医学 AI - arXivDaily 专题

2310.00296 2023-10-03 cs.CV 79%

QUIZ: An Arbitrary Volumetric Point Matching Method for Medical Image Registration

Lin Liu, Xinxin Fan, Haoyang Liu, Chulong Zhang, Weibin Kong, Jingjing Dai, Yuming Jiang, Yaoqin Xie, Xiaokun Liang

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

2210.10956 2023-10-02 cs.CV 79%

Non-Iterative Scribble-Supervised Learning with Pacing Pseudo-Masks for Medical Image Segmentation

Zefan Yang, Di Lin, Dong Ni, Yi Wang

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

Comments 12 pages, 8 figures

2309.13397 2023-09-29 eess.IV 79%

Direct Iterative Reconstruction of Multiple Basis Material Images in Photon-counting Spectral CT

Obaidullah Rahman, Ken Sauer, Connor Evans, Ryan Roeder

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

2309.15081 2023-09-27 eess.IV 79%

Challenges of building medical image datasets for development of deep learning software in stroke

Alessandro Fontanella, Wenwen Li, Grant Mair, Antreas Antoniou, Eleanor Platt, Chloe Martin, Paul Armitage, Emanuele Trucco, Joanna Wardlaw, Amos Storkey

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

Comments 9 pages, 5 figures

2309.15053 2023-09-27 eess.IV 79%

Thalamic nuclei segmentation from T$_1$-weighted MRI: unifying and benchmarking state-of-the-art methods with young and old cohorts

Brendan Williams, Dan Nguyen, Julie Vidal, Alzheimer's Disease Neuroimaging Initiative, Manojkumar Saranathan

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

Comments 10 figures, 4 tables, 3 supplemental figures, 2 supplemental tables

2309.14367 2023-09-27 eess.IV 79%

Design of Novel Loss Functions for Deep Learning in X-ray CT

Obaidullah Rahman, Ken D. Sauer, Madhuri Nagare, Charles A. Bouman, Roman Melnyk, Jie Tang, Brian Nett

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

2309.13671 2023-09-26 cs.CV 79%

OneSeg: Self-learning and One-shot Learning based Single-slice Annotation for 3D Medical Image Segmentation

Yixuan Wu, Bo Zheng, Jintai Chen, Danny Z. Chen, Jian Wu

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

2109.06023 2023-09-26 eess.IV 79%

Challenging Current Semi-Supervised Anomaly Segmentation Methods for Brain MRI

Felix Meissen, Georgios Kaissis, Daniel Rueckert

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

Comments 10 pages, 4 figures, accepted to the MICCAI 2021 BrainLes Workshop

2309.11172 2023-09-21 cs.CV 79%

Partition-A-Medical-Image: Extracting Multiple Representative Sub-regions for Few-shot Medical Image Segmentation

Yazhou Zhu, Shidong Wang, Tong Xin, Zheng Zhang, Haofeng Zhang

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

2307.05617 2023-09-20 cs.CV 79%

$\mathrm{SAM^{Med}}$: A medical image annotation framework based on large vision model

Chenglong Wang, Dexuan Li, Sucheng Wang, Chengxiu Zhang, Yida Wang, Yun Liu, Guang Yang

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

2309.08888 2023-09-19 cs.CV cs.AI 79%

GCL: Gradient-Guided Contrastive Learning for Medical Image Segmentation with Multi-Perspective Meta Labels

Yixuan Wu, Jintai Chen, Jiahuan Yan, Yiheng Zhu, Danny Z. Chen, Jian Wu

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

2306.03878 2023-09-19 cs.CV 79%

Conditional Diffusion Models for Weakly Supervised Medical Image Segmentation

Xinrong Hu, Yu-Jen Chen, Tsung-Yi Ho, Yiyu Shi

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

Comments MICCAI 2023

1804.10704 2023-09-19 cs.CV 79%

Extracting Lungs from CT Images using Fully Convolutional Networks

Jeovane Honório Alves, Pedro Martins Moreira Neto, Lucas Ferrari de Oliveira

专题命中医学影像：CT(title,abstract)；分类 cs.CV

Comments Accepted for presentation at the International Joint Conference on Neural Networks (IJCNN) 2018

2309.05914 2023-09-13 cs.CV 79%

Medical Image Segmentation with Belief Function Theory and Deep Learning

Ling Huang

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

Comments Ph.D. Thesis

2309.04825 2023-09-12 cs.CV 79%

Few-Shot Medical Image Segmentation via a Region-enhanced Prototypical Transformer

Yazhou Zhu, Shidong Wang, Tong Xin, Haofeng Zhang

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

Comments Accepted by MICCAI

2207.02448 2023-09-12 quant-ph eess.IV 79%

Highly accurate quantum optimization algorithm for CT image reconstructions based on sinogram patterns

Kyungtaek Jun

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

Comments 16 Pages, 5 figures, 1 Table

Journal ref Sci Rep 13, 14407 (2023)

2304.05163 2023-09-08 cs.CV 79%

Self-supervision for medical image classification: state-of-the-art performance with ~100 labeled training samples per class

Maximilian Nielsen, Laura Wenderoth, Thilo Sentker, René Werner

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

Journal ref Bioengineering (Basel). 2023;10(8):895

2309.02562 2023-09-07 cs.CV cs.AI 79%

Recurrence-Free Survival Prediction for Anal Squamous Cell Carcinoma Chemoradiotherapy using Planning CT-based Radiomics Model

Shanshan Tang, Kai Wang, David Hein, Gloria Lin, Nina N. Sanford, Jing Wang

专题命中医学影像：CT(title,abstract)；分类 cs.CV

2309.01611 2023-09-06 cs.CV 79%

Segmentation of 3D pore space from CT images using curvilinear skeleton: application to numerical simulation of microbial decomposition

Olivier Monga, Zakaria Belghali, Mouad Klai, Lucie Druoton, Dominique Michelucci, Valerie Pot

专题命中医学影像：CT(title,abstract)；分类 cs.CV

Comments preprint, submitted to Computers & Geosciences 2023

2309.01210 2023-09-06 eess.IV physics.data-an 79%

Breast MRI radiomics and machine learning radiomics-based predictions of response to neoadjuvant chemotherapy -- how are they affected by variations in tumour delineation?

Sepideh Hatamikia, Geevarghese George, Florian Schwarzhans, Amirreza Mahbod, Ramona Woitek

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

2309.00783 2023-09-06 cs.LG 79%

Diffusion Modeling with Domain-conditioned Prior Guidance for Accelerated MRI and qMRI Reconstruction

Wanyu Bian, Albert Jang, Fang Liu

专题命中医学影像：MRI(title,abstract)；分类 cs.LG

2309.00121 2023-09-04 cs.CV 79%

Beyond Self-Attention: Deformable Large Kernel Attention for Medical Image Segmentation

Reza Azad, Leon Niggemeier, Michael Huttemann, Amirhossein Kazerouni, Ehsan Khodapanah Aghdam, Yury Velichko, Ulas Bagci, Dorit Merhof

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

2308.14437 2023-08-29 cs.CV cs.AI 79%

Data-iterative Optimization Score Model for Stable Ultra-Sparse-View CT Reconstruction

Weiwen Wu, Yanyang Wang

专题命中医学影像：CT(title,abstract)；分类 cs.CV

Comments 11 pages, 12 figures

2308.14312 2023-08-29 cs.CV 79%

Local-Global Pseudo-label Correction for Source-free Domain Adaptive Medical Image Segmentation

Yanyu Ye, Zhengxi Zhang, Chunna Tianb, Wei wei

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

Comments 30 pages,7 figures

2308.14145 2023-08-29 eess.IV 79%

Enhancement of the Prefiltered Rotationally Invariant Non-local PCA Algorithm for MRI

Shiao Li

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

2210.02625 2023-08-29 eess.IV 79%

LungViT: Ensembling Cascade of Texture Sensitive Hierarchical Vision Transformers for Cross-Volume Chest CT Image-to-Image Translation

Muhammad F. A. Chaudhary, Sarah E. Gerard, Gary E. Christensen, Christopher B. Cooper, Joyce D. Schroeder, Eric A. Hoffman, Joseph M. Reinhardt

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

Comments 17 pages, 12 figures, 6 Tables

2308.13373 2023-08-28 cs.CV stat.ML 79%

Enhanced Mortality Prediction In Patients With Subarachnoid Haemorrhage Using A Deep Learning Model Based On The Initial CT Scan

Sergio Garcia-Garcia, Santiago Cepeda, Dominik Muller, Alejandra Mosteiro, Ramon Torne, Silvia Agudo, Natalia de la Torre, Ignacio Arrese, Rosario Sarabia

专题命中医学影像：CT(title,abstract)；分类 cs.CV

2308.12495 2023-08-25 cs.CV cs.AI 79%

Source-Free Collaborative Domain Adaptation via Multi-Perspective Feature Enrichment for Functional MRI Analysis

Yuqi Fang, Jinjian Wu, Qianqian Wang, Shijun Qiu, Andrea Bozoki, Huaicheng Yan, Mingxia Liu

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

Comments 12 pages, 5 figures

2306.08913 2023-08-24 cs.CV cs.AI 79%

Advancing Volumetric Medical Image Segmentation via Global-Local Masked Autoencoder

Jia-Xin Zhuang, Luyang Luo, Hao Chen

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

2308.10382 2023-08-22 cs.CV cs.AI 79%

False Negative/Positive Control for SAM on Noisy Medical Images

Xing Yao, Han Liu, Dewei Hu, Daiwei Lu, Ange Lou, Hao Li, Ruining Deng, Gabriel Arenas, Baris Oguz, Nadav Schwartz, Brett C Byram, Ipek Oguz

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

1. 医学影像 22694 篇

QUIZ: An Arbitrary Volumetric Point Matching Method for Medical Image Registration

Non-Iterative Scribble-Supervised Learning with Pacing Pseudo-Masks for Medical Image Segmentation

Direct Iterative Reconstruction of Multiple Basis Material Images in Photon-counting Spectral CT

Challenges of building medical image datasets for development of deep learning software in stroke

Thalamic nuclei segmentation from T$_1$-weighted MRI: unifying and benchmarking state-of-the-art methods with young and old cohorts

Design of Novel Loss Functions for Deep Learning in X-ray CT

OneSeg: Self-learning and One-shot Learning based Single-slice Annotation for 3D Medical Image Segmentation

Challenging Current Semi-Supervised Anomaly Segmentation Methods for Brain MRI

Partition-A-Medical-Image: Extracting Multiple Representative Sub-regions for Few-shot Medical Image Segmentation

$\mathrm{SAM^{Med}}$: A medical image annotation framework based on large vision model

GCL: Gradient-Guided Contrastive Learning for Medical Image Segmentation with Multi-Perspective Meta Labels

Conditional Diffusion Models for Weakly Supervised Medical Image Segmentation

Extracting Lungs from CT Images using Fully Convolutional Networks

Medical Image Segmentation with Belief Function Theory and Deep Learning

Few-Shot Medical Image Segmentation via a Region-enhanced Prototypical Transformer

Highly accurate quantum optimization algorithm for CT image reconstructions based on sinogram patterns

Self-supervision for medical image classification: state-of-the-art performance with ~100 labeled training samples per class

Recurrence-Free Survival Prediction for Anal Squamous Cell Carcinoma Chemoradiotherapy using Planning CT-based Radiomics Model

Segmentation of 3D pore space from CT images using curvilinear skeleton: application to numerical simulation of microbial decomposition

Breast MRI radiomics and machine learning radiomics-based predictions of response to neoadjuvant chemotherapy -- how are they affected by variations in tumour delineation?

Diffusion Modeling with Domain-conditioned Prior Guidance for Accelerated MRI and qMRI Reconstruction

Beyond Self-Attention: Deformable Large Kernel Attention for Medical Image Segmentation

Data-iterative Optimization Score Model for Stable Ultra-Sparse-View CT Reconstruction

Local-Global Pseudo-label Correction for Source-free Domain Adaptive Medical Image Segmentation

Enhancement of the Prefiltered Rotationally Invariant Non-local PCA Algorithm for MRI

LungViT: Ensembling Cascade of Texture Sensitive Hierarchical Vision Transformers for Cross-Volume Chest CT Image-to-Image Translation

Enhanced Mortality Prediction In Patients With Subarachnoid Haemorrhage Using A Deep Learning Model Based On The Initial CT Scan

Source-Free Collaborative Domain Adaptation via Multi-Perspective Feature Enrichment for Functional MRI Analysis

Advancing Volumetric Medical Image Segmentation via Global-Local Masked Autoencoder

False Negative/Positive Control for SAM on Noisy Medical Images