医学 AI - arXivDaily 专题

2411.07339 2024-11-13 physics.med-ph 79%

Synergistic PET/CT Reconstruction Using a Joint Generative Model

Noel Jeffrey Pinton, Alexandre Bousse, Zhihan Wang, Catherine Cheze-Le-Rest, Voichita Maxim, Claude Comtat, Florent Sureau, Dimitris Visvikis

专题命中医学影像：CT(title,abstract)；radiology(comments)

Comments 17th International Meeting on Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine (Fully3D Conference) arXiv:2310.16846

2411.05021 2024-11-11 physics.med-ph 79%

Considerations and recommendations from the ISMRM Diffusion Study Group for preclinical diffusion MRI: Part 3 -- Ex vivo imaging: data processing, comparisons with microscopy, and tractography

Kurt G Schilling, Amy FD Howard, Francesco Grussu, Andrada Ianus, Brian Hansen, Rachel L C Barrett, Manisha Aggarwal, Stijn Michielse, Fatima Nasrallah, Warda Syeda, Nian Wang, Jelle Veraart, Alard Roebroeck, Andrew F Bagdasarian, Cornelius Eichner, Farshid Sepehrband, Jan Zimmermann, Lucas Soustelle, Christien Bowman, Benjamin C Tendler, Andreea Hertanu, Ben Jeurissen, Marleen Verhoye, Lucio Frydman, Yohan van de Looij, David Hike, Jeff F Dunn, Karla Miller, Bennett A Landman, Noam Shemesh, Adam Anderson, Emilie McKinnon, Shawna Farquharson, Flavio Dell' Acqua, Carlo Pierpaoli, Ivana Drobnjak, Alexander Leemans, Kevin D Harkins, Maxime Descoteaux, Duan Xu, Hao Huang, Mathieu D Santin, Samuel C. Grant, Andre Obenaus, Gene S Kim, Dan Wu, Denis Le Bihan, Stephen J Blackband, Luisa Ciobanu, Els Fieremans, Ruiliang Bai, Trygve B Leergaard, Jiangyang Zhang, Tim B Dyrby, G Allan Johnson, Julien Cohen-Adad, Matthew D Budde, Ileana O Jelescu

专题命中医学影像：MRI(title,abstract)

Comments Part 3 of 3 in "Considerations and recommendations for preclinical diffusion MRI"

2404.12361 2024-10-02 cs.AI physics.med-ph 79%

Learning the Domain Specific Inverse NUFFT for Accelerated Spiral MRI using Diffusion Models

Trevor J. Chan, Chamith S. Rajapakse

专题命中医学影像：MRI(title,abstract)；biomedical(journal_ref)

Journal ref 2024 IEEE International Symposium on Biomedical Imaging (ISBI)

2403.08042 2024-08-13 eess.IV cs.CV cs.LG 79%

CT evaluation of 2D and 3D holistic deep learning methods for the volumetric segmentation of airway lesions

Amel Imene Hadj Bouzid, Baudouin Denis de Senneville, Fabien Baldacci, Pascal Desbarats, Patrick Berger, Ilyes Benlala, Gaël Dournes

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

Comments 6 pages, 3 figures, 2 tables, IEEE International Symposium on Biomedical Imaging (ISBI) 2024

2405.00053 2024-06-24 physics.soc-ph physics.hist-ph 79%

A new understanding on the history of developing MRI for cancer detection

Donald C. Chang

专题命中医学影像：MRI(title,abstract)

Comments 13 pages, 4 figures, 4 tables; This work was reported in the 2024 APS March Meeting held at Minneapolis as an invited talk given in Session S43: Physics, History, and Future of MRI

2205.08918 2024-02-15 physics.med-ph 79%

Superconducting magnet designs and MRI accessibility: a review

Marina Manso Jimeno, John Thomas Vaughan, Sairam Geethanath

专题命中医学影像：MRI(title,abstract)

Comments Review article, 4 figures and 1 table, submitted to NMR in Biomedicine special issue "MRI for the world"

2306.03264 2023-06-07 cs.CL 79%

shs-nlp at RadSum23: Domain-Adaptive Pre-training of Instruction-tuned LLMs for Radiology Report Impression Generation

Sanjeev Kumar Karn, Rikhiya Ghosh, Kusuma P, Oladimeji Farri

专题命中医学影像：radiology(title,abstract)

Comments 1st Place in Task 1B: Radiology Report Summarization at BioNLP 2023

Journal ref BioNLP 2023, Co-located with ACL 2023

2305.14589 2023-05-25 eess.IV cs.CV cs.LG physics.med-ph 79%

Attentive Continuous Generative Self-training for Unsupervised Domain Adaptive Medical Image Translation

Xiaofeng Liu, Jerry L. Prince, Fangxu Xing, Jiachen Zhuo, Reese Timothy, Maureen Stone, Georges El Fakhri, Jonghye Woo

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

Comments Accepted to Medical Image Analysis

2304.14976 2023-05-01 cs.CV cs.LG eess.IV 79%

Quality-Adaptive Split-Federated Learning for Segmenting Medical Images with Inaccurate Annotations

Zahra Hafezi Kafshgari, Chamani Shiranthika, Parvaneh Saeedi, Ivan V. Bajić

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

Comments 5 pages, 4 figures, IEEE International Symposium on Biomedical Imaging (ISBI) 2023

2012.15772 2023-01-02 eess.IV cs.CV cs.LG 79%

Estimating Uncertainty in Neural Networks for Cardiac MRI Segmentation: A Benchmark Study

Matthew Ng, Fumin Guo, Labonny Biswas, Steffen E. Petersen, Stefan K. Piechnik, Stefan Neubauer, Graham Wright

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

Comments Accepted to IEEE Transactions on Biomedical Engineering. Copyright (c) 2022 IEEE. Personal use of this material is permitted. However, permission to use this material for any other purposes must be obtained from the IEEE by sending an email to pubs-permissions@ieee.org

2211.06620 2022-11-15 eess.IV cs.CV cs.LG 79%

A Radiogenomics Pipeline for Lung Nodules Segmentation and Prediction of EGFR Mutation Status from CT Scans

Ivo Gollini Navarrete, Mohammad Yaqub

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

Comments 4 pages, 3 figures, 3 tables. Preprint to International Symposium on Biomedical Imaging (ISBI) 2023

2201.07408 2022-05-04 physics.med-ph 79%

Iterative image reconstruction for CT with unmatched projection matrices using the generalized minimal residual algorithm

Emil Y. Sidky, Per Christian Hansen, Jakob S. Jørgensen, Xiaochuan Pan

专题命中医学影像：CT(title,abstract)

Comments Accepted to the 2022 CT Meeting

2107.02586 2021-07-07 eess.IV cs.CV cs.LG 79%

Differentially private federated deep learning for multi-site medical image segmentation

Alexander Ziller, Dmitrii Usynin, Nicolas Remerscheid, Moritz Knolle, Marcus Makowski, Rickmer Braren, Daniel Rueckert, Georgios Kaissis

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

Comments Submitted to the Journal of Machine Learning in Biomedical Imaging (MELBA)

2104.04291 2021-04-12 cs.CV cs.LG eess.IV 79%

Brain Surface Reconstruction from MRI Images Based on Segmentation Networks Applying Signed Distance Maps

Heng Fang, Xi Yang, Taichi Kin, Takeo Igarashi

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

Comments Accepted by IEEE ISBI 2021 (International Symposium on Biomedical Imaging)

2103.13314 2021-03-25 eess.IV cs.CV cs.LG 79%

MONAIfbs: MONAI-based fetal brain MRI deep learning segmentation

Marta B. M. Ranzini, Lucas Fidon, Sébastien Ourselin, Marc Modat, Tom Vercauteren

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

Comments Abstract accepted at IEEE International Symposium on Biomedical Imaging (ISBI) 2021

2007.05363 2020-11-20 eess.IV cs.CV cs.LG 79%

Semi-supervised Task-driven Data Augmentation for Medical Image Segmentation

Krishna Chaitanya, Neerav Karani, Christian F. Baumgartner, Ertunc Erdil, Anton Becker, Olivio Donati, Ender Konukoglu

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

Comments 15 pages, 11 Figures, 3 tables. Accepted at Medical Image Analysis, 2020

2002.03226 2020-07-10 eess.IV cs.CV cs.LG 79%

Free-breathing Cardiovascular MRI Using a Plug-and-Play Method with Learned Denoiser

Sizhuo Liu, Edward Reehorst, Philip Schniter, Rizwan Ahmad

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

Comments IEEE ISBI 2020, International Symposium on Biomedical Imaging

2004.01610 2020-04-06 cs.CV cs.LG eess.IV 79%

Interpreting Medical Image Classifiers by Optimization Based Counterfactual Impact Analysis

David Major, Dimitrios Lenis, Maria Wimmer, Gert Sluiter, Astrid Berg, Katja Bühler

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

Comments Accepted for publication at IEEE International Symposium on Biomedical Imaging (ISBI) 2020

1809.04698 2018-10-10 cs.CL 79%

Learning to Summarize Radiology Findings

Yuhao Zhang, Daisy Yi Ding, Tianpei Qian, Christopher D. Manning, Curtis P. Langlotz

专题命中医学影像：radiology(title,abstract)

Comments EMNLP 2018 Workshop on Health Text Mining and Information Analysis (EMNLP-LOUHI). Code and pretrained model available at: https://github.com/yuhaozhang/summarize-radiology-findings

1711.09703 2017-11-28 physics.med-ph 79%

Evaluation of Diffusion Weighted Imaging in the Context of Multi-Parametric MRI of the Prostate in the assessment of suspected low volume prostatic carcinoma

Ioannis Papadopoulos, Jonathan Phillips, Rhodri Evans, Neil Fenn, Sophie Schermer

专题命中医学影像：MRI(title,abstract)

Comments to appear in MRI

1703.07179 2017-07-06 physics.med-ph 79%

Can Planning Images Reduce Scatter in Follow-Up Cone-Beam CT?

Jonathan Mason, Alessandro Perelli, William Nailon, Mike Davies

专题命中医学影像：CT(title,abstract)；medical image(comments)

Comments 13 pages, submitted to Medical Image Understanding and Analysis (MIUA) 2017 conference

1706.08946 2017-06-28 physics.med-ph 79%

High-Fidelity Modeling of Shift-Variant Focal-Spot Blur for High-Resolution CT

Steven Tilley, Wojciech Zbijewski, J. Webster Stayman

专题命中医学影像：CT(title,abstract)；radiology(comments)

Comments Proceedings of the 14th International Meeting on Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine, page 752

1702.07056 2017-02-24 cs.DM 79%

Multi-shell Sampling Scheme with Accurate and Efficient Transforms for Diffusion MRI

Alice P. Bates, Zubair Khalid, Rodney A. Kennedy, Jason D. McEwen

专题命中医学影像：MRI(title,abstract)；biomedical(comments)

Comments 1 page, 1 figure, presented as a poster at the 2017 Biomedical and Astronomical Image Processing (BASP) Workshop

1602.08956 2016-03-01 physics.med-ph physics.bio-ph 79%

Multi-Material 3-D Viscoelastic Model of a Transtibial Residuum from In-vivo Indentation and MRI Data

David Moinina Sengeh, Kevin Mattheus Moerman, Arthur Petron, Hugh Herr

专题命中医学影像：MRI(title,abstract)；biomedical(journal_ref)

Journal ref Journal of the Mechanical Behavior of Biomedical Materials, 2016

1510.04875 2015-10-19 physics.med-ph 79%

PET-MRI: a review of challenges and solutions in the development of integrated multimodality imaging

Stefaan Vandenberghe, Paul Marsden

专题命中医学影像：MRI(title,abstract)

Comments 41 pages, topical review on PET-MRI. Physics in medicine and biology, 2015

1506.07364 2015-06-25 physics.med-ph 79%

Volume measurement by using super-resolution MRI: application to prostate volumetry

Estanislao Oubel, Hubert Beaumont, Antoine Iannessi

专题命中医学影像：MRI(title,abstract)；radiology(comments)

Comments in ECR 2015 - European Congress of Radiology, Mar 2015, Vienna, Austria

1502.06742 2015-02-25 math.OC physics.med-ph 79%

Variable density sampling based on physically plausible gradient waveform. Application to 3D MRI angiography

Nicolas Chauffert, Pierre Weiss, Marianne Boucher, Sébastien Mériaux, Philippe CIUCIU

专题命中医学影像：MRI(title,abstract)；biomedical(comments)

Comments IEEE International Symposium on Biomedical Imaging (ISBI), Apr 2015, New-York, United States

1501.04409 2015-01-20 physics.med-ph physics.optics 79%

Fast Scatter Artifacts Correction for Cone-Beam CT without System Modification and Repeat Scan

Wei Zhao, Jun Zhu, Luyao Wang

专题命中医学影像：CT(title,abstract)；radiology(comments)

Comments Submitted to The 13th International Meeting on Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine. Comments are welcome

1410.8411 2014-10-31 physics.med-ph 79%

Improved Scatter Correction in X-Ray Cone Beam CT with Moving Beam Stop Array Using Johns' Equation

Hao Yan, Xuanqin Mou, Shaojie Tang, Qiong Xu

专题命中医学影像：CT(title,abstract)；radiology(comments)

Comments 4 pages, pp98-101, Proceedings of the 10th International Meeting on Fully Three-dimensional Image Reconstruction in Radiology and Nuclear Medicine, Beijing, China, 2009

1307.6836 2013-07-26 math.ST stat.TH 79%

Variable Density Compressed Sensing In MRI. Theoretical vs Heuristic Sampling Strategies

Nicolas Chauffert, Philippe Ciuciu, Pierre Weiss

专题命中医学影像：MRI(title,abstract)；biomedical(comments)

Comments ISBI - 10th International Symposium on Biomedical Imaging (2013)

1. 医学影像 22719 篇

Synergistic PET/CT Reconstruction Using a Joint Generative Model

Considerations and recommendations from the ISMRM Diffusion Study Group for preclinical diffusion MRI: Part 3 -- Ex vivo imaging: data processing, comparisons with microscopy, and tractography

Learning the Domain Specific Inverse NUFFT for Accelerated Spiral MRI using Diffusion Models

CT evaluation of 2D and 3D holistic deep learning methods for the volumetric segmentation of airway lesions

A new understanding on the history of developing MRI for cancer detection

Superconducting magnet designs and MRI accessibility: a review

shs-nlp at RadSum23: Domain-Adaptive Pre-training of Instruction-tuned LLMs for Radiology Report Impression Generation

Attentive Continuous Generative Self-training for Unsupervised Domain Adaptive Medical Image Translation

Quality-Adaptive Split-Federated Learning for Segmenting Medical Images with Inaccurate Annotations

Estimating Uncertainty in Neural Networks for Cardiac MRI Segmentation: A Benchmark Study

A Radiogenomics Pipeline for Lung Nodules Segmentation and Prediction of EGFR Mutation Status from CT Scans

Iterative image reconstruction for CT with unmatched projection matrices using the generalized minimal residual algorithm

Differentially private federated deep learning for multi-site medical image segmentation

Brain Surface Reconstruction from MRI Images Based on Segmentation Networks Applying Signed Distance Maps

MONAIfbs: MONAI-based fetal brain MRI deep learning segmentation

Semi-supervised Task-driven Data Augmentation for Medical Image Segmentation

Free-breathing Cardiovascular MRI Using a Plug-and-Play Method with Learned Denoiser

Interpreting Medical Image Classifiers by Optimization Based Counterfactual Impact Analysis

Learning to Summarize Radiology Findings

Evaluation of Diffusion Weighted Imaging in the Context of Multi-Parametric MRI of the Prostate in the assessment of suspected low volume prostatic carcinoma

Can Planning Images Reduce Scatter in Follow-Up Cone-Beam CT?

High-Fidelity Modeling of Shift-Variant Focal-Spot Blur for High-Resolution CT

Multi-shell Sampling Scheme with Accurate and Efficient Transforms for Diffusion MRI

Multi-Material 3-D Viscoelastic Model of a Transtibial Residuum from In-vivo Indentation and MRI Data

PET-MRI: a review of challenges and solutions in the development of integrated multimodality imaging

Volume measurement by using super-resolution MRI: application to prostate volumetry

Variable density sampling based on physically plausible gradient waveform. Application to 3D MRI angiography

Fast Scatter Artifacts Correction for Cone-Beam CT without System Modification and Repeat Scan

Improved Scatter Correction in X-Ray Cone Beam CT with Moving Beam Stop Array Using Johns' Equation

Variable Density Compressed Sensing In MRI. Theoretical vs Heuristic Sampling Strategies