CNN-based Segmentation of Medical Imaging Data

11 January 2017

Baris Kayalibay

Grady Jensen

Patrick van der Smagt

SSeg

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Papers citing "CNN-based Segmentation of Medical Imaging Data"

29 / 29 papers shown

Title
Towards Synchronous Memorizability and Generalizability with Site-Modulated Diffusion Replay for Cross-Site Continual Segmentation Dunyuan Xu Xi Wang Jingyang Zhang Pheng-Ann Heng MedIm CLL 93 0 0 26 Jun 2024
Squeeze Excitation Embedded Attention UNet for Brain Tumor Segmentation G. Prasanna John Rohit Ernest G. Lalitha Sathiya Narayanan 21 3 0 13 May 2023
Segment Anything Model for Medical Image Analysis: an Experimental Study Maciej Mazurowski Haoyu Dong Han Gu Jichen Yang N. Konz Yixin Zhang MedIm VLM 28 472 0 20 Apr 2023
Few-shot Medical Image Segmentation with Cycle-resemblance Attention Hao Ding Changchang Sun Hao Tang Dawen Cai Yan Yan 34 45 0 07 Dec 2022
R2U++: A Multiscale Recurrent Residual U-Net with Dense Skip Connections for Medical Image Segmentation Mehreen Mubashar Hazrat Ali C. Grönlund Shoaib Azmat SSeg 21 66 0 03 Jun 2022
Scale Invariant Semantic Segmentation with RGB-D Fusion Mohammad Dawud Ansari Alwi Husada D. Stricker MDE 22 0 0 10 Apr 2022
Multimodal registration of FISH and nanoSIMS images using convolutional neural network models Xiaojia He C. Meile S. Bhandarkar 22 0 0 14 Jan 2022
Reconstructing Cosmic Polarization Rotation with ResUNet-CMB E. Guzman Joel Meyers 20 9 0 20 Sep 2021
CAN3D: Fast 3D Medical Image Segmentation via Compact Context Aggregation Wei Dai B. Woo Siyu Liu Matthew Marques Craig B. Engstrom P. Greer Stuart Crozier Jason Dowling Shekhar S. Chandra 8 13 0 12 Sep 2021
Medical Image Segmentation with 3D Convolutional Neural Networks: A Survey S. Niyas S. Pawan Anand Kumar Jeny Rajan MedIm 33 83 0 19 Aug 2021
Weighted Intersection over Union (wIoU) for Evaluating Image Segmentation Yeong-Jun Cho 20 17 0 21 Jul 2021
Dual Encoder Fusion U-Net (DEFU-Net) for Cross-manufacturer Chest X-ray Segmentation Lipei Zhang Aozhi Liu Jing Xiao P. Taylor 8 22 0 11 Sep 2020
COVID-19 Screening Using Residual Attention Network an Artificial Intelligence Approach V. Sharma Curtis E. Dyreson 12 18 0 26 Jun 2020
Mass Estimation of Galaxy Clusters with Deep Learning II: CMB Cluster Lensing N. Gupta C. Reichardt 8 13 0 28 May 2020
Learn2Perturb: an End-to-end Feature Perturbation Learning to Improve Adversarial Robustness Ahmadreza Jeddi M. Shafiee Michelle Karg C. Scharfenberger A. Wong OOD AAML 50 63 0 02 Mar 2020
Automated Human Claustrum Segmentation using Deep Learning Technologies A. Albishri Syed Jawad Hussain Shah Anthony Schmiedler S. Kang Yugyung Lee 14 4 0 18 Nov 2019
3D U $^2$ -Net: A 3D Universal U-Net for Multi-Domain Medical Image Segmentation Chao Huang Hu Han Qingsong Yao Shankuan Zhu S. Kevin Zhou OOD SSeg 24 71 0 04 Sep 2019
Domain specific cues improve robustness of deep learning based segmentation of ct volumes Marie Kloenne Sebastian Niehaus L. Lampe A. Merola J. Reinelt Ingo Roeder N. Scherf OOD 21 1 0 23 Jul 2019
CU-Net: Cascaded U-Net with Loss Weighted Sampling for Brain Tumor Segmentation Hongying Liu Xiongjie Shen Fanhua Shang Fei-Yue Wang 12 43 0 17 Jul 2019
Scalable Neural Architecture Search for 3D Medical Image Segmentation Sungwoong Kim Ildoo Kim Sungbin Lim Woonhyuk Baek Chiheon Kim Hyungjoon Cho Boogeon Yoon Taesup Kim 19 74 0 13 Jun 2019
Automated Design of Deep Learning Methods for Biomedical Image Segmentation Fabian Isensee Paul F. Jäger Simon A. A. Kohl Jens Petersen Klaus H. Maier-Hein 3DV SSeg 18 170 0 17 Apr 2019
Automated brain extraction of multi-sequence MRI using artificial neural networks Fabian Isensee Marianne Schell I. Tursunova G. Brugnara D. Bonekamp ... S. Heiland Wolfgang Wick Martin Bendszus Klaus Hermann Maier-Hein Philipp Kickingereder 14 476 0 31 Jan 2019
EV-SegNet: Semantic Segmentation for Event-based Cameras Inigo Alonso Ana C. Murillo 24 136 0 29 Nov 2018
DeepCMB: Lensing Reconstruction of the Cosmic Microwave Background with Deep Neural Networks J. Caldeira W. L. K. Wu Brian D. Nord Camille Avestruz Shubhendu Trivedi K. Story 6 63 0 02 Oct 2018
No New-Net Fabian Isensee Philipp Kickingereder Wolfgang Wick Martin Bendszus Klaus H. Maier-Hein SSeg 9 394 0 27 Sep 2018
Autofocus Layer for Semantic Segmentation Yao Qin Konstantinos Kamnitsas Siddharth Ancha Jay Nanavati G. Cottrell A. Criminisi A. Nori SSeg MedIm 14 111 0 22 May 2018
Aerial LaneNet: Lane Marking Semantic Segmentation in Aerial Imagery using Wavelet-Enhanced Cost-sensitive Symmetric Fully Convolutional Neural Networks S. Azimi P. Fischer Marco Körner P. Reinartz 16 100 0 19 Mar 2018
Brain Tumor Segmentation and Radiomics Survival Prediction: Contribution to the BRATS 2017 Challenge Fabian Isensee Philipp Kickingereder Wolfgang Wick Martin Bendszus Klaus H. Maier-Hein 11 493 0 28 Feb 2018
Data-Driven Color Augmentation Techniques for Deep Skin Image Analysis Adrian Galdran Aitor Alvarez-Gila Maria Inês Meyer C. L. Saratxaga Teresa Araújo Estíbaliz Garrote Guilherme Aresta P. Costa A. Mendonça A. Campilho 19 63 0 10 Mar 2017