医学 AI

CAD-RADS scoring of coronary CT angiography with Multi-Axis Vision Transformer: a clinically-inspired deep learning pipeline

Alessia Gerbasi, Arianna Dagliati, Giuseppe Albi, Mattia Chiesa, Daniele Andreini, Andrea Baggiano, Saima Mushtaq, Gianluca Pontone, Riccardo Bellazzi, Gualtiero Colombo

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

Comprehensive evaluations of a prototype full field-of-view photon counting CT system through phantom studies

Xiaohui Zhan, Ruoqiao Zhang, Xiaofeng Niu, Ilmar Hein, Brent Budden, Shuoxing Wu, Nicolay Markov, Cameron Clarke, Yi Qiang, Hiroki Taguchi, Keiichi Nomura, Yoshihisa Muramatsu, Zhou Yu, Tatsushi Kobayashi, Richard Thompson, Hiroaki Miyazaki, Hiroaki Nakai

专题命中 医学影像 ：CT(title,abstract)

Explainable AI And Visual Reasoning: Insights From Radiology

Robert Kaufman, David Kirsh

专题命中 医学影像 ：radiology(title,abstract)

Comments Accepted to 2023 Conference on Computer-Human Interaction (CHI) Human-Centered Explainable AI Workshop, 8 pages

Diffusion MRI with free gradient waveforms on a high-performance gradient system: Probing restriction and exchange in the human brain

Arthur Chakwizira, Ante Zhu, Thomas Foo, Carl-Fredrik Westin, Filip Szczepankiewicz, Markus Nilsson

专题命中 医学影像 ：MRI(title,abstract)

Hybrid-space reconstruction with add-on distortion correction for simultaneous multi-slab diffusion MRI

Jieying Zhang, Simin Liu, Erpeng Dai, Xin Shao, Ziyu Li, Karla L. Miller, Wenchuan Wu, Hua Guo

专题命中 医学影像 ：MRI(title,abstract)

Comments 10 figures+tables, 8 supplementary figures

Deep Learning in MRI-guided Radiation Therapy: A Systematic Review

Zach Eidex, Yifu Ding, Jing Wang, Elham Abouei, Richard L. J. Qiu, Tian Liu, Tonghe Wang, Xiaofeng Yang

专题命中 医学影像 ：MRI(title,abstract)

Quantitative Hemodynamics in Aortic Dissection: Comparing in vitro MRI with FSI Simulation in a Compliant Model

Judith Zimmermann, Kathrin Baeumler, Michael Loecher, Tyler E. Cork, Fikunwa O. Kolawole, Kyle Gifford, Alison L. Marsden, Dominik Fleischmann, Daniel B. Ennis

专题命中 医学影像 ：MRI(title,abstract)

Comments 12 pages, 7 figures, in press

Journal ref FIMH. Lecture Notes in Computer Science (2021)

A general-purpose AI assistant embedded in an open-source radiology information system

Saptarshi Purkayastha, Rohan Isaac, Sharon Anthony, Shikhar Shukla, Elizabeth A. Krupinski, Joshua A. Danish, Judy W. Gichoya

专题命中 医学影像 ：radiology(title,abstract)

Comments Full research paper version of the demo paper accepted at the AIME 2023 - 21st International Conference of Artificial Intelligence in Medicine

Portable MRI for major sporting events -- a case study on the MotoGP World Championship

J. M. Algarín, T. Guallart-Naval, E. Gastaldi-Orquín, R. Bosch, F. J. Lloris, E. Pallás, J. P. Rigla, P. Martínez, J. Borreguero, R. Alamar, L. Martí-Bonmatí, J. M. Benlloch, F. Galve, J. Alonso

专题命中 医学影像 ：MRI(title,abstract)

FactReranker: Fact-guided Reranker for Faithful Radiology Report Summarization

Qianqian Xie, Jiayu Zhou, Yifan Peng, Fei Wang

专题命中 医学影像 ：radiology(title,abstract)

Comments 11 pages, 5 figures, 7 tables, submitted to KDD 2023

Efficient brain age prediction from 3D MRI volumes using 2D projections

Johan Jönemo, Muhammad Usman Akbar, Robin Kämpe, J Paul Hamilton, Anders Eklund

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

Experimental and Numerical Investigations on Robustness of a Deep Neural Network-based Multi-class Classification Model of CT Images with respect to Image Noise

Yuting Peng, Chenyang Shen, Yesenia Gonzalez, Yin Gao, Xun Jia

专题命中 医学影像 ：CT(title,abstract)

Liver Segmentation in Time-resolved C-arm CT Volumes Reconstructed from Dynamic Perfusion Scans using Time Separation Technique

Soumick Chatterjee, Hana Haseljić, Robert Frysch, Vojtěch Kulvait, Vladimir Semshchikov, Bennet Hensen, Frank Wacker, Inga Brüschx, Thomas Werncke, Oliver Speck, Andreas Nürnberger, Georg Rose

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

Journal ref 2022 IEEE 5th International Conference on Image Processing Applications and Systems (IPAS)

KomaMRI.jl: An Open-Source Framework for General MRI Simulations with GPU Acceleration

Carlos Castillo-Passi, Ronal Coronado, Gabriel Varela-Mattatall, Carlos Alberola-López, René Botnar, Pablo Irarrazaval

专题命中 医学影像 ：MRI(title,abstract)

Comments 13 pages, 7 figures, 2 tables

Medical Image Segmentation using LeViT-UNet++: A Case Study on GI Tract Data

Praneeth Nemani, Satyanarayana Vollala

专题命中 医学影像 ：medical image(title,abstract)

Comments Paper accepted at the 26th International Computer Science and Engineering Conference (ICSEC)

Journal ref 2022 26th International Computer Science and Engineering Conference (ICSEC)

Particle Swarm Optimization in 3D Medical Image Registration: A Systematic Review

Lucia Ballerini

专题命中 医学影像 ：medical image(title,abstract)

Dynamic Cone-beam CT Reconstruction using Spatial and Temporal Implicit Neural Representation Learning (STINR)

You Zhang, Tielige Mengke

专题命中 医学影像 ：CT(title,abstract)

Ring Artifact Correction in Photon-Counting Spectral CT Using a Convolutional Neural Network With Spectral Loss

Dennis Hein, Konstantinos Liappis, Fredrik Grönberg, Alma Eguizabal, Mats Persson

专题命中 医学影像 ：CT(title,abstract)

Synthesis and characterization of PEG-coated Zn$_{0.3}$Mn$_x$Fe$_{2.7-x}$O$_4$ nanoparticles as the dual T1/T2-weighted MRI contrast agent

Bahareh Rezaei, Ahmad Kermanpur, Sheyda Labbaf

专题命中 医学影像 ：MRI(title,abstract)

Machine-learning-informed parameter estimation improves the reliability of spinal cord diffusion MRI

Ting Gong, Francesco Grussu, Claudia A. M. Gandini Wheeler-Kingshott, Daniel C Alexander, Hui Zhang

专题命中 医学影像 ：MRI(title,abstract)

Pseudo-CTs from T1-weighted MRI for planning of low-intensity transcranial focused ultrasound neuromodulation: an open-source tool

Siti Nurbaya Yaakub, Tristan A. White, Eric Kerfoot, Lennart Verhagen, Alexander Hammers, Elsa F. Fouragnan

专题命中 医学影像 ：MRI(title)；CT(abstract)

Comments 24 pages, 4 figures

Spectral CT Reconstruction via Low-rank Representation and Structure Preserving Regularization

Yuanwei He, Li Zeng, Qiong Xu, Zhe Wang, Haijun Yu, Zhaoqiang Shen, Zhaojun Yang, Rifeng Zhou

专题命中 医学影像 ：CT(title,abstract)

Comments 21 pages, 9 figures

Performance of three model-based iterative reconstruction algorithms using a CT task-based image quality metric

G. Muti, S. Riga, L. Berta, D. Curto, C. De Mattia, M. Felisi, F. Rizzetto, A. Torresin, A. Vanzulli, P. E. Colombo

专题命中 医学影像 ：CT(title,abstract)

Comments 7 pages, 5 figures, 3 tables

Multidimensional characterization of particle morphology and mineralogical composition using CT data and R-vine copulas

Orkun Furat, Tom Kirstein, Thomas Leißner, Kai Bachmann, Jens Gutzmer, Urs A. Peuker, Volker Schmidt

专题命中 医学影像 ：CT(title,abstract)

MRI-powered Magnetic Miniature Capsule Robot with HIFU-controlled On-demand Drug Delivery

Mehmet Efe Tiryaki, Fatih Dogangun, Cem Balda Dayan, Paul Wrede, Metin Sitti

专题命中 医学影像 ：MRI(title,abstract)

Comments 6 pages, 6 figures, accepted to ICRA2023

Photon-counting CT thermometry via material decomposition and machine learning

Nathan Wang, Mengzhou Li, Petteri Haverinen

专题命中 医学影像 ：CT(title,abstract)

Journal ref Vis. Comput. Ind. Biomed. Art 6, 2 (2023)

CT or P Problem and Symmetric Gapped Fermion Solution

Juven Wang

专题命中 医学影像 ：CT(title,abstract)

Comments 28 pages. Two classes of solutions, without or with the mirror fermion sector. A companion to arXiv:2212.14036. Related models: arXiv:1307.7480, arXiv:1807.05998, arXiv:2202.12355. v3: More misprints corrected. New refinement and clarification upon the Physical Review D version

Journal ref Phys. Rev. D 106, 125007 (2022)

Quantification of lung function on CT images based on pulmonary radiomic filtering

Zhenyu Yang, Kyle J Lafata, Xinru Chen, James Bowsher, Yushi Chang, Chunhao Wang, Fang-Fang Yin

专题命中 医学影像 ：CT(title,abstract)

Comments 21 pages, 3 figures, 3 tables

3D Diffusion MRI Using Simultaneous Multi-slab with Blipped-CAIPI (Blipped-SMSlab) in a 4D K-space Framework

Simin Liu, Jieying Zhang, Diwei Shi, Hua Guo

专题命中 医学影像 ：MRI(title,abstract)

Comments 10 figures plus tables, 12 supplementary figures plus tables, submitted to Magnetic Resonance in Medicine

Multidimensional diffusion MRI methods with confined subdomains

Deneb Boito, Cem Yolcu, Evren Özarslan

专题命中 医学影像 ：MRI(title,abstract)

Comments 16 pages, 4 figures

Journal ref Front. Phys. 10:830274, 2022