医学 AI

JSSR: A Joint Synthesis, Segmentation, and Registration System for 3D Multi-Modal Image Alignment of Large-scale Pathological CT Scans

Fengze Liu, Jinzheng Cai, Yuankai Huo, Chi-Tung Cheng, Ashwin Raju, Dakai Jin, Jing Xiao, Alan Yuille, Le Lu, ChienHung Liao, Adam P Harrison

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

Comments accepted to ECCV 2020

Universal Model for Multi-Domain Medical Image Retrieval

Yang Feng, Yubao Liu, Jiebo Luo

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

Comments arXiv admin note: substantial text overlap with arXiv:2003.03701

U-Net Based Architecture for an Improved Multiresolution Segmentation in Medical Images

Simindokht Jahangard, Mohammad Hossein Zangooei, Maysam Shahedi

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

Enhanced detection of fetal pose in 3D MRI by Deep Reinforcement Learning with physical structure priors on anatomy

Molin Zhang, Junshen Xu, Esra Abaci Turk, P. Ellen Grant, Polina Golland, Elfar Adalsteinsson

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

Comments 10 pages, 3 figures, MICCAI 2020

Modelling the Distribution of 3D Brain MRI using a 2D Slice VAE

Anna Volokitin, Ertunc Erdil, Neerav Karani, Kerem Can Tezcan, Xiaoran Chen, Luc Van Gool, Ender Konukoglu

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

Comments accepted for publication at MICCAI 2020. Code available https://github.com/voanna/slices-to-3d-brain-vae/

Automatic lesion detection, segmentation and characterization via 3D multiscale morphological sifting in breast MRI

Hang Min, Darryl McClymont, Shekhar S. Chandra, Stuart Crozier, Andrew P. Bradley

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

Detecting Pancreatic Ductal Adenocarcinoma in Multi-phase CT Scans via Alignment Ensemble

Yingda Xia, Qihang Yu, Wei Shen, Yuyin Zhou, Elliot K. Fishman, Alan L. Yuille

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

Comments The first two authors contributed equally to this work. Accepted to MICCAI 2020

CoroNet: A deep neural network for detection and diagnosis of COVID-19 from chest x-ray images

Asif Iqbal Khan, Junaid Latief Shah, Mudasir Bhat

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

Comments 9 pages, 8 Figures and 8 Tables

Journal ref Computer Methods and Programs in Biomedicine 196C (2020) 105581

HRINet: Alternative Supervision Network for High-resolution CT image Interpolation

Jiawei Li, Jae Chul Koh, Won-Sook Lee

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

Enhancing Foreground Boundaries for Medical Image Segmentation

Dong Yang, Holger Roth, Xiaosong Wang, Ziyue Xu, Andriy Myronenko, Daguang Xu

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

Adipose Tissue Segmentation in Unlabeled Abdomen MRI using Cross Modality Domain Adaptation

Samira Masoudi, Syed M. Anwar, Stephanie A. Harmon, Peter L. Choyke, Baris Turkbey, Ulas Bagci

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

Comments 5 pages,7 figures, EMBC 2020 conference

Empirical Bayesian Mixture Models for Medical Image Translation

Mikael Brudfors, John Ashburner, Parashkev Nachev, Yael Balbastre

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

Comments Accepted to the Simulation and Synthesis in Medical Imaging (SASHIMI) workshop at MICCAI 2019

Cascaded Volumetric Convolutional Network for Kidney Tumor Segmentation from CT volumes

Yao Zhang, Yixin Wang, Feng Hou, Jiawei Yang, Guangwei Xiong, Jiang Tian, Cheng Zhong

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

L-CO-Net: Learned Condensation-Optimization Network for Clinical Parameter Estimation from Cardiac Cine MRI

S. M. Kamrul Hasan, Cristian A. Linte

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

Comments 6 pages, 5 figures, IEEE Conference. arXiv admin note: text overlap with arXiv:2004.02249

Automatic Detection of Coronavirus Disease (COVID-19) in X-ray and CT Images: A Machine Learning-Based Approach

Sara Hosseinzadeh Kassani, Peyman Hosseinzadeh Kassasni, Michal J. Wesolowski, Kevin A. Schneider, Ralph Deters

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

4DFlowNet: Super-Resolution 4D Flow MRI using Deep Learning and Computational Fluid Dynamics

Edward Ferdian, Avan Suinesiaputra, David Dubowitz, Debbie Zhao, Alan Wang, Brett Cowan, Alistair Young

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

Comments accepted to Frontiers in Cardiovascular Medicine

DuDoRNet: Learning a Dual-Domain Recurrent Network for Fast MRI Reconstruction with Deep T1 Prior

Bo Zhou, S. Kevin Zhou

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

Comments CVPR2020

Multi-modality super-resolution loss for GAN-based super-resolution of clinical CT images using micro CT image database

Tong Zheng, Hirohisa Oda, Takayasu Moriya, Shota Nakamura, Masahiro Oda, Masaki Mori, Horitsugu Takabatake, Hiroshi Natori, Kensaku Mori

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

Comments 6 pages, 2 figures

Predicting the risk of pancreatic cancer with a CT-based ensemble AI algorithm

Chenjie Zhou MD, Jianhua Ma Ph. D, Xiaoping Xu MD, Lei Feng MD, Adilijiang Yimamu MD, Xianlong Wang MD, Zhiming Li MD, Jianhua Mo MS, Chengyan Huang MS, Dexia Kong MS, Yi Gao MD, Shulong Li Ph. D

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

Comments 14 pages, 4 figures, 5 tables

Assessing Robustness to Noise: Low-Cost Head CT Triage

Sarah M. Hooper, Jared A. Dunnmon, Matthew P. Lungren, Sanjiv Sam Gambhir, Christopher Ré, Adam S. Wang, Bhavik N. Patel

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

Comments AI for Affordable Healthcare Workshop at ICLR 2020. First two authors have equal contribution; last two authors have equal contribution. Revision made to manuscript header according to workshop guidelines on 3/28/20

SAUNet: Shape Attentive U-Net for Interpretable Medical Image Segmentation

Jesse Sun, Fatemeh Darbehani, Mark Zaidi, Bo Wang

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

Medical image reconstruction with image-adaptive priors learned by use of generative adversarial networks

Sayantan Bhadra, Weimin Zhou, Mark A. Anastasio

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

Comments SPIE Medical Imaging 2020

COPD Classification in CT Images Using a 3D Convolutional Neural Network

Jalil Ahmed, Sulaiman Vesal, Felix Durlak, Rainer Kaergel, Nishant Ravikumar, Martine Remy-Jardin, Andreas Maier

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

Non-rigid Registration Method between 3D CT Liver Data and 2D Ultrasonic Images based on Demons Model

Shuo Huang, Ke wu, Xiaolin Meng, Cheng Li

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

Transfer Learning with Edge Attention for Prostate MRI Segmentation

Xiangxiang Qin

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

MRI Pulse Sequence Integration for Deep-Learning Based Brain Metastasis Segmentation

Darvin Yi, Endre Grøvik, Michael Iv, Elizabeth Tong, Kyrre Eeg Emblem, Line Brennhaug Nilsen, Cathrine Saxhaug, Anna Latysheva, Kari Dolven Jacobsen, Åslaug Helland, Greg Zaharchuk, Daniel Rubin

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

Comments In the IEEE transactions format for submission to IEEE-TMI

RODEO: Robust DE-aliasing autoencOder for Real-time Medical Image Reconstruction

Janki Mehta, Angshul Majumdar

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

Comments Final paper accepted at Pattern Recognition. arXiv admin note: text overlap with arXiv:1503.06383

Efficient feature embedding of 3D brain MRI images for content-based image retrieval with deep metric learning

Yuto Onga, Shingo Fujiyama, Hayato Arai, Yusuke Chayama, Hitoshi Iyatomi, Kenichi Oishi

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

Comments To appear in the IEEE BigData 2019 Workshop on Advances in High Dimensional (AdHD) Big Data

Segmenting Medical MRI via Recurrent Decoding Cell

Ying Wen, Kai Xie, Lianghua He

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

Comments 8 pages, 7 figures, AAAI-20

Detection of vertebral fractures in CT using 3D Convolutional Neural Networks

Joeri Nicolaes, Steven Raeymaeckers, David Robben, Guido Wilms, Dirk Vandermeulen, Cesar Libanati, Marc Debois

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

Comments 13 pages, 7 figures, pre-print MICCAI CSI