MultiResUNet : Rethinking the U-Net Architecture for Multimodal Biomedical Image Segmentation

11 February 2019

Papers citing "MultiResUNet : Rethinking the U-Net Architecture for Multimodal Biomedical Image Segmentation"

32 / 82 papers shown

Title
Predicting Mechanically Driven Full-Field Quantities of Interest with Deep Learning-Based Metamodels S. Mohammadzadeh Emma Lejeune AI4CE 28 28 0 24 Jul 2021
Modality specific U-Net variants for biomedical image segmentation: A survey Narinder Singh Punn Sonali Agarwal SSeg 32 144 0 09 Jul 2021
Content-Aware Convolutional Neural Networks Yong Guo Yaofo Chen Mingkui Tan Kui Jia Jian Chen Jingdong Wang 36 8 0 30 Jun 2021
Knowledge distillation from multi-modal to mono-modal segmentation networks Minhao Hu Matthis Maillard Ya Zhang Tommaso Ciceri Giammarco La Barbera Isabelle Bloch Pietro Gori 23 127 0 17 Jun 2021
Prostate Gland Segmentation in Histology Images via Residual and Multi-Resolution U-Net Julio Silva-Rodríguez Elena Payá-Bosch Gabriel García Adrián Colomer Valery Naranjo MedIm 17 8 0 21 May 2021
AG-CUResNeSt: A Novel Method for Colon Polyp Segmentation D. V. Sang Tran Quang Chung P. N. Lan D. V. Hang D. Long N. T. Thuy 122 21 0 02 May 2021
A Data-Driven Approach to Full-Field Damage and Failure Pattern Prediction in Microstructure-Dependent Composites using Deep Learning R. Sepasdar Anuj Karpatne Maryam Shakiba AI4CE 29 60 0 09 Apr 2021
TransMed: Transformers Advance Multi-modal Medical Image Classification Yin Dai Yifan Gao ViT MedIm 38 281 0 10 Mar 2021
CovTANet: A Hybrid Tri-level Attention Based Network for Lesion Segmentation, Diagnosis, and Severity Prediction of COVID-19 Chest CT Scans Tanvir Mahmud Md. Jahin Alam Sakib Chowdhury Shams Nafisa Ali Md. Maisoon Rahman Shaikh Anowarul Fattah Mohammad Saquib 18 37 0 03 Jan 2021
DIPPAS: A Deep Image Prior PRNU Anonymization Scheme F. Picetti S. Mandelli Paolo Bestagini V. Lipari Stefano Tubaro 38 12 0 07 Dec 2020
U-Net and its variants for medical image segmentation: theory and applications N. Siddique Sidike Paheding Colin P. Elkin Vijay Devabhaktuni SSeg 28 1,045 0 02 Nov 2020
Medical Image Segmentation Using Deep Learning: A Survey Risheng Wang Tao Lei Xiaogang Du Yong Wan Hongying Meng A. Nandi SSeg OOD 33 544 0 28 Sep 2020
ESTAN: Enhanced Small Tumor-Aware Network for Breast Ultrasound Image Segmentation Bryar Shareef Aleksandar Vakanski Min Xian Phoebe E. Freer 19 47 0 27 Sep 2020
Review: Deep Learning in Electron Microscopy Jeffrey M. Ede 36 79 0 17 Sep 2020
UXNet: Searching Multi-level Feature Aggregation for 3D Medical Image Segmentation Yuanfeng Ji Ruimao Zhang Zhuguo Li Jiamin Ren Shaoting Zhang Ping Luo 3DPC 11 23 0 16 Sep 2020
ARPM-net: A novel CNN-based adversarial method with Markov Random Field enhancement for prostate and organs at risk segmentation in pelvic CT images Zhuangzhuang Zhang T. Zhao Hiram Gay Weixiong Zhang B. Sun MedIm 27 29 0 11 Aug 2020
MS-NAS: Multi-Scale Neural Architecture Search for Medical Image Segmentation Xingang Yan Weiwen Jiang Yiyu Shi Cheng Zhuo 20 47 0 13 Jul 2020
Adipose Tissue Segmentation in Unlabeled Abdomen MRI using Cross Modality Domain Adaptation Samira Masoudi Syed Muhammad Anwar Stephanie Harmon Peter L. Choyke B. Turkbey Ulas Bagci MedIm 11 11 0 11 May 2020
PPG2ABP: Translating Photoplethysmogram (PPG) Signals to Arterial Blood Pressure (ABP) Waveforms using Fully Convolutional Neural Networks Nabil Ibtehaz Sakib Mahmud Muhammad E. H. Chowdhury Amith Khandakar Mohamed Arselene Ayari Anas Tahir Mohammad Sohel Rahman MedIm 26 75 0 04 May 2020
Boundary-aware Context Neural Network for Medical Image Segmentation Ruxin Wang Shuyuan Chen Chaojie Ji Jianping Fan Ye Li 27 138 0 03 May 2020
Residual Attention U-Net for Automated Multi-Class Segmentation of COVID-19 Chest CT Images Xiaocong Chen Lina Yao Yu Zhang 31 197 0 12 Apr 2020
A Multi-scale CNN-CRF Framework for Environmental Microorganism Image Segmentation Jinghua Zhang Chen Li Frank Kulwa Xin Zhao Changhao Sun Zihan Li Tao Jiang Hong Li Shouliang Qi 10 22 0 08 Mar 2020
Physical Accuracy of Deep Neural Networks for 2D and 3D Multi-Mineral Segmentation of Rock micro-CT Images Ying Da Wang Mehdi Shabaninejad R. Armstrong P. Mostaghimi 3DV 16 19 0 13 Feb 2020
Evolution of Image Segmentation using Deep Convolutional Neural Network: A Survey F. Sultana Abu Sufian P. Dutta SSeg 29 250 0 13 Jan 2020
Deep Learning-Based Solvability of Underdetermined Inverse Problems in Medical Imaging Chang Min Hyun Seong Hyeon Baek M. Lee S. Lee J.K. Seo 27 39 0 06 Jan 2020
Algorithm Unrolling: Interpretable, Efficient Deep Learning for Signal and Image Processing V. Monga Yuelong Li Yonina C. Eldar 46 1,000 0 22 Dec 2019
J-Net: Randomly weighted U-Net for audio source separation Bo Chen Yen-Min Hsu Hung-yi Lee 25 2 0 29 Nov 2019
MIScnn: A Framework for Medical Image Segmentation with Convolutional Neural Networks and Deep Learning Dominik Muller Frank Kramer 25 117 0 21 Oct 2019
Automatic acute ischemic stroke lesion segmentation using semi-supervised learning Bin Zhao Shuxue Ding Hong Wu Guohua Liu Chen Cao Song Jin Zhiyang Liu 18 10 0 10 Aug 2019
Learning to Segment Skin Lesions from Noisy Annotations Z. Mirikharaji Yiqi Yan Ghassan Hamarneh 38 77 0 10 Jun 2019
BUSIS: A Benchmark for Breast Ultrasound Image Segmentation Min Xian Yingtao Zhang H. Cheng Fei Xu Kuan Huang Boyu Zhang Jianrui Ding C. Ning Ying Wang 28 61 0 09 Jan 2018
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 340 10,633 0 19 Feb 2017