医学 AI

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

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV、eess.IV

Deep Plug-and-Play Prior for Parallel MRI Reconstruction

Ali Pour Yazdanpanah, Onur Afacan, Simon K. Warfield

专题命中 医学影像 ：MRI(title,abstract)；分类 cs.CV、eess.IV

Accurate Esophageal Gross Tumor Volume Segmentation in PET/CT using Two-Stream Chained 3D Deep Network Fusion

Dakai Jin, Dazhou Guo, Tsung-Ying Ho, Adam P. Harrison, Jing Xiao, Chen-kan Tseng, Le Lu

专题命中 医学影像 ：CT(title,abstract)；分类 cs.CV、eess.IV

Comments MICCAI 2019 (early accept and oral presentation)

A Tool for Super-Resolving Multimodal Clinical MRI

Mikael Brudfors, Yael Balbastre, Parashkev Nachev, John Ashburner

专题命中 医学影像 ：MRI(title,abstract)；分类 cs.CV、eess.IV

X-Ray CT Reconstruction of Additively Manufactured Parts using 2.5D Deep Learning MBIR

Amirkoushyar Ziabari, Michael Kirka, Vincent Paquit, Philip Bingham, Singanallur Venkatakrishnan

专题命中 医学影像 ：CT(title,abstract)；分类 cs.CV、eess.IV

LadderNet: Multi-path networks based on U-Net for medical image segmentation

Juntang Zhuang

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV、eess.IV

Recon-GLGAN: A Global-Local context based Generative Adversarial Network for MRI Reconstruction

Balamurali Murugesan, Vijaya Raghavan S, Kaushik Sarveswaran, Keerthi Ram, Mohanasankar Sivaprakasam

专题命中 医学影像 ：MRI(title,abstract)；分类 cs.CV、eess.IV

Comments Accepted at MLMIR-MICCAIW 2019

Motion correction of dynamic contrast enhanced MRI of the liver

Mariëlle J. A. Jansen, Wouter B. Veldhuis, Maarten S. van Leeuwen, Josien P. W. Pluim

专题命中 医学影像 ：MRI(title,abstract)；分类 cs.CV、eess.IV

Optimal input configuration of dynamic contrast enhanced MRI in convolutional neural networks for liver segmentation

Mariëlle J. A. Jansen, Hugo J. Kuijf, Josien P. W. Pluim

专题命中 医学影像 ：MRI(title,abstract)；分类 cs.CV、eess.IV

Comments Submitted to SPIE Medical Imaging 2019

DECT-MULTRA: Dual-Energy CT Image Decomposition With Learned Mixed Material Models and Efficient Clustering

Zhipeng Li, Saiprasad Ravishankar, Yong Long, Jeffrey A. Fessler

专题命中 医学影像 ：CT(title,abstract)；分类 cs.LG、eess.IV

Generalizing Deep Whole Brain Segmentation for Pediatric and Post-Contrast MRI with Augmented Transfer Learning

Camilo Bermudez, Justin Blaber, Samuel W. Remedios, Jess E. Reynolds, Catherine Lebel, Maureen McHugo, Stephan Heckers, Yuankai Huo, Bennett A. Landman

专题命中 医学影像 ：MRI(title,abstract)；分类 cs.CV、eess.IV

Synthesizing Diverse Lung Nodules Wherever Massively: 3D Multi-Conditional GAN-based CT Image Augmentation for Object Detection

Changhee Han, Yoshiro Kitamura, Akira Kudo, Akimichi Ichinose, Leonardo Rundo, Yujiro Furukawa, Kazuki Umemoto, Yuanzhong Li, Hideki Nakayama

专题命中 医学影像 ：CT(title)；diagnosis(abstract)；分类 cs.CV、eess.IV

Comments 9 pages, 6 figures, accepted to 3DV 2019

Spatio-Temporal Deep Learning-Based Undersampling Artefact Reduction for 2D Radial Cine MRI with Limited Data

Andreas Kofler, Marc Dewey, Tobias Schaeffter, Christian Wald, Christoph Kolbitsch

专题命中 医学影像 ：MRI(title,abstract)；分类 cs.LG、eess.IV

Comments To be published in IEEE Transactions on Medical Imaging

SPULTRA: Low-Dose CT Image Reconstruction with Joint Statistical and Learned Image Models

Siqi Ye, Saiprasad Ravishankar, Yong Long, Jeffrey A. Fessler

专题命中 医学影像 ：CT(title,abstract)；分类 eess.IV、eess.SP

Comments Accepted to IEEE Transaction on Medical Imaging

Efficient Structurally-Strengthened Generative Adversarial Network for MRI Reconstruction

Wenzhong Zhou, Huiqian Du, Wenbo Mei, Liping Fang

专题命中 医学影像 ：MRI(title,abstract)；分类 cs.CV、eess.IV

Comments 28 pages

V-NAS: Neural Architecture Search for Volumetric Medical Image Segmentation

Zhuotun Zhu, Chenxi Liu, Dong Yang, Alan Yuille, Daguang Xu

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV、eess.IV

Comments Accepted by 3DV, camera ready version. 8 pages, 4 figures and 5 tables

Low-Dose CT via Deep CNN with Skip Connection and Network in Network

Chenyu You, Linfeng Yang, Yi Zhang, Ge Wang

专题命中 医学影像 ：CT(title,abstract)；分类 cs.CV、cs.LG

Fast Enhanced CT Metal Artifact Reduction using Data Domain Deep Learning

Muhammad Usman Ghani, W. Clem Karl

专题命中 医学影像 ：CT(title,abstract)；分类 cs.CV、cs.LG

Comments Accepted for publication in IEEE Transactions on Computational Imaging

Synthesis and Inpainting-Based MR-CT Registration for Image-Guided Thermal Ablation of Liver Tumors

Dongming Wei, Sahar Ahmad, Jiayu Huo, Wen Peng, Yunhao Ge, Zhong Xue, Pew-Thian Yap, Wentao Li, Dinggang Shen, Qian Wang

专题命中 医学影像 ：CT(title,abstract)；分类 cs.CV、eess.IV

Comments Accepted in MICCAI 2019

FocusNet: Imbalanced Large and Small Organ Segmentation with an End-to-End Deep Neural Network for Head and Neck CT Images

Yunhe Gao, Rui Huang, Ming Chen, Zhe Wang, Jincheng Deng, Yuanyuan Chen, Yiwei Yang, Jie Zhang, Chanjuan Tao, Hongsheng Li

专题命中 医学影像 ：CT(title,abstract)；分类 cs.CV、eess.IV

Comments MICCAI 2019

Self-Adaptive 2D-3D Ensemble of Fully Convolutional Networks for Medical Image Segmentation

Maria G. Baldeon Calisto, Susana K. Lai-Yuen

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV、eess.IV

Automatic Calcium Scoring in Cardiac and Chest CT Using DenseRAUnet

Jiechao Ma, Rongguo Zhang

专题命中 医学影像 ：CT(title,abstract)；分类 cs.CV、eess.IV

VS-Net: Variable splitting network for accelerated parallel MRI reconstruction

Jinming Duan, Jo Schlemper, Chen Qin, Cheng Ouyang, Wenjia Bai, Carlo Biffi, Ghalib Bello, Ben Statton, Declan P O'Regan, Daniel Rueckert

专题命中 医学影像 ：MRI(title,abstract)；分类 cs.CV、eess.IV

Comments Accepted by MICCAI 2019

Unsupervised Deep Learning for Bayesian Brain MRI Segmentation

Adrian V. Dalca, Evan Yu, Polina Golland, Bruce Fischl, Mert R. Sabuncu, Juan Eugenio Iglesias

专题命中 医学影像 ：MRI(title,abstract)；分类 cs.CV、eess.IV

Comments MICCAI 2019

Automated Segmentation of CT Scans for Normal Pressure Hydrocephalus

Angela Zhang, Po-Yu Kao, Ronald Sahyouni, Ashutosh Shelat, Jefferson Chen, B. S. Manjunath

专题命中 医学影像 ：CT(title,abstract)；分类 cs.CV、eess.IV

A multiscale Laplacian of Gaussian (LoG) filtering approach to pulmonary nodule detection from whole-lung CT scans

Sergei V. Fotin, David F. Yankelevitz, Claudia I. Henschke, Anthony P. Reeves

专题命中 医学影像 ：CT(title,abstract)；分类 cs.CV、eess.IV

Comments 16 pages, 23 figures

Enhanced generative adversarial network for 3D brain MRI super-resolution

Jiancong Wang, Yuhua Chen, Yifan Wu, Jianbo Shi, James Gee

专题命中 医学影像 ：MRI(title,abstract)；分类 cs.CV、eess.IV

Fetal Pose Estimation in Volumetric MRI using a 3D Convolution Neural Network

Junshen Xu, Molin Zhang, Esra Abaci Turk, Larry Zhang, Ellen Grant, Kui Ying, Polina Golland, Elfar Adalsteinsson

专题命中 医学影像 ：MRI(title,abstract)；分类 cs.CV、eess.IV

Comments MICCAI 2019

Multi-scale GANs for Memory-efficient Generation of High Resolution Medical Images

Hristina Uzunova, Jan Ehrhardt, Fabian Jacob, Alex Frydrychowicz, Heinz Handels

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV、eess.IV

Comments Accepted at MICCAI 2019

Adversarial optimization for joint registration and segmentation in prostate CT radiotherapy

Mohamed S. Elmahdy, Jelmer M. Wolterink, Hessam Sokooti, Ivana Išgum, Marius Staring

专题命中 医学影像 ：CT(title,abstract)；分类 cs.CV、eess.IV

Comments Accepted to MICCAI 2019, 13-17 Oct 2019, Shenzhen, China