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International Symposium on Biomedical Imaging Workshops

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1.Pneumothorax Segmentation with Effective Conditioned Post-Processing in Chest X-Ray

机译：有效条件后处理的胸部X线气胸分割
- 作者：Vladimir GROZA;Artur KUZIN
- 会议名称：《International Symposium on Biomedical Imaging Workshops》 | 2020年
- Neural Network;
- Deep Learning;
- Segmentation;
- Medical Imaging;
2.A GMM Based Algorithm To Generate Point-Cloud And Its Application To Neuroimaging

机译：基于GMM的点云生成算法及其在神经成像中的应用
- 作者：Liu Yang;Rudrasis Chakraborty
- 会议名称：《International Symposium on Biomedical Imaging Workshops》 | 2020年
- GMM;
- point-cloud;
- generation;
- dementia;
3.C-Algl Net: Pathological Images Generate Diagnostic Results

机译：C-Algl Net：病理图像产生诊断结果
- 作者：Zongkai Lian;Haiqiong Yang;Fan Wu;Mingxin Li;Shancheng Jiang
- 会议名称：《International Symposium on Biomedical Imaging Workshops》 | 2020年
- Diagnostic result text generation;
- Skin histopathological image;
- Visual attention;
4.Deepsharpen: Deep-Learning Based Sharpening Of 3D Reconstruction Map From Cryo-Electron Microscopy

机译：Deepsharpen：基于低温学习的冷冻电子显微镜对3D重建图的锐化
- 作者：Mona Zehni;Minh N. Do;Zhizhen Zhao
- 会议名称：《International Symposium on Biomedical Imaging Workshops》 | 2020年
- density map sharpening;
- post-processing;
- local resolution;
- protein data bank;
- cryo-EM;
5.A Novel U-Like Network For The Segmentation Of Thoracic Organs

机译：一种新型的U-Like网络，用于分割胸腔器官
- 作者：Jun Shi;Ke Wen;Xiaoyu Hao;Xudong Xue;Hong An;Hongyan Zhang
- 会议名称：《International Symposium on Biomedical Imaging Workshops》 | 2020年
- OARs segmentation;
- radiation therapy;
- convolutional neural network (CNN);
- hybrid dilated convolution;
- multi-task learning;
6.Systematic Analysis And Automated Search Of Hyper-Parameters For Cell Classifier Training

机译：用于细胞分类器训练的超参数的系统分析和自动搜索
- 作者：Philipp Gräbel;Gregor Nickel;Martina Crysandt;Reinhild Herwartz;Melanie Baumann;Barbara M. Klinkhammer;Peter Boor;Tim H. Brümmendorf;Dorit Merhof
- 会议名称：《International Symposium on Biomedical Imaging Workshops》 | 2020年
- Cell Classification;
- Hyper-parameters;
- Hyper-parameter Optimization;
7.Joint Low Dose CT Denoising And Kidney Segmentation

机译：联合小剂量CT降噪和肾脏分割
- 作者：Mohammad Eslami;Solale Tabarestani;Malek Adjouadi
- 会议名称：《International Symposium on Biomedical Imaging Workshops》 | 2020年
- Low Dose CT;
- Denoising;
- Segmentation;
- Deep Convolutional Network;
- Conditional GAN;
- image-to-images translation;
8.Lung Lobe Segmentation With Automated Quality Assurance Using Deep Convolutional Neural Networks

机译：使用深度卷积神经网络的具有自动质量保证的肺叶分割
- 作者：Sundaresh Ram;Stephen M. Humphries;David A. Lynch;Craig J. Galban;Charles R. Hatt
- 会议名称：《International Symposium on Biomedical Imaging Workshops》 | 2020年
- Computed tomography;
- deep learning;
- convolutional neural networks;
- lung lobe segmentation;
- uncertainty estimation;
9.Low-Dose Pet Image Restoration With 2D And 3D Network Prior Learning

机译：通过2D和3D网络事前学习进行低剂量宠物图像恢复
- 作者：Yu Gong;Hongming Shan;Yueyang Teng;Hairong Zheng;Ge Wang;Shanshan Wang
- 会议名称：《International Symposium on Biomedical Imaging Workshops》 | 2020年
- Deep learning;
- normal-dose PET restoration;
- WGAN;
10.Deeply-Supervised Multi-Dose Prior Learning For Low-Dose Pet Imaging

机译：深度指导的多剂量先验学习，用于低剂量宠物成像
- 作者：Yu Gong;Hongming Shan;Yueyang Teng;Hairong Zheng;Ge Wang;Shanshan Wang
- 会议名称：《International Symposium on Biomedical Imaging Workshops》 | 2020年
- Deep learning;
- low-dose PET;
- deeply-supervised;
- multi-dosage;
11.A Decision Support System For Retinal Image Defect Detection

机译：视网膜图像缺陷检测决策支持系统
- 作者：Aparna Kanakatte;Jayavardhana Gubbi;Avik Ghose;Balamuralidhar Purushothaman
- 会议名称：《International Symposium on Biomedical Imaging Workshops》 | 2020年
- Decision Support System;
- Retinal imaging;
- Glaucoma;
- Diabetic Retinopathy;
12.Topological Signal Processing in Neuroimaging Studies

机译：神经影像研究中的拓扑信号处理
- 作者：Yuan Wang;Roozbeh Behroozmand;Lorelei Phillip Johnson;Leonardo Bonilha;Julius Fridriksson
- 会议名称：《International Symposium on Biomedical Imaging Workshops》 | 2020年
13.Sparse Anett For Solving Inverse Problems With Deep Learning

机译：稀疏Anett通过深度学习解决逆问题
- 作者：Daniel Obmann;Linh Nguyen;Johannes Schwab;Markus Haltmeier
- 会议名称：《》 | 2020年
- Inverse problems;
- sparsity;
- regularization;
- deep learning;
- autoencoder;
14.Preliminary Studies On Training And Fine-Tuning Deep Denoiser Neural Networks In Learned D-Amp For Undersampled Real Mr Measurements

机译：在欠采样真实Mr测量中学习D-Amp的深Denoiser神经网络的训练和微调的初步研究
- 作者：Hanvit Kim;Dong Un Kang;Se Young Chun
- 会议名称：《International Symposium on Biomedical Imaging Workshops》 | 2020年
- CS-MRI;
- LDAMP;
- SURE;
15.Oct Segmentation Using Convolutional Neural Network

机译：使用卷积神经网络进行Oct分割
- 作者：Neetha George;Jiji CV
- 会议名称：《International Symposium on Biomedical Imaging Workshops》 | 2020年
- Edema segmentation;
- Convolutional Neural Network;
- EDI OCT;
- Choroid segmentation;
16.Csrgan: Medical Image Super-Resolution Using A Generative Adversarial Network

机译：Csrgan：使用生成对抗网络的医学图像超分辨率
- 作者：Yongpei Zhu;Zicong Zhou;Guojun Liao;Kehong Yuan
- 会议名称：《International Symposium on Biomedical Imaging Workshops》 | 2020年
- Super-resolution;
- Differential geometric information;
- CSRGAN;
- Manifold;
17.Deep Quantized Representation For Enhanced Reconstruction

机译：深度量化表示以增强重构
- 作者：Akash Gupta;Abhishek Aich;Kevin Rodriguez;G. Venugopala Reddy;Amit K. Roy-Chowdhury
- 会议名称：《International Symposium on Biomedical Imaging Workshops》 | 2020年
- Cell reconstruction;
- quantized representation;
- shoot apical meristem;
- arabidopsis thaliana;
18.Material Decomposition Problem in Spectral CT: A Transfer Deep Learning Approach

机译：光谱CT中的材料分解问题：一种转移式深度学习方法
- 作者：J Abascal;N Ducros;V Pronina;S Bussod;A Hauptmannz;S Arridge;P Douek;F Peyrin
- 会议名称：《International Symposium on Biomedical Imaging Workshops》 | 2020年
- Spectral CT;
- inverse problem;
- deep learning;
- transfer learning;
19.Pixel-Based Iris and Pupil Segmentation in Cataract Surgery Videos Using Mask R-CNN

机译：白内障手术视频中使用面罩R-CNN的基于像素的虹膜和瞳孔分割
- 作者：Natalia Sokolova;Mario Taschwer;Stephanie Sarny;Doris Putzgruber-Adamitsch;Klaus Schoeffmann
- 会议名称：《International Symposium on Biomedical Imaging Workshops》 | 2020年
- object segmentation;
- cataract surgery videos;
- mask RCNN;
- deep learning;
20.Detection Of Foreign Objects In Chest Radiographs Using Deep Learning

机译：使用深度学习检测胸部X光片中的异物
- 作者：Hrishikesh Deshpande;Tim Harder;Axel Saalbach;Abhivyakti Sawarkar;Thomas Buelow
- 会议名称：《International Symposium on Biomedical Imaging Workshops》 | 2020年
- Chest X-ray;
- foreign objects;
- image classification;
- deep learning;
- transfer learning;
21.Scan-Specific Accelerated Mri Reconstruction Using Recurrent Neural Networks In A Regularized Self-Consistent Framework

机译：在规则自洽框架中使用递归神经网络的扫描特定加速Mri重建
- 作者：SeyedAmir Hossein Hosseini;Burhaneddin Yaman;Chi Zhang;Kâmil Uğurbil;Steen Moeller;Mehmet Akçakaya
- 会议名称：《International Symposium on Biomedical Imaging Workshops》 | 2020年
- Parallel imaging;
- compressed sensing;
- machine learning;
- deep learning;
- neural networks;
- image reconstruction.;
22.Dual-Encoder-Unet For Fast Mri Reconstruction

机译：双编码器-Unet，用于快速Mri重构
- 作者：Amrit Kumar Jethi;Balamurali Murugesan;Keerthi Ram;Mohanasankar Sivaprakasam
- 会议名称：《International Symposium on Biomedical Imaging Workshops》 | 2020年
- Deep learning;
- convolution neural networks;
- dAutomap;
- Unet;
- kspace;
- MRI acceleration;
23.Multi-Channel Deep Neural Network For Temporal Lobe Epilepsy Classification Using Multimodal Mri Data

机译：多通道Mri数据用于颞叶癫痫分类的多通道深度神经网络
- 作者：Maribel Torres-Velázquez;Gyujoon Hwang;Cole John Cook;Bruce Hermann;Vivek Prabhakaran;M. Elizabeth Meyerand;Alan B. McMillan
- 会议名称：《International Symposium on Biomedical Imaging Workshops》 | 2020年
- multi-channel deep neural network;
- multimodal MRI data;
- cognitive data;
- temporal lobe epilepsy;
24.Data Preprocessing Via Compositions Multi-Channel MRI Images to Improve Brain Tumor Segmentation

机译：通过合成多通道MRI图像进行数据预处理以改善脑肿瘤分割
- 作者：N. Tolstokulakov;E. Pavlovskiy;B. Tuchinov;E. Amelina;M. Amelin;A. Letyagin;S. Golushko;V. Groza
- 会议名称：《International Symposium on Biomedical Imaging Workshops》 | 2020年
- Neural Network;
- Deep Learning;
- Segmentation;
- Brain Tumor;
- Multi-channel MRI;
25.Cerebral Microbleed Detection Via Fourier Descriptor with Dual Domain Distribution Modeling

机译：双域分布建模的傅立叶描述子对脑微出血的检测
- 作者：Hangfan Liu;Tanweer Rashid;Mohamad Habes
- 会议名称：《International Symposium on Biomedical Imaging Workshops》 | 2020年
- Dual Domain Distribution;
- Fourier Descriptor;
- Cerebral Microbleed Detection.;
26.Lung CT Screening With 3D Convolutional Neural Network Architectures

机译：具有3D卷积神经网络架构的肺部CT筛查
- 作者：Thiago José Barbosa Lima;Daniela Ushizima;Antonio Oseas de Carvalho Filho;Flávio Henrique Duarte de Araújo
- 会议名称：《International Symposium on Biomedical Imaging Workshops》 | 2020年
- CT;
- pulmonary nodules;
- 3D CNN;
27.3D Few-View CT Image Reconstruction with Deep Learning

机译：深度学习的3D少量视图CT图像重建
- 作者：Huidong Xie;Hongming Shan;Ge Wang
- 会议名称：《International Symposium on Biomedical Imaging Workshops》 | 2020年
- Few-view CT;
- machine learning;
- deep learning.;
28.Investigating Heritability Across Resting State Brain Networks Via Heat Kernel Smoothing on Persistence Diagrams

机译：通过持久性图上的热核平滑研究整个静止状态脑网络的遗传力
- 作者：Arman P. Kulkarni;Moo K. Chung;Barbara B. Bendlin;Vivek Prabhakaran
- 会议名称：《International Symposium on Biomedical Imaging Workshops》 | 2020年
- topological data analysis;
- heat kernel;
- twin study;
- heritability;
- transpositions;
- resting state fMRI;
29.Fusion of Color Bands Using Genetic Algorithm to Segment Melanoma

机译：遗传算法融合彩色带分割黑色素瘤
- 作者：Rafael L Araújo;Daniela M Ushizima;Romuere R V Silva
- 会议名称：《International Symposium on Biomedical Imaging Workshops》 | 2020年
- Skin;
- segmentation;
- genetic algorithm.;
30.DP2 Block: An Improved Multi-Scale Block for Pulmonary Nodule Detection

机译：DP2模块：用于肺结节检测的改进的多尺度模块
- 作者：Hao Zhang;Haoqian Wang;Yongbing Zhang;Yanbin Peng
- 会议名称：《International Symposium on Biomedical Imaging Workshops》 | 2020年
- pulmonary nodule detection;
- deep convolutional neural network;
- multi-scale features;
31.Deep Convolutional Neural Network for Parkinson’s Disease Based Handwriting Screening

机译：深度卷积神经网络用于基于帕金森病的手写体筛选
- 作者：Mohamed Shaban
- 会议名称：《International Symposium on Biomedical Imaging Workshops》 | 2020年
32.Dynamic Topological Data Analysis for Functional Brain Signals

机译：功能性脑信号的动态拓扑数据分析
- 作者：Tananun Songdechakraiwut;Moo K. Chung
- 会议名称：《International Symposium on Biomedical Imaging Workshops》 | 2020年
- Topological data analysis;
- persistent homology;
- barcodes;
- time series;
- resting-state fMRI;
33.Advances in Geometrical Analysis of Topologically-Varying Shapes

机译：拓扑变化形状的几何分析研究进展
- 作者：Anuj Srivastava;Xiaoyang Guo;Hamid Laga
- 会议名称：《International Symposium on Biomedical Imaging Workshops》 | 2020年
- shape analysis;
- elastic graphs;
- trees;
- geometrical shape analysis;