医学 AI - arXivDaily 专题

2203.11725 2023-08-23 eess.IV cs.CV 76%

Unsupervised Anomaly Detection in Medical Images with a Memory-augmented Multi-level Cross-attentional Masked Autoencoder

Yu Tian, Guansong Pang, Yuyuan Liu, Chong Wang, Yuanhong Chen, Fengbei Liu, Rajvinder Singh, Johan W Verjans, Mengyu Wang, Gustavo Carneiro

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

Comments Accepted to MICCAI MLMI2023

2308.06296 2023-08-22 eess.IV cs.CV cs.LG q-bio.QM 76%

Classification of White Blood Cells Using Machine and Deep Learning Models: A Systematic Review

Rabia Asghar, Sanjay Kumar, Paul Hynds, Arslan Shaukat

专题命中医学影像：medical image(abstract)；MRI(abstract)；分类 cs.CV、cs.LG、q-bio

2207.02399 2023-08-15 eess.IV cs.CV 76%

Learning Apparent Diffusion Coefficient Maps from Accelerated Radial k-Space Diffusion-Weighted MRI in Mice using a Deep CNN-Transformer Model

Yuemeng Li, Miguel Romanello Joaquim, Stephen Pickup, Hee Kwon Song, Rong Zhou, Yong Fan

专题命中医学影像：MRI(title)；分类 cs.CV、eess.IV

Comments Accepted by Magnetic Resonance in Medicine

Journal ref Magn Reson Med 2023

2308.05449 2023-08-11 eess.IV cs.CV 76%

Transforming Breast Cancer Diagnosis: Towards Real-Time Ultrasound to Mammogram Conversion for Cost-Effective Diagnosis

Sahar Almahfouz Nasser, Ashutosh Sharma, Anmol Saraf, Amruta Mahendra Parulekar, Purvi Haria, Amit Sethi

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

2307.07254 2023-07-17 eess.IV cs.CV 76%

cOOpD: Reformulating COPD classification on chest CT scans as anomaly detection using contrastive representations

Silvia D. Almeida, Carsten T. Lüth, Tobias Norajitra, Tassilo Wald, Marco Nolden, Paul F. Jaeger, Claus P. Heussel, Jürgen Biederer, Oliver Weinheimer, Klaus Maier-Hein

专题命中医学影像：CT(title)；分类 cs.CV、eess.IV

2307.04425 2023-07-11 eess.IV cs.CV 76%

Identification of Hemorrhage and Infarct Lesions on Brain CT Images using Deep Learning

Arunkumar Govindarajan, Arjun Agarwal, Subhankar Chattoraj, Dennis Robert, Satish Golla, Ujjwal Upadhyay, Swetha Tanamala, Aarthi Govindarajan

专题命中医学影像：CT(title)；分类 cs.CV、eess.IV

2307.02997 2023-07-07 eess.IV cs.CV 76%

Fourier-Net+: Leveraging Band-Limited Representation for Efficient 3D Medical Image Registration

Xi Jia, Alexander Thorley, Alberto Gomez, Wenqi Lu, Dipak Kotecha, Jinming Duan

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

Comments Under review. arXiv admin note: text overlap with arXiv:2211.16342

2307.02791 2023-07-07 cs.CV cs.AI cs.CY cs.LG 76%

The Role of Subgroup Separability in Group-Fair Medical Image Classification

Charles Jones, Mélanie Roschewitz, Ben Glocker

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

Comments Accepted at MICCAI 2023. Code available under https://github.com/biomedia-mira/subgroup-separability

2307.01148 2023-07-07 cs.CV eess.IV 76%

Investigating Data Memorization in 3D Latent Diffusion Models for Medical Image Synthesis

Salman Ul Hassan Dar, Arman Ghanaat, Jannik Kahmann, Isabelle Ayx, Theano Papavassiliu, Stefan O. Schoenberg, Sandy Engelhardt

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

2306.14039 2023-06-27 eess.IV cs.CV 76%

Semantic Segmentation of Porosity in 4D Spatio-Temporal X-ray μCT of Titanium Coated Ni wires using Deep Learning

Pradyumna Elavarthi, Arun Bhattacharjee, Ashley Paz y Puente, Anca Ralescu

专题命中医学影像：CT(title)；分类 cs.CV、eess.IV

2306.10622 2023-06-21 eess.IV cs.CV 76%

Prior-knowledge-informed deep learning for lacune detection and quantification using multi-site brain MRI

Bo Li, Jeroen de Bresser, Wiro Niessen, Matthias van Osch, Wiesje M. van der Flier, Geert Jan Biessels, Meike W. Vernooij, Esther Bron

专题命中医学影像：MRI(title)；分类 cs.CV、eess.IV

Comments Abstract presented at the 2022 annual meeting of the Organization for Human Brain Mapping (OHBM).Second place at the VALDO MICCAI challenge for cerebral lacune detection

2305.11125 2023-05-19 eess.IV cs.CV 76%

Skin Lesion Diagnosis Using Convolutional Neural Networks

Daniel Alonso Villanueva Nunez, Yongmin Li

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

2103.06205 2023-05-03 eess.IV cs.CV 76%

Are we using appropriate segmentation metrics? Identifying correlates of human expert perception for CNN training beyond rolling the DICE coefficient

Florian Kofler, Ivan Ezhov, Fabian Isensee, Fabian Balsiger, Christoph Berger, Maximilian Koerner, Beatrice Demiray, Julia Rackerseder, Johannes Paetzold, Hongwei Li, Suprosanna Shit, Richard McKinley, Marie Piraud, Spyridon Bakas, Claus Zimmer, Nassir Navab, Jan Kirschke, Benedikt Wiestler, Bjoern Menze

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

Comments Accepted for publication at the Journal of Machine Learning for Biomedical Imaging (MELBA) https://melba-journal.org/2023:002

Journal ref Machine.Learning.for.Biomedical.Imaging. 2 (2023)

2304.09620 2023-04-20 eess.IV cs.CV 76%

DCELANM-Net:Medical Image Segmentation based on Dual Channel Efficient Layer Aggregation Network with Learner

Chengzhun Lu, Zhangrun Xia, Krzysztof Przystupa, Orest Kochan, Jun Su

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

2304.06378 2023-04-14 eess.IV cs.CV 76%

Generalizable Deep Learning Method for Suppressing Unseen and Multiple MRI Artifacts Using Meta-learning

Arun Palla, Sriprabha Ramanarayanan, Keerthi Ram, Mohanasankar Sivaprakasam

专题命中医学影像：MRI(title)；分类 cs.CV、eess.IV

Comments 5 pages, 6 figures, Accepted in EMBC 2023

2304.00102 2023-04-04 cs.CV eess.SP 76%

Deep Factor Model: A Novel Approach for Motion Compensated Multi-Dimensional MRI

Yan Chen, James H. Holmes, Curtis Corum, Vincent Magnotta, Mathews Jacob

专题命中医学影像：MRI(title)；分类 cs.CV、eess.SP

Comments 4 pages, 4 figures

2303.16520 2023-03-30 cs.LG cs.AI cs.CV 76%

Fair Federated Medical Image Segmentation via Client Contribution Estimation

Meirui Jiang, Holger R Roth, Wenqi Li, Dong Yang, Can Zhao, Vishwesh Nath, Daguang Xu, Qi Dou, Ziyue Xu

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

Comments Accepted at CVPR 2023

2303.06180 2023-03-14 cs.LG cs.AI cs.CV 76%

Optimizing Federated Learning for Medical Image Classification on Distributed Non-iid Datasets with Partial Labels

Pranav Kulkarni, Adway Kanhere, Paul H. Yi, Vishwa S. Parekh

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

Comments 10 pages, 1 algorithm, 4 tables

2303.02516 2023-03-07 eess.IV cs.CV 76%

Detection of the Arterial Input Function Using DSC-MRI Data

Svitlana Alkhimova, Kateryna Sazonova

专题命中医学影像：MRI(title)；分类 cs.CV、eess.IV

Comments 7 pages

Journal ref Proceedings of the V International Scientific and Practical Conference "Modern and global methods of the development of scientific thought", October 25-28, 2022, Florence, Italy. - Florence : International Science Group, 2022. - P. 541-547

2302.10412 2023-02-22 eess.IV cs.CV 76%

Non-pooling Network for medical image segmentation

Weihu Song, Heng Yu

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

Comments 8 pages, 5 figures

2111.11926 2023-02-10 eess.IV cs.CV 76%

An Educated Warm Start For Deep Image Prior-Based Micro CT Reconstruction

Riccardo Barbano, Johannes Leuschner, Maximilian Schmidt, Alexander Denker, Andreas Hauptmann, Peter Maaß, Bangti Jin

专题命中医学影像：CT(title)；分类 cs.CV、eess.IV

Journal ref in IEEE Transactions on Computational Imaging, vol. 8, pp. 1210-1222, 2022

2301.06114 2023-02-02 eess.IV cs.LG 76%

Segmenting thalamic nuclei from manifold projections of multi-contrast MRI

Chang Yan, Muhan Shao, Zhangxing Bian, Anqi Feng, Yuan Xue, Jiachen Zhuo, Rao P. Gullapalli, Aaron Carass, Jerry L. Prince

专题命中医学影像：MRI(title)；分类 cs.LG、eess.IV

Comments 8 pages, 3 figures, 2023 SPIE-MI Image Processing

2301.01355 2023-01-05 eess.IV cs.CV 76%

Holistic Multi-Slice Framework for Dynamic Simultaneous Multi-Slice MRI Reconstruction

Daniel H. Pak, Xiao Chen, Eric Z. Chen, Yikang Liu, Terrence Chen, Shanhui Sun

专题命中医学影像：MRI(title)；分类 cs.CV、eess.IV

2212.12264 2022-12-26 eess.IV cs.CV 76%

Collective Intelligent Strategy for Improved Segmentation of COVID-19 from CT

Surochita Pal Das, Sushmita Mitra, B. Uma Shankar

专题命中医学影像：CT(title)；分类 cs.CV、eess.IV

2211.12786 2022-11-24 eess.IV cs.CV 76%

Nonlinear Equivariant Imaging: Learning Multi-Parametric Tissue Mapping without Ground Truth for Compressive Quantitative MRI

Ketan Fatania, Kwai Y. Chau, Carolin M. Pirkl, Marion I. Menzel, Peter Hall, Mohammad Golbabaee

专题命中医学影像：MRI(title)；分类 cs.CV、eess.IV

2211.12340 2022-11-23 eess.IV cs.CV 76%

DOLCE: A Model-Based Probabilistic Diffusion Framework for Limited-Angle CT Reconstruction

Jiaming Liu, Rushil Anirudh, Jayaraman J. Thiagarajan, Stewart He, K. Aditya Mohan, Ulugbek S. Kamilov, Hyojin Kim

专题命中医学影像：CT(title)；分类 cs.CV、eess.IV

Comments 29 pages, 21 figures

2211.06146 2022-11-23 eess.IV cs.CV 76%

An unobtrusive quality supervision approach for medical image annotation

Sonja Kunzmann, Mathias Öttl, Prathmesh Madhu, Felix Denzinger, Andreas Maier

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

Comments 4 pages, 4 figures

2211.06247 2022-11-14 eess.IV cs.CV 76%

Joint Deep Learning for Improved Myocardial Scar Detection from Cardiac MRI

Jiarui Xing, Shuo Wang, Kenneth C. Bilchick, Amit R. Patel, Miaomiao Zhang

专题命中医学影像：MRI(title)；分类 cs.CV、eess.IV

2211.05241 2022-11-11 eess.IV cs.CV 76%

Reproducibility in medical image radiomic studies: contribution of dynamic histogram binning

Darryl E. Wright, Cole Cook, Jason Klug, Panagiotis Korfiatis, Timothy L. Kline

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

Comments 5 pages, 1 figure, 2 tables

2210.15949 2022-10-31 eess.IV cs.CV 76%

IB-U-Nets: Improving medical image segmentation tasks with 3D Inductive Biased kernels

Shrajan Bhandary, Zahra Babaiee, Dejan Kostyszyn, Tobias Fechter, Constantinos Zamboglou, Anca-Ligia Grosu, Radu Grosu

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

Comments 11 pages, 4 figures

1. 医学影像 22768 篇

Unsupervised Anomaly Detection in Medical Images with a Memory-augmented Multi-level Cross-attentional Masked Autoencoder

Classification of White Blood Cells Using Machine and Deep Learning Models: A Systematic Review

Learning Apparent Diffusion Coefficient Maps from Accelerated Radial k-Space Diffusion-Weighted MRI in Mice using a Deep CNN-Transformer Model

Transforming Breast Cancer Diagnosis: Towards Real-Time Ultrasound to Mammogram Conversion for Cost-Effective Diagnosis

cOOpD: Reformulating COPD classification on chest CT scans as anomaly detection using contrastive representations

Identification of Hemorrhage and Infarct Lesions on Brain CT Images using Deep Learning

Fourier-Net+: Leveraging Band-Limited Representation for Efficient 3D Medical Image Registration

The Role of Subgroup Separability in Group-Fair Medical Image Classification

Investigating Data Memorization in 3D Latent Diffusion Models for Medical Image Synthesis

Semantic Segmentation of Porosity in 4D Spatio-Temporal X-ray μCT of Titanium Coated Ni wires using Deep Learning

Prior-knowledge-informed deep learning for lacune detection and quantification using multi-site brain MRI

Skin Lesion Diagnosis Using Convolutional Neural Networks

Are we using appropriate segmentation metrics? Identifying correlates of human expert perception for CNN training beyond rolling the DICE coefficient

DCELANM-Net:Medical Image Segmentation based on Dual Channel Efficient Layer Aggregation Network with Learner

Generalizable Deep Learning Method for Suppressing Unseen and Multiple MRI Artifacts Using Meta-learning

Deep Factor Model: A Novel Approach for Motion Compensated Multi-Dimensional MRI

Fair Federated Medical Image Segmentation via Client Contribution Estimation

Optimizing Federated Learning for Medical Image Classification on Distributed Non-iid Datasets with Partial Labels

Detection of the Arterial Input Function Using DSC-MRI Data

Non-pooling Network for medical image segmentation

An Educated Warm Start For Deep Image Prior-Based Micro CT Reconstruction

Segmenting thalamic nuclei from manifold projections of multi-contrast MRI

Holistic Multi-Slice Framework for Dynamic Simultaneous Multi-Slice MRI Reconstruction

Collective Intelligent Strategy for Improved Segmentation of COVID-19 from CT

Nonlinear Equivariant Imaging: Learning Multi-Parametric Tissue Mapping without Ground Truth for Compressive Quantitative MRI

DOLCE: A Model-Based Probabilistic Diffusion Framework for Limited-Angle CT Reconstruction

An unobtrusive quality supervision approach for medical image annotation

Joint Deep Learning for Improved Myocardial Scar Detection from Cardiac MRI

Reproducibility in medical image radiomic studies: contribution of dynamic histogram binning

IB-U-Nets: Improving medical image segmentation tasks with 3D Inductive Biased kernels