recognition	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	1
+ 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	1
+ PDF Chat	3D U-Net: Learning Dense Volumetric Segmentation from Sparse Annotation	2016	Özgün Çiçek Ahmed Abdulkadir Soeren S. Lienkamp Thomas Brox Olaf Ronneberger	1
+ PDF Chat	The Importance of Skip Connections in Biomedical Image Segmentation	2016	Michal Drozdzal Eugene Vorontsov Gabriel Chartrand Samuel Kadoury Chris Pal	1
+ PDF Chat	Deformable Convolutional Networks	2017	Jifeng Dai Haozhi Qi Yuwen Xiong Yi Li Guodong Zhang Han Hu Yichen Wei	1
+ PDF Chat	GP-Unet: Lesion Detection from Weak Labels with a 3D Regression Network	2017	Florian Dubost Gerda Bortsova Hieab H.H. Adams M. Arfan Ikram Wiro J. Niessen Meike W. Vernooij Marleen de Bruijne	1
+ PDF Chat	Squeeze-and-Excitation Networks	2018	Jie Hu Li Shen Gang Sun	1
+ PDF Chat	Road Extraction by Deep Residual U-Net	2018	Zhengxin Zhang Qingjie Liu Yunhong Wang	1
+	Attention U-Net: Learning Where to Look for the Pancreas	2018	Ozan Oktay Jo Schlemper Loïc Le Folgoc Matthew C. H. Lee Mattias P. Heinrich‬ Kazunari Misawa Kensaku Mori Steven McDonagh Nils Hammerla Bernhard Kainz	1
+ PDF Chat	UNet++: A Nested U-Net Architecture for Medical Image Segmentation	2018	Zongwei Zhou Md Mahfuzur Rahman Siddiquee Nima Tajbakhsh Jianming Liang	1
+	Deep learning to achieve clinically applicable segmentation of head and neck anatomy for radiotherapy	2018	Stanislav Nikolov Sam Blackwell Alexei Zverovitch R. Mendes Michelle Livne Jeffrey De Fauw Yojan Patel Clemens Meyer Harry Askham Bernardino Romera‐Paredes	1
+ PDF Chat	Dense Multi-path U-Net for Ischemic Stroke Lesion Segmentation in Multiple Image Modalities	2019	José Dolz Ismail Ben Ayed Christian Desrosiers	1
+ PDF Chat	DUNet: A deformable network for retinal vessel segmentation	2019	Qiangguo Jin Zhaopeng Meng Tuan D. Pham Qi Chen Leyi Wei Ran Su	1
+ PDF Chat	RA-UNet: A Hybrid Deep Attention-Aware Network to Extract Liver and Tumor in CT Scans	2020	Qiangguo Jin Zhaopeng Meng Changming Sun Hui Cui Ran Su	1
+ PDF Chat	Why rankings of biomedical image analysis competitions should be interpreted with care	2018	Lena Maier‐Hein Matthias Eisenmann Annika Reinke Sinan Onogur Marko Stankovic Patrick Scholz Tal Arbel Hrvoje Bogunović Andrew P. Bradley Aaron Carass	1
+ PDF Chat	Asymmetric Loss Functions and Deep Densely-Connected Networks for Highly-Imbalanced Medical Image Segmentation: Application to Multiple Sclerosis Lesion Detection	2018	Seyed Raein Hashemi Seyed Sadegh Mohseni Salehi Deniz Erdoğmuş Sanjay P. Prabhu Simon K. Warfield Ali Gholipour	1
+	A large annotated medical image dataset for the development and evaluation of segmentation algorithms	2019	Amber L. Simpson Michela Antonelli Spyridon Bakas Michel Bilello Keyvan Farahani Bram van Ginneken Annette Kopp‐Schneider Bennett A. Landman Geert Litjens Bjoern Menze	1
+ PDF Chat	MultiResUNet : Rethinking the U-Net architecture for multimodal biomedical image segmentation	2019	Nabil Ibtehaz M. Sohel Rahman	1
+ PDF Chat	Fully Dense UNet for 2-D Sparse Photoacoustic Tomography Artifact Removal	2019	Steven Guan Amir Khan Siddhartha Sikdar Parag V. Chitnis	1
+ PDF Chat	A Novel Focal Tversky Loss Function With Improved Attention U-Net for Lesion Segmentation	2019	Nabila Abraham Naimul Khan	1
+ PDF Chat	V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation	2016	Fausto Milletarì Nassir Navab Seyed‐Ahmad Ahmadi	1
+ PDF Chat	Brain Tumor Segmentation and Radiomics Survival Prediction: Contribution to the BRATS 2017 Challenge	2018	Fabian Isensee Philipp Kickingereder Wolfgang Wick Martin Bendszus Klaus H. Maier‐Hein	1
+ PDF Chat	Densely Connected Convolutional Networks	2017	Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger	1
+ PDF Chat	Glioma Segmentation with Cascaded UNet	2019	Dmitrii Lachinov Evgeny Vasiliev Вадим Турлапов	1
+	SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation	2017	Vijay Badrinarayanan A. C. Kendall Roberto Cipolla	1
+ PDF Chat	H-DenseUNet: Hybrid Densely Connected UNet for Liver and Tumor Segmentation From CT Volumes	2018	Xiaomeng Li Hao Chen Xiaojuan Qi Qi Dou Chi‐Wing Fu Pheng‐Ann Heng	1
+ PDF Chat	U-Net with Spatial Pyramid Pooling for Drusen Segmentation in Optical Coherence Tomography	2019	Rhona Asgari Sebastian M. Waldstein Ferdinand Georg Schlanitz Magdalena Baratsits Ursula Schmidt‐Erfurth Hrvoje Bogunović	1
+ PDF Chat	MFP-Unet: A novel deep learning based approach for left ventricle segmentation in echocardiography	2019	Shakiba Moradi Mostafa Ghelich Oghli Azin Alizadehasl Isaac Shiri Niki Oveisi Mehrdad Oveisi Majid Maleki Jan D’hooge	1
+ PDF Chat	Bi-Directional ConvLSTM U-Net with Densley Connected Convolutions	2019	Reza Azad Maryam Asadi-Aghbolaghi Mahmood Fathy Sérgio Escalera	1
+	UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation	2019	Zongwei Zhou Md Mahfuzur Rahman Siddiquee Nima Tajbakhsh Jianming Liang	1
+	Axial Attention in Multidimensional Transformers	2019	Jonathan Ho Nal Kalchbrenner Dirk Weissenborn Tim Salimans	1
+ PDF Chat	UNet 3+: A Full-Scale Connected UNet for Medical Image Segmentation	2020	Hui-Min Huang Lanfen Lin Ruofeng Tong Hongjie Hu Qiaowei Zhang Yutaro Iwamoto Xian‐Hua Han Yen‐Wei Chen Jian Wu	1
+ PDF Chat	Brain Tumor Segmentation and Survival Prediction Using 3D Attention UNet	2020	Mobarakol Islam V. S. Vibashan V. Jeya Maria Jose Navodini Wijethilake Utkarsh Uppal Hongliang Ren	1
+ PDF Chat	Deep semantic segmentation of natural and medical images: a review	2020	Saeid Asgari Taghanaki Kumar Abhishek Joseph Cohen Julien Cohen‐Adad Ghassan Hamarneh	1
+ PDF Chat	DoubleU-Net: A Deep Convolutional Neural Network for Medical Image Segmentation	2020	Debesh Jha Michael A. Riegler Dag Johansen Pål Halvorsen Håvard D. Johansen	1
+ PDF Chat	BiO-Net: Learning Recurrent Bi-directional Connections for Encoder-Decoder Architecture	2020	Tiange Xiang Chaoyi Zhang Dongnan Liu Yang Song Heng Huang Weidong Cai	1
+	An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale	2020	Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai Thomas Unterthiner Mostafa Dehghani Matthias Minderer Georg Heigold Sylvain Gelly	1
+	U-Net and Its Variants for Medical Image Segmentation: A Review of Theory and Applications	2021	Nahian Siddique Sidike Paheding Colin Elkin Vijay Devabhaktuni	1
+ PDF Chat	Axial-DeepLab: Stand-Alone Axial-Attention for Panoptic Segmentation	2020	Huiyu Wang Yukun Zhu Bradley Green Hartwig Adam Alan Yuille Liang-Chieh Chen	1
+	Capsules for biomedical image segmentation	2020	Rodney LaLonde Ziyue Xu Ismail Irmakci Sanjay Jain Ulaş Bağcı	1
+ PDF Chat	U2-Net: A Bayesian U-Net Model With Epistemic Uncertainty Feedback For Photoreceptor Layer Segmentation In Pathological OCT Scans	2019	José Ignacio Orlando Philipp Seeböck Hrvoje Bogunović Sophie Klimscha Christoph Grechenig Sebastian M. Waldstein Bianca S. Gerendas Ursula Schmidt‐Erfurth	1
+ PDF Chat	Improving the Segmentation of Anatomical Structures in Chest Radiographs Using U-Net with an ImageNet Pre-trained Encoder	2018	Maayan Frid-Adar Avi Ben-Cohen Rula Amer Hayit Greenspan	1
+ PDF Chat	Joint Optic Disc and Cup Segmentation Based on Multi-Label Deep Network and Polar Transformation	2018	Huazhu Fu Jun Cheng Yanwu Xu Damon Wing Kee Wong Jiang Liu Xiaochun Cao	1
+	TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation	2021	Jieneng Chen Yongyi Lu Qihang Yu Xiangde Luo Ehsan Adeli Yan Wang Le Lü Alan Yuille Yuyin Zhou	1
+ PDF Chat	Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions	2021	Wenhai Wang Enze Xie Xiang Li Deng-Ping Fan Kaitao Song Ding Liang Tong Lü Ping Luo Ling Shao	1
+ PDF Chat	Image Segmentation Using Deep Learning: A Survey	2021	Shervin Minaee Yuri Boykov Fatih Porikli Antonio Plaza Nasser Kehtarnavaz Demetri Terzopoulos	1
+ PDF Chat	Swin Transformer: Hierarchical Vision Transformer using Shifted Windows	2021	Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin Baining Guo	1
+	Conditional Positional Encodings for Vision Transformers	2021	Xiangxiang Chu Zhi Tian Bo Zhang Xinlong Wang Xiaolin Wei Huaxia Xia Chunhua Shen	1