医学 AI - arXivDaily 专题

2208.13671 2022-08-30 eess.IV cs.CV cs.LG 78%

Comprehensive study of good model training for prostate segmentation in volumetric MRI

Carlos Nácher Collado

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

2208.12076 2022-08-26 physics.med-ph 78%

Cycloidal-spiral sampling for three-modal x-ray CT flyscans with two-dimensional phase sensitivity

G. Lioliou, O. Roche i Morgó, S. Marathe, K. Wanelik, S. Cipiccia, A. Olivo, C. K. Hagen

专题命中医学影像：CT(title,abstract)

2208.10216 2022-08-23 physics.ins-det physics.med-ph 78%

Evaluation of semi-monolithic scintillators with integrated RF shielding material for a higher integration of PET/MRI systems

Emilia Laiyin Yin-Grossmann, Florian Mueller, Yannick Kuhl, Franziska Schrank, Stephan Naunheim, David Schug, Volkmar Schulz

专题命中医学影像：MRI(title,abstract)

Comments 26 pages, 10 figures, 4 tables

2208.08649 2022-08-19 physics.ins-det physics.app-ph 78%

Do we really need to recalibrate the CT system Configuration for every experiment?

Kajal Kumari, Mayank Goswami

专题命中医学影像：CT(title,abstract)

Comments 4 PAGES, 6 figures, Zero Tables, submitted ICINDE 2022

2112.11575 2022-08-17 physics.med-ph physics.ins-det 78%

Relative stopping power precision in time-of-flight proton CT

Nils Krah, Denis Dauvergne, Jean Michel Létang, Simon Rit, Étienne Testa

专题命中医学影像：CT(title,abstract)

2208.04773 2022-08-10 physics.med-ph 78%

Reconstructing Accurate Synthetic Hounsfield Units with Spectral CT Data

Fredrik Grönberg, Hans Bornefalk

专题命中医学影像：CT(title,abstract)

2203.05725 2022-08-09 eess.IV cs.CV cs.LG 78%

Dual-Domain Reconstruction Networks with V-Net and K-Net for fast MRI

Xiaohan Liu, Yanwei Pang, Ruiqi Jin, Yu Liu, Zhenchang Wang

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

Comments 12 pages, 8 figures

Journal ref Magnetic Resonance in Medicine, 2022

2208.00034 2022-08-02 eess.IV cs.CV cs.LG 78%

MulViMotion: Shape-aware 3D Myocardial Motion Tracking from Multi-View Cardiac MRI

Qingjie Meng, Chen Qin, Wenjia Bai, Tianrui Liu, Antonio de Marvao, Declan P O'Regan, Daniel Rueckert

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

2207.12639 2022-07-27 physics.med-ph 78%

SOUL-Net: A Sparse and Low-Rank Unrolling Network for Spectral CT Image Reconstruction

Xiang Chen, Wenjun Xia, Ziyuan Yang, Hu Chen, Yan Liu, Jiliu Zhou, Yi Zhang

专题命中医学影像：CT(title,abstract)

2206.07219 2022-07-26 eess.IV cs.AI cs.CV cs.LG 78%

A Projection-Based K-space Transformer Network for Undersampled Radial MRI Reconstruction with Limited Training Subjects

Chang Gao, Shu-Fu Shih, J. Paul Finn, Xiaodong Zhong

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

Comments Accepted at MICCAI 2022

2008.06699 2022-07-13 math.NA cs.NA 78%

On multiple scattering in Compton scattering tomography and its impact on fan-beam CT

Lorenz Kuger, Gael Rigaud

专题命中医学影像：CT(title,abstract)

Comments 26 pages, 12 figures

2206.12509 2022-07-11 cs.IT math.IT physics.bio-ph 78%

Mutual-Information Based Optimal Experimental Design for Hyperpolarized $^{13}$C-Pyruvate MRI

Prashant K. Jha, Christopher Walker, Drew Mitchell, J. Tinsley Oden, Dawid Schellingerhout, James A. Bankson, David T. Fuentes

专题命中医学影像：MRI(title,abstract)

Comments 20 pages, 8 figures

2204.07613 2022-07-08 eess.IV cs.CV cs.LG 78%

Y-Net: A Spatiospectral Dual-Encoder Networkfor Medical Image Segmentation

Azade Farshad, Yousef Yeganeh, Peter Gehlbach, Nassir Navab

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

Comments Accepted to MICCAI 2022

2102.00525 2022-06-29 physics.med-ph 78%

Characterization and Correction of Time-Varying Eddy Currents for Diffusion MRI

Jake J. Valsamis, Paul I. Dubovan, Corey A. Baron

专题命中医学影像：MRI(title,abstract)

Comments 27 pages, 9 figures. JV and PD are co-first authors

2206.12409 2022-06-28 cs.CE 78%

A hybrid volume-surface integral equation method for rapid electromagnetic simulations in MRI

Ilias I. Giannakopoulos, Georgy D. Guryev, José E. C. Serrallés, Jan Paška, Bei Zhang, Luca Daniel, Jacob K. White, Christopher M. Collins, Riccardo Lattanzi

专题命中医学影像：MRI(title,abstract)

Comments 10 pages, 6 figures

2206.12320 2022-06-27 cs.SD cs.AI eess.AS 78%

PoCaP Corpus: A Multimodal Dataset for Smart Operating Room Speech Assistant using Interventional Radiology Workflow Analysis

Kubilay Can Demir, Matthias May, Axel Schmid, Michael Uder, Katharina Breininger, Tobias Weise, Andreas Maier, Seung Hee Yang

专题命中医学影像：radiology(title,abstract)

Comments 8 pages, 4 figures, Text, Speech and Dialogue 2022 Conference

2206.10788 2022-06-23 physics.med-ph 78%

Proton stopping power images from Monte Carlo simulated dual-energy CT scans

Adam Zieser, Ugur Akgun, Yasar Onel

专题命中医学影像：CT(title,abstract)

2103.05109 2022-06-22 cs.CV cs.LG eess.IV 78%

Highly Efficient Representation and Active Learning Framework and Its Application to Imbalanced Medical Image Classification

Heng Hao, Hankyu Moon, Sima Didari, Jae Oh Woo, Patrick Bangert

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

Comments Published in NeurIPs Data-Centric AI workshop

2206.08696 2022-06-20 physics.ins-det 78%

A novel design of industrial real-time CT system based on sparse-view reconstruction and deep-learning image enhancement

Zheng Fang, Tingjun Wang, Bingan Yuan, Xinlin Qing, Shunren Li

专题命中医学影像：CT(title,abstract)

Comments 18 pages, 13 figures and 5 tables

2206.04164 2022-06-10 physics.med-ph physics.ins-det 78%

The effects of intra-detector Compton scatter on zero-frequency DQE for photon-counting CT using edge-on-irradiated silicon detectors

Fredrik Grönberg, Zhye Yin, Jonathan Maltz, Norbert J. Pelc, Mats Persson

专题命中医学影像：CT(title,abstract)

Comments Submitted to Medical Physics on May 11, 2022

2205.13297 2022-06-09 cs.CV cs.LG eess.IV 78%

DeepTechnome: Mitigating Unknown Bias in Deep Learning Based Assessment of CT Images

Simon Langer, Oliver Taubmann, Felix Denzinger, Andreas Maier, Alexander Mühlberg

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

2204.00203 2022-06-09 cs.CL cs.AI 78%

Graph Enhanced Contrastive Learning for Radiology Findings Summarization

Jinpeng Hu, Zhuo Li, Zhihong Chen, Zhen Li, Xiang Wan, Tsung-Hui Chang

专题命中医学影像：radiology(title,abstract)

Comments 9 pages, 5 figures, Accepted to ACL 2022 Main Conference

2206.02908 2022-06-08 math.OC 78%

A non-convex variational model for joint polyenergetic CT reconstruction, sensor denoising and material decomposition

Georgios Papanikos, Benedikt Wirth

专题命中医学影像：CT(title,abstract)

2204.02661 2022-06-01 cs.LG cs.CV eess.IV 78%

CAIPI in Practice: Towards Explainable Interactive Medical Image Classification

Emanuel Slany, Yannik Ott, Stephan Scheele, Jan Paulus, Ute Schmid

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

Comments Manuscript accepted at IFIP AIAI 2022, correct typo in Discussion

2111.11916 2022-05-30 physics.med-ph 78%

Model-based determination of the synchronization delay between MRI and trajectory data

Paul I. Dubovan, Corey A. Baron

专题命中医学影像：MRI(title,abstract)

Comments 19 pages, 6 figures, 1 table

2108.12266 2022-05-30 physics.med-ph cs.RO 78%

MRI-compatible electromagnetic servomotors for image-guided robotic procedures

Lorne W. Hofstetter, Rock Hadley, Robb Merrill, Huy Pham, Gabriel C. Fine, Dennis L. Parker

专题命中医学影像：MRI(title,abstract)

Comments 20 pages, 5 figures, 1 table

Journal ref Commun Eng 1, 4 (2022)

2205.13109 2022-05-27 cs.CV cs.AI cs.LG eess.IV 78%

Learning to segment with limited annotations: Self-supervised pretraining with regression and contrastive loss in MRI

Lavanya Umapathy, Zhiyang Fu, Rohit Philip, Diego Martin, Maria Altbach, Ali Bilgin

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

Comments Presented at the Annual Conference of International Society for Magnetic Resonance in Medicine, London, UK. May 2022

2205.11188 2022-05-24 physics.med-ph 78%

Single Scan Dual-energy Cone-beam CT Using Static Detector Modulation: A Phantom Study

Junbo Peng

专题命中医学影像：CT(title,abstract)

2205.03210 2022-05-09 physics.med-ph cs.AI cs.CV cs.LG eess.IV 78%

Atlas-powered deep learning (ADL) -- application to diffusion weighted MRI

Davood Karimi, Ali Gholipour

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

2205.01673 2022-05-05 eess.IV cs.CV cs.LG 78%

A Deep Learning-based Integrated Framework for Quality-aware Undersampled Cine Cardiac MRI Reconstruction and Analysis

Inês P. Machado, Esther Puyol-Antón, Kerstin Hammernik, Gastão Cruz, Devran Ugurlu, Ihsane Olakorede, Ilkay Oksuz, Bram Ruijsink, Miguel Castelo-Branco, Alistair A. Young, Claudia Prieto, Julia A. Schnabel, Andrew P. King

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

1. 医学影像 22719 篇

Comprehensive study of good model training for prostate segmentation in volumetric MRI

Cycloidal-spiral sampling for three-modal x-ray CT flyscans with two-dimensional phase sensitivity

Evaluation of semi-monolithic scintillators with integrated RF shielding material for a higher integration of PET/MRI systems

Do we really need to recalibrate the CT system Configuration for every experiment?

Relative stopping power precision in time-of-flight proton CT

Reconstructing Accurate Synthetic Hounsfield Units with Spectral CT Data

Dual-Domain Reconstruction Networks with V-Net and K-Net for fast MRI

MulViMotion: Shape-aware 3D Myocardial Motion Tracking from Multi-View Cardiac MRI

SOUL-Net: A Sparse and Low-Rank Unrolling Network for Spectral CT Image Reconstruction

A Projection-Based K-space Transformer Network for Undersampled Radial MRI Reconstruction with Limited Training Subjects

On multiple scattering in Compton scattering tomography and its impact on fan-beam CT

Mutual-Information Based Optimal Experimental Design for Hyperpolarized $^{13}$C-Pyruvate MRI

Y-Net: A Spatiospectral Dual-Encoder Networkfor Medical Image Segmentation

Characterization and Correction of Time-Varying Eddy Currents for Diffusion MRI

A hybrid volume-surface integral equation method for rapid electromagnetic simulations in MRI

PoCaP Corpus: A Multimodal Dataset for Smart Operating Room Speech Assistant using Interventional Radiology Workflow Analysis

Proton stopping power images from Monte Carlo simulated dual-energy CT scans

Highly Efficient Representation and Active Learning Framework and Its Application to Imbalanced Medical Image Classification

A novel design of industrial real-time CT system based on sparse-view reconstruction and deep-learning image enhancement

The effects of intra-detector Compton scatter on zero-frequency DQE for photon-counting CT using edge-on-irradiated silicon detectors

DeepTechnome: Mitigating Unknown Bias in Deep Learning Based Assessment of CT Images

Graph Enhanced Contrastive Learning for Radiology Findings Summarization

A non-convex variational model for joint polyenergetic CT reconstruction, sensor denoising and material decomposition

CAIPI in Practice: Towards Explainable Interactive Medical Image Classification

Model-based determination of the synchronization delay between MRI and trajectory data

MRI-compatible electromagnetic servomotors for image-guided robotic procedures

Learning to segment with limited annotations: Self-supervised pretraining with regression and contrastive loss in MRI

Single Scan Dual-energy Cone-beam CT Using Static Detector Modulation: A Phantom Study

Atlas-powered deep learning (ADL) -- application to diffusion weighted MRI

A Deep Learning-based Integrated Framework for Quality-aware Undersampled Cine Cardiac MRI Reconstruction and Analysis