医学 AI

A context based deep learning approach for unbalanced medical image segmentation

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

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

Comments Accepted in ISBI 2020

Automatic segmentation and determining radiodensity of the liver in a large-scale CT database

N. S. Kulberg, A. B. Elizarov, V. P. Novik, V. A. Gombolevsky, A. P. Gonchar, A. L. Alliua, V. Yu. Bosin, A. V. Vladzymyrsky, S. P. Morozov

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

Comments 16 pages, 8 figures

ODE-based Deep Network for 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

Handling Missing MRI Input Data in Deep Learning Segmentation of Brain Metastases: A Multi-Center Study

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

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

Deep Learning Enables Automatic Detection and Segmentation of Brain Metastases on Multi-Sequence MRI

Endre Grøvik, Darvin Yi, Michael Iv, Elisabeth Tong, Daniel L. Rubin, Greg Zaharchuk

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

Deep-learning-based Breast CT for Radiation Dose Reduction

Wenxiang Cong, Hongming Shan, Xiaohua Zhang, Shaohua Liu, Ruola Ning, Ge Wang

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

Comments 7 pages, 4 figures

Deep Encoder-decoder Adversarial Reconstruction (DEAR) Network for 3D CT from Few-view Data

Huidong Xie, Hongming Shan, Ge Wang

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

Journal ref Bioengineering 2019, 6(4), 111

Gated-Dilated Networks for Lung Nodule Classification in CT scans

Mundher Al-Shabi, Hwee Kuan Lee, Maxine Tan

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

Comments Published in IEEE Access

SegTHOR: Segmentation of Thoracic Organs at Risk in CT images

Z. Lambert, C. Petitjean, B. Dubray, S. Ruan

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

Comments Submitted to a journal in december 2019

A Semantic-based Medical Image Fusion Approach

Fanda Fan, Yunyou Huang, Lei Wang, Xingwang Xiong, Zihan Jiang, Zhifei Zhang, Jianfeng Zhan

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

Automated Muscle Segmentation from Clinical CT using Bayesian U-Net for Personalized Musculoskeletal Modeling

Yuta Hiasa, Yoshito Otake, Masaki Takao, Takeshi Ogawa, Nobuhiko Sugano, Yoshinobu Sato

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

Comments 11 pages, 10 figures, and supplementary materials

Heart Segmentation From MRI Scans Using Convolutional Neural Network

Shakeel Muhammad Ibrahim, Muhammad Sohail Ibrahim, Muhammad Usman, Imran Naseem, Muhammad Moinuddin

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

Comments Accepted for oral presentation at 13th International Conference - Mathematics, Actuarial, Computer Science & Statistics (MACS 13) at IoBM, Karachi, Pakistan

An Efficient Method for Multi-Parameter Mapping in Quantitative MRI using B-Spline Interpolation

Willem van Valenberg, Stefan Klein, Frans M. Vos, Kirsten Koolstra, Lucas J. van Vliet, Dirk H. J. Poot

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

Comments 14 pages, 9 figures, accepted for publication in IEEE Transaction on Medical Imaging (TMI)

Combined analysis of coronary arteries and the left ventricular myocardium in cardiac CT angiography for detection of patients with functionally significant stenosis

Majd Zreik, Tim Leiner, Nadieh Khalili, Robbert W. van Hamersvelt, Jelmer M. Wolterink, Michiel Voskuil, Max A. Viergever, Ivana Išgum

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

Comments Submitted to IEEE Access. arXiv admin note: text overlap with arXiv:1906.04419

Deep learning analysis of coronary arteries in cardiac CT angiography for detection of patients requiring invasive coronary angiography

Majd Zreik, Robbert W. van Hamersvelt, Nadieh Khalili, Jelmer M. Wolterink, Michiel Voskuil, Max A. Viergever, Tim Leiner, Ivana Išgum

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

Comments This work has been accepted to IEEE TMI for publication

Classification of Neurodevelopmental Age in Normal Infants Using 3D-CNN based on Brain MRI

Mahdieh Shabanian, Eugene C. Eckstein, Hao Chen, John P. DeVincenzo

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

Comments 6 pages, 11 figures, 6 tables

Quadratic Autoencoder (Q-AE) for Low-dose CT Denoising

Fenglei Fan, Hongming Shan, Mannudeep K. Kalra, Ramandeep Singh, Guhan Qian, Matthew Getzin, Yueyang Teng, Juergen Hahn, Ge Wang

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

Pelvis Surface Estimation From Partial CT for Computer-Aided Pelvic Osteotomies

Robert Grupp, Yoshito Otake, Ryan Murphy, Javad Parvizi, Mehran Armand, Russell Taylor

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

Comments CAOS 2015 Extended Paper

Journal ref In Orthopaedic Proceedings 2016 Feb (Vol. 98, No. SUPP_5, pp. 55-55). The British Editorial Society of Bone & Joint Surgery

Converged Deep Framework Assembling Principled Modules for CS-MRI

Risheng Liu, Yuxi Zhang, Shichao Cheng, Zhongxuan Luo, Xin Fan

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

Improved functional MRI activation mapping in white matter through diffusion-adapted spatial filtering

David Abramian, Martin Larsson, Anders Eklund, Hamid Behjat

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

Scanner Invariant Multiple Sclerosis Lesion Segmentation from MRI

Shahab Aslani, Vittorio Murino, Michael Dayan, Roger Tam, Diego Sona, Ghassan Hamarneh

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

Automatic Segmentation of Vestibular Schwannoma from T2-Weighted MRI by Deep Spatial Attention with Hardness-Weighted Loss

Guotai Wang, Jonathan Shapey, Wenqi Li, Reuben Dorent, Alex Demitriadis, Sotirios Bisdas, Ian Paddick, Robert Bradford, Sebastien Ourselin, Tom Vercauteren

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

Comments 9 pages, 4 figures, submitted to MICCAI

Attention Guided Metal Artifact Correction in MRI using Deep Neural Networks

Jee Won Kim, Kinam Kwon, Byungjai Kim, HyunWook Park

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

Comments 6 pages, 5 figures

Journal ref ICCV 2019 Workshop on Interpreting and Explaining Visual Artificial Intelligence Models

Direct Energy-resolving CT Imaging via Energy-integrating CT images using a Unified Generative Adversarial Network

Lisha Yao, Sui Li, Manman Zhu, Dong Zeng, Zhaoying Bian, Jianhua Ma

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

Comments 5 pages, 3 figures, Accepted by MIC/NSS 2019

Vertebrae Detection and Localization in CT with Two-Stage CNNs and Dense Annotations

James McCouat, Ben Glocker

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

Comments Accept into the MICCAI workshop MSKI 2019

Breathing deformation model -- application to multi-resolution abdominal MRI

Chompunuch Sarasaen, Soumick Chatterjee, Mario Breitkopf, Domenico Iuso, Georg Rose, Oliver Speck

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

Comments 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)

GANs for Medical Image Analysis

Salome Kazeminia, Christoph Baur, Arjan Kuijper, Bram van Ginneken, Nassir Navab, Shadi Albarqouni, Anirban Mukhopadhyay

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

Comments Salome Kazeminia and Christoph Baur contributed equally to this work

Cardiac Segmentation of LGE MRI with Noisy Labels

Holger Roth, Wentao Zhu, Dong Yang, Ziyue Xu, Daguang Xu

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

Comments Accepted at the MICCAI Workshop Statistical Atlases and Computational Modeling of the Heart (STACOM), MS-CMRSeg 2019: Multi-sequence Cardiac MR Segmentation Challenge, Shenzen, China

CEREBRUM: a fast and fully-volumetric Convolutional Encoder-decodeR for weakly-supervised sEgmentation of BRain strUctures from out-of-the-scanner MRI

Dennis Bontempi, Sergio Benini, Alberto Signoroni, Michele Svanera, Lars Muckli

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

Comments 15 pages, 6 figures

IFR-Net: Iterative Feature Refinement Network for Compressed Sensing MRI

Yiling Liu, Qiegen Liu, Minghui Zhang, Qingxin Yang, Shanshan Wang, Dong Liang

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