医学 AI

Using generative AI to investigate medical imagery models and datasets

Oran Lang, Doron Yaya-Stupp, Ilana Traynis, Heather Cole-Lewis, Chloe R. Bennett, Courtney Lyles, Charles Lau, Michal Irani, Christopher Semturs, Dale R. Webster, Greg S. Corrado, Avinatan Hassidim, Yossi Matias, Yun Liu, Naama Hammel, Boris Babenko

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

Comments 43 pages, 1 figure

Journal ref EBioMedicine 102 (2024)

Do CAA, CT, and DANE Interlink in Certificate Deployments? A Web PKI Measurement Study

Pouyan Fotouhi Tehrani, Raphael Hiesgen, Teresa Lübeck, Thomas C. Schmidt, Matthias Wählisch

专题命中 医学影像 ：CT(title,abstract)

MoE-CT: A Novel Approach For Large Language Models Training With Resistance To Catastrophic Forgetting

Tianhao Li, Shangjie Li, Binbin Xie, Deyi Xiong, Baosong Yang

专题命中 医学影像 ：CT(title,abstract)

Comments 13 pages, 2 figures

Two-Pronged Human Evaluation of ChatGPT Self-Correction in Radiology Report Simplification

Ziyu Yang, Santhosh Cherian, Slobodan Vucetic

专题命中 医学影像 ：radiology(title,abstract)

Research on Feature Extraction Data Processing System For MRI of Brain Diseases Based on Computer Deep Learning

Lingxi Xiao, Jinxin Hu, Yutian Yang, Yinqiu Feng, Zichao Li, Zexi Chen

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

Spectral CT Two-step and One-step Material Decomposition using Diffusion Posterior Sampling

Corentin Vazia, Alexandre Bousse, Jacques Froment, Béatrice Vedel, Franck Vermet, Zhihan Wang, Thore Dassow, Jean-Pierre Tasu, Dimitris Visvikis

专题命中 医学影像 ：CT(title,abstract)

Comments 5 pages, 3 figures, submitted to EUSIPCO 2024

Unsupervised Bayesian Generation of Synthetic CT from CBCT Using Patient-Specific Score-Based Prior

Junbo Peng, Yuan Gao, Chih-Wei Chang, Richard Qiu, Tonghe Wang, Aparna Kesarwala, Kailin Yang, Jacob Scott, David Yu, Xiaofeng Yang

专题命中 医学影像 ：CT(title,abstract)

Improving Expert Radiology Report Summarization by Prompting Large Language Models with a Layperson Summary

Xingmeng Zhao, Tongnian Wang, Anthony Rios

专题命中 医学影像 ：radiology(title,abstract)

Single-Subject Deep-Learning Image Reconstruction with a Neural Optimization Transfer Algorithm for PET-enabled Dual-Energy CT Imaging

Siqi Li, Yansong Zhu, Benjamin A. Spencer, Guobao Wang

专题命中 医学影像 ：CT(title,abstract)

Uncertainty Quantification in CT pulmonary angiography

Adwaye M Rambojun, Hend Komber, Jennifer Rossdale, Jay Suntharalingam, Jonathan C L Rodrigues, Matthias J Ehrhardt, Audrey Repetti

专题命中 医学影像 ：CT(title,abstract)

Microstructural investigation of hybrid CAD/CAM restorative dental materials by micro-CT and SEM

Elisabeth Prause, Jeremias Hey, Florian Beuer, Jamila Yassine, Bernhard Hesse, Timm Weitkamp, Javier Gerber, Franziska Schmidt

专题命中 医学影像 ：CT(title,abstract)

Comments 24 pages, 4 tables, 12 figures including supplementary material

Journal ref Dental Materials 40 (2024) 930-940

Comparison of $Λ$CDM and $R_h = ct$ with updated galaxy cluster $f_{gas}$ measurements using Bayesian inference

Kunj Panchal, Shantanu Desai

专题命中 医学影像 ：CT(title,abstract)

Comments 8 pages. Accepted for publication in JHEAP

Quantification of Collateral Supply with Local-AIF Dynamic Susceptibility Contrast MRI Predicts Infarct Growth

Mira M. Liu, Niloufar Saadat, Steven P. Roth, Marek A. Niekrasz, Mihai Giurcanu, Timothy J. Carroll, Gregory A. Christoforidis

专题命中 医学影像 ：MRI(title,abstract)

Comments 13 pages, 5 figures

An automated pipeline for computation and analysis of functional ventilation and perfusion lung MRI with matrix pencil decomposition: TrueLung

Orso Pusterla, Corin Willers, Robin Sandkühler, Simon Andermatt, Sylvia Nyilas, Philippe C. Cattin, Philipp Latzin, Oliver Bieri, Grzegorz Bauman

专题命中 医学影像 ：MRI(title,abstract)

Rapid 2D 23Na MRI of the calf using a denoising convolutional neural network

Rebecca R. Baker, Vivek Muthurangu, Marilena Rega, Stephen B. Walsh, Jennifer A. Steeden

专题命中 医学影像 ：MRI(title,abstract)

Comments 18 pages, 4 figures, 5 tables. Submitted to Magnetic Resonance Imaging

Geometric Characterization of Rat Urinary Bladder Wall During Ex-Vivo Filling Using Micro-Computed Tomography (Micro-CT)

Fatemeh Azari, Anne M. Robertson, Lori A. Birder

专题命中 医学影像 ：CT(title,abstract)

Exploring Automated Contouring Across Institutional Boundaries: A Deep Learning Approach with Mouse Micro-CT Datasets

Lu Jiang, Di Xu, Qifan Xu, Arion Chatziioannou, Keisuke S. Iwamoto, Susanta Hui, Ke Sheng

专题命中 医学影像 ：CT(title,abstract)

Leveraging Prompt-Learning for Structured Information Extraction from Crohn's Disease Radiology Reports in a Low-Resource Language

Liam Hazan, Gili Focht, Naama Gavrielov, Roi Reichart, Talar Hagopian, Mary-Louise C. Greer, Ruth Cytter Kuint, Dan Turner, Moti Freiman

专题命中 医学影像 ：radiology(title,abstract)

DCE-Qnet: Deep Network Quantification of Dynamic Contrast Enhanced (DCE) MRI

Ouri Cohen, Soudabeh Kargar, Sungmin Woo, Alberto Vargas, Ricardo Otazo

专题命中 医学影像 ：MRI(title,abstract)

CT-Eval: Benchmarking Chinese Text-to-Table Performance in Large Language Models

Haoxiang Shi, Jiaan Wang, Jiarong Xu, Cen Wang, Tetsuya Sakai

专题命中 医学影像 ：CT(title,abstract)

Comments 10 pages

Enhancing quality and speed in database-free neural network reconstructions of undersampled MRI with SCAMPI

Thomas M. Siedler, Peter M. Jakob, Volker Herold

专题命中 医学影像 ：MRI(title,abstract)

Comments 14 pages, 6 figures, 4 tables. Supplementary materials with 4 figures, 1 table

Leveraging SO(3)-steerable convolutions for pose-robust semantic segmentation in 3D medical data

Ivan Diaz, Mario Geiger, Richard Iain McKinley

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

Comments Accepted for publication at the Journal of Machine Learning for Biomedical Imaging (MELBA) https://melba-journal.org/2024:010

Journal ref Machine.Learning.for.Biomedical.Imaging. 2 (2024)

Characterization of a novel proton-CT scanner based on Silicon and LaBr$_3$(Ce) detectors

E. Nácher, J. A. Briz, A. N. Nerio, A. Perea, V. G. Távora, O. Tengblad, M. Ciemala, N. Cieplicka-Orynczak, A. Maj, K. Mazurek, P. Olko, M. Zieblinski, M. J. G. Borge

专题命中 医学影像 ：CT(title,abstract)

An Iterative Optimizing Framework for Radiology Report Summarization with ChatGPT

Chong Ma, Zihao Wu, Jiaqi Wang, Shaochen Xu, Yaonai Wei, Fang Zeng, Zhengliang Liu, Xi Jiang, Lei Guo, Xiaoyan Cai, Shu Zhang, Tuo Zhang, Dajiang Zhu, Dinggang Shen, Tianming Liu, Xiang Li

专题命中 医学影像 ：radiology(title,abstract)

Comments Change to the published version. "ImpressionGPT" has been removed from the title

Journal ref IEEE Transactions on Artificial Intelligence (Early Access)(12 February 2024)

PINQI: An End-to-End Physics-Informed Approach to Learned Quantitative MRI Reconstruction

Felix F Zimmermann, Christoph Kolbitsch, Patrick Schuenke, Andreas Kofler

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

Comments This work has been accepted for publication in IEEE Transactions on Computational Imaging. Changes were made to this version by the publisher before publication. IEEE Transactions on Computational Imaging (2024)

MRScore: Evaluating Radiology Report Generation with LLM-based Reward System

Yunyi Liu, Zhanyu Wang, Yingshu Li, Xinyu Liang, Lingqiao Liu, Lei Wang, Luping Zhou

专题命中 医学影像 ：radiology(title,abstract)

Explanations of MTF discrepancy in grating-based X-ray differential phase contrast CT imaging

Yuhang Tan, Jiecheng Yang, Hairong Zheng, Dong Liang, Peiping Zhu, Yongshuai Ge

专题命中 医学影像 ：CT(title,abstract)

Comments 7 pages,3 figures

Advancing aortic stenosis assessment: validation of fluid-structure interaction models against 4D flow MRI data

Alberto Zingaro, Irmantas Burba, David Oks, Mauro Fontana, Cristóbal Samaniego, Micha Bischofberger, Bart de Boeck, Andre Douverny, Özge Karakas, Stefan Toggweiler, Dabit Arzamendi-Aizpurua, Utku Gülan, Mariano Vázquez

专题命中 医学影像 ：MRI(title)；diagnosis(abstract)

Diffusion based Zero-shot Medical Image-to-Image Translation for Cross Modality Segmentation

Zihao Wang, Yingyu Yang, Yuzhou Chen, Tingting Yuan, Maxime Sermesant, Herve Delingette, Ona Wu

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

Comments Neurips 2023 Diffusion Workshop

MRI turbulence in vertically stratified accretion discs at large magnetic Prandtl numbers

Loren E. Held, George Mamatsashvili, Martin E. Pessah

专题命中 医学影像 ：MRI(title,abstract)

Comments Accepted by MNRAS (17 pages + 2 pages appendices, 14 figures, 3 tables)