医学 AI

Comprehensive analysis of synthetic learning applied to neonatal brain MRI segmentation

R Valabregue, F Girka, A Pron, F Rousseau, G Auzias

专题命中 医学影像 ：MRI(title,abstract)

A stopping criterion for iterative proton CT image reconstruction based on correlated noise properties

Ethan A. DeJongh, Alexander A. Pryanichnikov, Don F. DeJongh, Reinhard W. Schulte

专题命中 医学影像 ：CT(title,abstract)

Comments Accepted for publication in Journal of Applied Clinical Medical Physics

Journal ref J Appl Clin Med Phys. 2023; 24:e14114

DSC-MRI derived relative CBV maps synthesized from IVIM-MRI data:Application in glioma IDH mutation status identification

Lu Wang, Zhen Xing, Congbo Cai, Zhong Chen, Dairong Cao, Shuhui Cai

专题命中 医学影像 ：MRI(title,abstract)

Bias in Unsupervised Anomaly Detection in Brain MRI

Cosmin I. Bercea, Esther Puyol-Antón, Benedikt Wiestler, Daniel Rueckert, Julia A. Schnabel, Andrew P. King

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

NEMA NU 2-2018 performance evaluation of a new generation digital 32-cm axial field-of-view Omni Legend PET-CT

Rhodri Lyn Smith, Lee Bartley, Christopher O'Callaghan, Kevin M. Bradley, Chris Marshall

专题命中 医学影像 ：CT(title,abstract)

Compton-thick AGN in the NuSTAR Era X: Analysing seven local CT-AGN candidates

Dhrubojyoti Sengupta, Stefano Marchesi, Cristian Vignali, Núria Torres-Albà, Elena Bertola, Andrealuna Pizzetti, Giorgio Lanzuisi, Francesco Salvestrini, Xiurui Zhao, Massimo Gaspari, Roberto Gilli, Andrea Comastri, Alberto Traina, Francesco Tombesi, Ross Silver, Francesca Pozzi, Marco Ajello

专题命中 医学影像 ：CT(title,abstract)

Comments Accepted for publication in the Section 4. Extragalactic astronomy of Astronomy and Astrophysics, 20 pages, 10 figures

Journal ref A&A 676, A103 (2023)

Molecular MRI-Based Monitoring of Cancer Immunotherapy Treatment Response

Nikita Vladimirov, Or Perlman

专题命中 医学影像 ：MRI(title,abstract)

Comments 25 pages, 7 figures

Journal ref Int. J. Mol. Sci. 2023, 24, 3151

One-step Iterative Estimation of Effective Atomic Number and Electron Density for Dual Energy CT

Qian Wang, Huiqiao Xie, Tonghe Wang, Justin Roper, Hao Gao, Zhen Tian, Xiangyang Tang, Jeffrey D. Bradley, Tian liu, Xiaofeng Yang

专题命中 医学影像 ：CT(title,abstract)

Nonlinear evolution of magnetorotational instability in a magnetized Taylor-Couette flow: scaling properties and relation to upcoming DRESDYN-MRI experiment

A. Mishra, G. Mamatsashvili, F. Stefani

专题命中 医学影像 ：MRI(title,abstract)

Comments 22 pages, 18 figures, 2 Tables, accepted for publication in Physical Review Fluids

Guidance in Radiology Report Summarization: An Empirical Evaluation and Error Analysis

Jan Trienes, Paul Youssef, Jörg Schlötterer, Christin Seifert

专题命中 医学影像 ：radiology(title,abstract)

Comments Accepted at INLG2023

Microwave limiters implemented by coupled dielectric resonators based on a topological defect mode and CT-symmetry breaking

Mattis Reisner, Fabrice Mortessagne, Eleana Makri, Tsampikos Kottos, Ulrich Kuhl

专题命中 医学影像 ：CT(title,abstract)

Comments 7 pages, 13 figures, 1 table

An empirical study of using radiology reports and images to improve ICU mortality prediction

Mingquan Lin, Song Wang, Ying Ding, Lihui Zhao, Fei Wang, Yifan Peng

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

Comments 21 pages, 5 figures, 7 tables

Automated Labeling of German Chest X-Ray Radiology Reports using Deep Learning

Alessandro Wollek, Philip Haitzer, Thomas Sedlmeyr, Sardi Hyska, Johannes Rueckel, Bastian Sabel, Michael Ingrisch, Tobias Lasser

专题命中 医学影像 ：radiology(title,abstract)

Leveraging Old Knowledge to Continually Learn New Classes in Medical Images

Evelyn Chee, Mong Li Lee, Wynne Hsu

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

Comments Accepted to AAAI23

Deep Speech Synthesis from MRI-Based Articulatory Representations

Peter Wu, Tingle Li, Yijing Lu, Yubin Zhang, Jiachen Lian, Alan W Black, Louis Goldstein, Shinji Watanabe, Gopala K. Anumanchipalli

专题命中 医学影像 ：MRI(title,abstract)

Generalized-Equiangular Geometry CT: Concept and Shift-Invariant FBP Algorithms

Yingxian Xia, Zhiqiang Chen, Li Zhang, Yuxiang Xing, Hewei Gao

专题命中 医学影像 ：CT(title,abstract)

Comments 31 pages, 13 figures

Neuromelanin-MRI using 2D GRE and deep learning: considerations for improving the visualization of substantia nigra and locus coeruleus

Samy Abo Seada, Anke W. van der Eerden, Agnita J. W. Boon, Juan A. Hernandez-Tamames

专题命中 医学影像 ：MRI(title,abstract)

Comments An article based on ECR and ISMRM abstracts, with more text & figures

QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation - Analysis of Ranking Scores and Benchmarking Results

Raghav Mehta, Angelos Filos, Ujjwal Baid, Chiharu Sako, Richard McKinley, Michael Rebsamen, Katrin Datwyler, Raphael Meier, Piotr Radojewski, Gowtham Krishnan Murugesan, Sahil Nalawade, Chandan Ganesh, Ben Wagner, Fang F. Yu, Baowei Fei, Ananth J. Madhuranthakam, Joseph A. Maldjian, Laura Daza, Catalina Gomez, Pablo Arbelaez, Chengliang Dai, Shuo Wang, Hadrien Reynaud, Yuan-han Mo, Elsa Angelini, Yike Guo, Wenjia Bai, Subhashis Banerjee, Lin-min Pei, Murat AK, Sarahi Rosas-Gonzalez, Ilyess Zemmoura, Clovis Tauber, Minh H. Vu, Tufve Nyholm, Tommy Lofstedt, Laura Mora Ballestar, Veronica Vilaplana, Hugh McHugh, Gonzalo Maso Talou, Alan Wang, Jay Patel, Ken Chang, Katharina Hoebel, Mishka Gidwani, Nishanth Arun, Sharut Gupta, Mehak Aggarwal, Praveer Singh, Elizabeth R. Gerstner, Jayashree Kalpathy-Cramer, Nicolas Boutry, Alexis Huard, Lasitha Vidyaratne, Md Monibor Rahman, Khan M. Iftekharuddin, Joseph Chazalon, Elodie Puybareau, Guillaume Tochon, Jun Ma, Mariano Cabezas, Xavier Llado, Arnau Oliver, Liliana Valencia, Sergi Valverde, Mehdi Amian, Mohammadreza Soltaninejad, Andriy Myronenko, Ali Hatamizadeh, Xue Feng, Quan Dou, Nicholas Tustison, Craig Meyer, Nisarg A. Shah, Sanjay Talbar, Marc-Andre Weber, Abhishek Mahajan, Andras Jakab, Roland Wiest, Hassan M. Fathallah-Shaykh, Arash Nazeri, Mikhail Milchenko1, Daniel Marcus, Aikaterini Kotrotsou, Rivka Colen, John Freymann, Justin Kirby, Christos Davatzikos, Bjoern Menze, Spyridon Bakas, Yarin Gal, Tal Arbel

专题命中 医学影像 ：medical image(abstract)；pathology(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://www.melba-journal.org/papers/2022:026.html

Journal ref Machine.Learning.for.Biomedical.Imaging. 1 (2022)

Data-proximal complementary $\ell^1$-TV reconstruction for limited data CT

Simon Göppel, Jürgen Frikel, Markus Haltmeier

专题命中 医学影像 ：CT(title,abstract)

Metal artefact reduction sequences for a piezoelectric bone conduction implant using a realistic head phantom in MRI

Guy Fierens, Joris Walraevens, Ronald Peeters, Christ Glorieux, Nicolas Verhaert

专题命中 医学影像 ：MRI(title,abstract)

Comments 22 pages, 12 figures including supplementary information

Building blocks for complex tasks: Robust generative event extraction for radiology reports under domain shifts

Sitong Zhou, Meliha Yetisgen, Mari Ostendorf

专题命中 医学影像 ：radiology(title,abstract)

Journal ref The 5th Clinical Natural Language Processing Workshop. At ACL 2023

ORGAN: Observation-Guided Radiology Report Generation via Tree Reasoning

Wenjun Hou, Kaishuai Xu, Yi Cheng, Wenjie Li, Jiang Liu

专题命中 医学影像 ：radiology(title,abstract)

Comments Accepted by ACL 2023

deepPERFECT: Novel Deep Learning CT Synthesis Method for Expeditious Pancreatic Cancer Radiotherapy

Hamed Hooshangnejad, Quan Chen, Xue Feng, Rui Zhang, Kai Ding

专题命中 医学影像 ：CT(title,abstract)

Comments paper is under review by medical physics

German CheXpert Chest X-ray Radiology Report Labeler

Alessandro Wollek, Sardi Hyska, Thomas Sedlmeyr, Philip Haitzer, Johannes Rueckel, Bastian O. Sabel, Michael Ingrisch, Tobias Lasser

专题命中 医学影像 ：radiology(title,abstract)

Boosting Radiology Report Generation by Infusing Comparison Prior

Sanghwan Kim, Farhad Nooralahzadeh, Morteza Rohanian, Koji Fujimoto, Mizuho Nishio, Ryo Sakamoto, Fabio Rinaldi, Michael Krauthammer

专题命中 医学影像 ：radiology(title,abstract)

Comments Accepted at ACL 2023, BioNLP Workshop

Can Deep Learning Reliably Recognize Abnormality Patterns on Chest X-rays? A Multi-Reader Study Examining One Month of AI Implementation in Everyday Radiology Clinical Practice

Daniel Kvak, Anna Chromcová, Petra Ovesná, Jakub Dandár, Marek Biroš, Robert Hrubý, Daniel Dufek, Marija Pajdaković

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

MaRCoS, an open-source electronic control system for low-field MRI

Vlad Negnevitsky, Yolanda Vives-Gilabert, José M. Algarín, Lincoln Craven-Brightman, Rubén Pellicer-Guridi, Thomas O'Reilly, Jason P. Stockmann, Andrew Webb, Joseba Alonso, Benjamin Menküc

专题命中 医学影像 ：MRI(title,abstract)

Comments 10 pages, 4 figures

Joint MR sequence optimization beats pure neural network approaches for spin-echo MRI super-resolution

Hoai Nam Dang, Vladimir Golkov, Thomas Wimmer, Daniel Cremers, Andreas Maier, Moritz Zaiss

专题命中 医学影像 ：MRI(title,abstract)

Comments 13 pages, 4 figures, 3 tables, submitted to MICCAI 2023 for review

Medical Image Deidentification, Cleaning and Compression Using Pylogik

Adrienne Kline, Vinesh Appadurai, Yuan Luo, Sanjiv Shah

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

Comments updates needed to manuscript

Exploring the Trade-Offs: Unified Large Language Models vs Local Fine-Tuned Models for Highly-Specific Radiology NLI Task

Zihao Wu, Lu Zhang, Chao Cao, Xiaowei Yu, Haixing Dai, Chong Ma, Zhengliang Liu, Lin Zhao, Gang Li, Wei Liu, Quanzheng Li, Dinggang Shen, Xiang Li, Dajiang Zhu, Tianming Liu

专题命中 医学影像 ：radiology(title,abstract)