Parallel Multi-Dimensional LSTM, With Application to Fast Biomedical Volumetric Image Segmentation

24 June 2015

Papers citing "Parallel Multi-Dimensional LSTM, With Application to Fast Biomedical Volumetric Image Segmentation"

34 / 34 papers shown

Title
Autonomous Robotic Drilling System for Mice Cranial Window Creation Enduo Zhao M. M. Marinho K. Harada 21 5 0 20 Jun 2024
LiteLSTM Architecture Based on Weights Sharing for Recurrent Neural Networks Nelly Elsayed Zag ElSayed Anthony Maida 32 0 0 12 Jan 2023
ME-Net: Multi-Encoder Net Framework for Brain Tumor Segmentation Wenbo Zhang Guang Yang He Huang Weiji Yang Xiaomei Xu Yongkai Liu Xiaobo Lai 31 101 0 21 Mar 2022
LiteLSTM Architecture for Deep Recurrent Neural Networks Nelly Elsayed Zag ElSayed Anthony Maida 40 5 0 27 Jan 2022
Spatial Dependency Networks: Neural Layers for Improved Generative Image Modeling DJordje Miladinović Aleksandar Stanić Stefan Bauer Jürgen Schmidhuber J. M. Buhmann DRL 13 9 0 16 Mar 2021
Convolutional Tensor-Train LSTM for Spatio-temporal Learning Jiahao Su Wonmin Byeon Jean Kossaifi Furong Huang Jan Kautz Anima Anandkumar AI4TS 19 119 0 21 Feb 2020
ARMA Nets: Expanding Receptive Field for Dense Prediction Jiahao Su Shiqi Wang Furong Huang 26 1 0 15 Feb 2020
Machine Learning Techniques for Biomedical Image Segmentation: An Overview of Technical Aspects and Introduction to State-of-Art Applications Hyunseok Seo M. B. Khuzani V. Vasudevan Charles Huang Hongyi Ren Ruoxiu Xiao Xiao Jia Lei Xing VLM 24 218 0 06 Nov 2019
Speech Emotion Recognition with Dual-Sequence LSTM Architecture Jianyou Wang Michael Xue Ryan Culhane Enmao Diao Jie Ding Vahid Tarokh AI4TS 12 109 0 20 Oct 2019
ELSA: A Throughput-Optimized Design of an LSTM Accelerator for Energy-Constrained Devices E. Azari S. Vrudhula 12 5 0 19 Oct 2019
A Review of Modularization Techniques in Artificial Neural Networks Mohammed Amer Tomás Maul 26 80 0 29 Apr 2019
Veritatem Dies Aperit- Temporally Consistent Depth Prediction Enabled by a Multi-Task Geometric and Semantic Scene Understanding Approach Amir Atapour-Abarghouei T. Breckon MDE 33 34 0 26 Mar 2019
Recurrent neural networks for aortic image sequence segmentation with sparse annotations Wenjia Bai Hideaki Suzuki C. Qin G. Tarroni Ozan Oktay Paul M. Matthews Daniel Rueckert MedIm 28 112 0 01 Aug 2018
Microscopy Cell Segmentation via Convolutional LSTM Networks Assaf Arbelle Tammy Riklin-Raviv 42 73 0 29 May 2018
A Segmentation-aware Deep Fusion Network for Compressed Sensing MRI Zhiwen Fan Liyan Sun Xinghao Ding Yue Huang C. Cai John Paisley MedIm 30 27 0 04 Apr 2018
Applications of Deep Learning and Reinforcement Learning to Biological Data M. S. M. Mahmud M. S. Kaiser Amir Hussain S. Vassanelli OffRL AI4CE 41 641 0 10 Nov 2017
Wider and Deeper, Cheaper and Faster: Tensorized LSTMs for Sequence Learning Zhen He Shaobing Gao Liang Xiao Daxue Liu Hangen He David Barber AIMat 37 64 0 05 Nov 2017
Improving Deep Pancreas Segmentation in CT and MRI Images via Recurrent Neural Contextual Learning and Direct Loss Function Jinzheng Cai Le Lu Yuanpu Xie Fuyong Xing L. Yang MedIm SSeg 35 132 0 16 Jul 2017
Extracting 3D Vascular Structures from Microscopy Images using Convolutional Recurrent Networks Russell Bates B. Irving B. Markelc Jakob Kaeppler R. Muschel Vicente Grau Julia A. Schnabel MedIm 19 20 0 26 May 2017
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 337 10,633 0 19 Feb 2017
A Fixed-Point Model for Pancreas Segmentation in Abdominal CT Scans Yuyin Zhou Lingxi Xie Wei Shen Yan Wang Elliot K. Fishman Alan Yuille MedIm 41 36 0 25 Dec 2016
FusionNet: A deep fully residual convolutional neural network for image segmentation in connectomics Tran Minh Quan David Grant Colburn Hildebrand W. Jeong 24 236 0 16 Dec 2016
Recurrent Convolutional Networks for Pulmonary Nodule Detection in CT Imaging P. Ypsilantis Giovanni Montana MedIm 16 31 0 28 Sep 2016
Combining Fully Convolutional and Recurrent Neural Networks for 3D Biomedical Image Segmentation Jianxu Chen L. Yang Yizhe Zhang M. Alber Danny Chen 29 309 0 05 Sep 2016
The Importance of Skip Connections in Biomedical Image Segmentation M. Drozdzal Eugene Vorontsov Gabriel Chartrand Samuel Kadoury C. Pal MedIm 35 1,035 0 14 Aug 2016
A Siamese Long Short-Term Memory Architecture for Human Re-Identification Rahul Rama Varior Bing Shuai Jiwen Lu Dong Xu G. Wang VLM 28 575 0 28 Jul 2016
Deep learning trends for focal brain pathology segmentation in MRI Mohammad Havaei N. Guizard Hugo Larochelle Pierre-Marc Jodoin OOD 22 83 0 18 Jul 2016
Deep Learning Convolutional Networks for Multiphoton Microscopy Vasculature Segmentation Petteri Teikari Marc A. Santos Charissa Poon K. Hynynen 3DV 21 48 0 08 Jun 2016
Semantic Object Parsing with Graph LSTM Xiaodan Liang Xiaohui Shen Jiashi Feng Liang Lin Shuicheng Yan 32 354 0 23 Mar 2016
Deep Learning in Bioinformatics Seonwoo Min Byunghan Lee Sungroh Yoon AI4CE 3DV 36 1,351 0 21 Mar 2016
Pixel Recurrent Neural Networks Aaron van den Oord Nal Kalchbrenner Koray Kavukcuoglu SSeg GAN 272 2,552 0 25 Jan 2016
ReSeg: A Recurrent Neural Network-based Model for Semantic Segmentation Francesco Visin Marco Ciccone Adriana Romero Kyle Kastner Kyunghyun Cho Yoshua Bengio Matteo Matteucci Aaron Courville VLM SSeg 19 251 0 22 Nov 2015
Spatio-temporal video autoencoder with differentiable memory Viorica Patraucean Ankur Handa R. Cipolla 45 307 0 19 Nov 2015
Semantic Object Parsing with Local-Global Long Short-Term Memory Xiaodan Liang Xiaohui Shen Donglai Xiang Jiashi Feng Liang Lin Shuicheng Yan 14 185 0 14 Nov 2015