医学 AI - arXivDaily 专题

2210.16509 2023-06-28 math.NA cs.CE cs.NA 82%

Fast Iterative Reconstruction for Multi-spectral CT by a Schmidt Orthogonal Modification Algorithm (SOMA)

Huiying Pan, Shusen Zhao, Weibin Zhang, Huitao Zhang, Xing Zhao

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

2306.14350 2023-06-27 eess.IV cs.CV cs.LG 82%

CDiffMR: Can We Replace the Gaussian Noise with K-Space Undersampling for Fast MRI?

Jiahao Huang, Angelica Aviles-Rivero, Carola-Bibiane Schönlieb, Guang Yang

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

Comments 10 pages, 4 figures, accepted by MICCAI 2023

2306.12988 2023-06-23 eess.IV cs.CV cs.LG 82%

Can a single image processing algorithm work equally well across all phases of DCE-MRI?

Adam G. Tattersall, Keith A. Goatman, Lucy E. Kershaw, Scott I. K. Semple, Sonia Dahdouh

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

Journal ref Proc. SPIE 12464, Medical Imaging 2023: Image Processing, 124642X (3 April 2023)

2306.12438 2023-06-23 eess.IV cs.CV cs.LG 82%

Aligning Synthetic Medical Images with Clinical Knowledge using Human Feedback

Shenghuan Sun, Gregory M. Goldgof, Atul Butte, Ahmed M. Alaa

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

2306.12365 2023-06-22 eess.IV cs.CV cs.LG physics.med-ph 82%

Attention Hybrid Variational Net for Accelerated MRI Reconstruction

Guoyao Shen, Boran Hao, Mengyu Li, Chad W. Farris, Ioannis Ch. Paschalidis, Stephan W. Anderson, Xin Zhang

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

Comments 22 pages, 4 figures, 3 tables

2306.12242 2023-06-22 eess.IV cs.CV cs.LG 82%

Concurrent ischemic lesion age estimation and segmentation of CT brain using a Transformer-based network

Adam Marcus, Paul Bentley, Daniel Rueckert

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

2209.04338 2023-06-21 eess.IV cs.CR cs.CV cs.LG 82%

Bridging the Gap: Differentially Private Equivariant Deep Learning for Medical Image Analysis

Florian A. Hölzl, Daniel Rueckert, Georgios Kaissis

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

Comments Accepted as extended abstract at GeoMedIA Workshop 2022 (https://openreview.net/forum?id=rGYfMrMxI17)

2306.10611 2023-06-21 eess.IV cs.CV cs.LG 82%

Deep learning-based group-wise registration for longitudinal MRI analysis in glioma

Claudia Chinea Hammecher, Karin van Garderen, Marion Smits, Pieter Wesseling, Bart Westerman, Pim French, Mathilde Kouwenhoven, Roel Verhaak, Frans Vos, Esther Bron, Bo Li

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

Comments Digital poster presented at the annual meeting of the International Society for Magnetic Resonance in Medicine (ISMRM) 2023. A 6 minute video about this work is available for browsing by the conference website (Program number: 4361)

2306.02055 2023-06-21 cs.AI 82%

Case Studies on X-Ray Imaging, MRI and Nuclear Imaging

Shuvra Sarker, Angona Biswas, MD Abdullah Al Nasim, Md Shahin Ali, Sai Puppala, Sajedul Talukder

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

Comments 15 pages, 3 figures, 4 tables; Acceptance of the chapter for the Springer book "Data-driven approaches to medical imaging"

2306.06982 2023-06-13 eess.IV cs.CV cs.LG 82%

Weakly Supervised Lesion Detection and Diagnosis for Breast Cancers with Partially Annotated Ultrasound Images

Jian Wang, Liang Qiao, Shichong Zhou, Jin Zhou, Jun Wang, Juncheng Li, Shihui Ying, Cai Chang, Jun Shi

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

2306.04339 2023-06-08 eess.IV cs.AI cs.CV cs.LG physics.med-ph 82%

Unpaired Deep Learning for Pharmacokinetic Parameter Estimation from Dynamic Contrast-Enhanced MRI

Gyutaek Oh, Won-Jin Moon, Jong Chul Ye

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

2303.05785 2023-06-07 eess.IV cs.CV cs.LG 82%

Scaling Up 3D Kernels with Bayesian Frequency Re-parameterization for Medical Image Segmentation

Ho Hin Lee, Quan Liu, Shunxing Bao, Qi Yang, Xin Yu, Leon Y. Cai, Thomas Li, Yuankai Huo, Xenofon Koutsoukos, Bennett A. Landman

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

Comments Accepted to MICCAI 2023 (top 13.6%), both codes and pretrained models are available at: https://github.com/MASILab/RepUX-Net

2306.02492 2023-06-06 cs.CL 82%

RadLing: Towards Efficient Radiology Report Understanding

Rikhiya Ghosh, Sanjeev Kumar Karn, Manuela Daniela Danu, Larisa Micu, Ramya Vunikili, Oladimeji Farri

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

Comments Association for Computational Linguistics (ACL), 2023

Journal ref 61st Annual Meeting of the Association for Computational Linguistics (ACL), July 9-14, 2023, Toronto, Canada

2306.01752 2023-06-06 eess.IV cs.CV cs.LG 82%

Handling Label Uncertainty on the Example of Automatic Detection of Shepherd's Crook RCA in Coronary CT Angiography

Felix Denzinger, Michael Wels, Oliver Taubmann, Florian Kordon, Fabian Wagner, Stephanie Mehltretter, Mehmet A. Gülsün, Max Schöbinger, Florian André, Sebastian Buss, Johannes Görich, Michael Sühling, Andreas Maier

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

Comments Accepted at ISBI 2023

2301.08868 2023-06-01 eess.IV cs.CV cs.LG 82%

Computationally Efficient 3D MRI Reconstruction with Adaptive MLP

Eric Z. Chen, Chi Zhang, Xiao Chen, Yikang Liu, Terrence Chen, Shanhui Sun

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

Comments MICCAI 2023 early accept

2305.17456 2023-05-30 eess.IV cs.CV cs.LG 82%

Trustworthy Deep Learning for Medical Image Segmentation

Lucas Fidon

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

Comments PhD thesis successfully defended on 1st July 2022. Examiners: Prof Sotirios Tsaftaris and Dr Wenjia Bai

2305.12231 2023-05-23 eess.IV cs.CV cs.LG 82%

Bi-VLGM : Bi-Level Class-Severity-Aware Vision-Language Graph Matching for Text Guided Medical Image Segmentation

Chen Wenting, Liu Jie, Yuan Yixuan

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

2305.10115 2023-05-18 eess.IV cs.CV cs.LG 82%

An Ensemble Deep Learning Approach for COVID-19 Severity Prediction Using Chest CT Scans

Sidra Aleem, Mayug Maniparambil, Suzanne Little, Noel O'Connor, Kevin McGuinness

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

2209.13264 2023-05-18 eess.IV cs.CV cs.LG math.OC 82%

Deep Unfolding of the DBFB Algorithm with Application to ROI CT Imaging with Limited Angular Density

Marion Savanier, Emilie Chouzenoux, Jean-Christophe Pesquet, Cyril Riddell

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

2305.09031 2023-05-17 eess.IV cs.CV cs.LG 82%

AI in the Loop -- Functionalizing Fold Performance Disagreement to Monitor Automated Medical Image Segmentation Pipelines

Harrison C. Gottlich, Panagiotis Korfiatis, Adriana V. Gregory, Timothy L. Kline

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

Comments 16 pages, 6 figures

2305.05101 2023-05-10 eess.IV cs.CV cs.LG 82%

Towards unraveling calibration biases in medical image analysis

María Agustina Ricci Lara, Candelaria Mosquera, Enzo Ferrante, Rodrigo Echeveste

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

Comments 9 pages, 3 figures, 2 supplementary figures

2305.02509 2023-05-05 eess.IV cs.CV cs.LG 82%

Meta-Learning Enabled Score-Based Generative Model for 1.5T-Like Image Reconstruction from 0.5T MRI

Zhuo-Xu Cui, Congcong Liu, Chentao Cao, Yuanyuan Liu, Jing Cheng, Qingyong Zhu, Yanjie Zhu, Haifeng Wang, Dong Liang

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

2305.01827 2023-05-04 eess.IV cs.CV cs.LG 82%

Cortical analysis of heterogeneous clinical brain MRI scans for large-scale neuroimaging studies

Karthik Gopinath, Douglas N. Greve, Sudeshna Das, Steve Arnold, Colin Magdamo, Juan Eugenio Iglesias

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

2304.13490 2023-04-27 eess.IV cs.CV cs.LG 82%

Mixing Data Augmentation with Preserving Foreground Regions in Medical Image Segmentation

Xiaoqing Liu, Kenji Ono, Ryoma Bise

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

Comments Accepted by IEEE ISBI'23

2304.10677 2023-04-24 eess.IV cs.CV cs.LG 82%

Deep reproductive feature generation framework for the diagnosis of COVID-19 and viral pneumonia using chest X-ray images

Ceyhun Efe Kayan, Talha Enes Koksal, Arda Sevinc, Abdurrahman Gumus

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

2304.09185 2023-04-20 cs.CL cs.AI 82%

Token Imbalance Adaptation for Radiology Report Generation

Yuexin Wu, I-Chan Huang, Xiaolei Huang

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

Comments Accepted by CHIL2023

2304.08881 2023-04-19 eess.IV cs.CV cs.LG 82%

Segmentation of glioblastomas in early post-operative multi-modal MRI with deep neural networks

Ragnhild Holden Helland, Alexandros Ferles, André Pedersen, Ivar Kommers, Hilko Ardon, Frederik Barkhof, Lorenzo Bello, Mitchel S. Berger, Tora Dunås, Marco Conti Nibali, Julia Furtner, Shawn Hervey-Jumper, Albert J. S. Idema, Barbara Kiesel, Rishi Nandoe Tewari, Emmanuel Mandonnet, Domenique M. J. Müller, Pierre A. Robe, Marco Rossi, Lisa M. Sagberg, Tommaso Sciortino, Tom Aalders, Michiel Wagemakers, Georg Widhalm, Marnix G. Witte, Aeilko H. Zwinderman, Paulina L. Majewska, Asgeir S. Jakola, Ole Solheim, Philip C. De Witt Hamer, Ingerid Reinertsen, Roelant S. Eijgelaar, David Bouget

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

Comments 13 pages, 4 figures, 4 tables

2211.08901 2023-04-18 cs.MM 82%

Brain PET Synthesis from MRI Using Joint Probability Distribution of Diffusion Model at Ultrahigh Fields

Taofeng Xie, Chentao Cao, Zhuoxu Cui, Fanshi Li, Zidong Wei, Yanjie Zhu, Ye Li, Dong Liang, Qiyu Jin, Guoqing Chen, Haifeng Wang

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

Comments 5 pages, 4 figures

2304.01351 2023-04-05 cs.LG cs.CV eess.IV 82%

Accelerated parallel MRI using memory efficient and robust monotone operator learning (MOL)

Aniket Pramanik, Mathews Jacob

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

2304.00546 2023-04-04 eess.IV cs.CV cs.LG 82%

Video Pretraining Advances 3D Deep Learning on Chest CT Tasks

Alexander Ke, Shih-Cheng Huang, Chloe P O'Connell, Michal Klimont, Serena Yeung, Pranav Rajpurkar

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

Comments Accepted at MIDL 2023

1. 医学影像 22681 篇

Fast Iterative Reconstruction for Multi-spectral CT by a Schmidt Orthogonal Modification Algorithm (SOMA)

CDiffMR: Can We Replace the Gaussian Noise with K-Space Undersampling for Fast MRI?

Can a single image processing algorithm work equally well across all phases of DCE-MRI?

Aligning Synthetic Medical Images with Clinical Knowledge using Human Feedback

Attention Hybrid Variational Net for Accelerated MRI Reconstruction

Concurrent ischemic lesion age estimation and segmentation of CT brain using a Transformer-based network

Bridging the Gap: Differentially Private Equivariant Deep Learning for Medical Image Analysis

Deep learning-based group-wise registration for longitudinal MRI analysis in glioma

Case Studies on X-Ray Imaging, MRI and Nuclear Imaging

Weakly Supervised Lesion Detection and Diagnosis for Breast Cancers with Partially Annotated Ultrasound Images

Unpaired Deep Learning for Pharmacokinetic Parameter Estimation from Dynamic Contrast-Enhanced MRI

Scaling Up 3D Kernels with Bayesian Frequency Re-parameterization for Medical Image Segmentation

RadLing: Towards Efficient Radiology Report Understanding

Handling Label Uncertainty on the Example of Automatic Detection of Shepherd's Crook RCA in Coronary CT Angiography

Computationally Efficient 3D MRI Reconstruction with Adaptive MLP

Trustworthy Deep Learning for Medical Image Segmentation

Bi-VLGM : Bi-Level Class-Severity-Aware Vision-Language Graph Matching for Text Guided Medical Image Segmentation

An Ensemble Deep Learning Approach for COVID-19 Severity Prediction Using Chest CT Scans

Deep Unfolding of the DBFB Algorithm with Application to ROI CT Imaging with Limited Angular Density

AI in the Loop -- Functionalizing Fold Performance Disagreement to Monitor Automated Medical Image Segmentation Pipelines

Towards unraveling calibration biases in medical image analysis

Meta-Learning Enabled Score-Based Generative Model for 1.5T-Like Image Reconstruction from 0.5T MRI

Cortical analysis of heterogeneous clinical brain MRI scans for large-scale neuroimaging studies

Mixing Data Augmentation with Preserving Foreground Regions in Medical Image Segmentation

Deep reproductive feature generation framework for the diagnosis of COVID-19 and viral pneumonia using chest X-ray images

Token Imbalance Adaptation for Radiology Report Generation

Segmentation of glioblastomas in early post-operative multi-modal MRI with deep neural networks

Brain PET Synthesis from MRI Using Joint Probability Distribution of Diffusion Model at Ultrahigh Fields

Accelerated parallel MRI using memory efficient and robust monotone operator learning (MOL)

Video Pretraining Advances 3D Deep Learning on Chest CT Tasks