医学 AI

Joint Non-Linear MRI Inversion with Diffusion Priors

Moritz Erlacher, Martin Zach

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

Competitive Ensembling Teacher-Student Framework for Semi-Supervised Left Atrium MRI Segmentation

Yuyan Shi, Yichi Zhang, Shasha Wang

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

Comments Accepeted for BIBM 2023

Generalizing Deep Learning MRI Reconstruction across Different Domains

Cheng Ouyang, Jo Schlemper, Carlo Biffi, Gavin Seegoolam, Jose Caballero, Anthony N. Price, Joseph V. Hajnal, Daniel Rueckert

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

Comments Accepted for ISBI2019 as a 1-page abstract

Improving VTE Identification through Adaptive NLP Model Selection and Clinical Expert Rule-based Classifier from Radiology Reports

Jamie Deng, Yusen Wu, Hilary Hayssen, Brain Englum, Aman Kankaria, Minerva Mayorga-Carlin, Shalini Sahoo, John Sorkin, Brajesh Lal, Yelena Yesha, Phuong Nguyen

专题命中 医学影像 ：radiology(title,abstract)；分类 cs.LG

Journal ref 2023 International Conference on Bioinformatics and Biomedicine (BIBM)

Multi Task Consistency Guided Source-Free Test-Time Domain Adaptation Medical Image Segmentation

Yanyu Ye, Zhenxi Zhang, Wei Wei, Chunna Tian

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

Comments 31 pages,7 figures

Discrepancy Matters: Learning from Inconsistent Decoder Features for Consistent Semi-supervised Medical Image Segmentation

Qingjie Zeng, Yutong Xie, Zilin Lu, Mengkang Lu, Yong Xia

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

Deep-Learning-based Fast and Accurate 3D CT Deformable Image Registration in Lung Cancer

Yuzhen Ding, Hongying Feng, Yunze Yang, Jason Holmes, Zhengliang Liu, David Liu, William W. Wong, Nathan Y. Yu, Terence T. Sio, Steven E. Schild, Baoxin Li, Wei Liu

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

Comments 9 figures

MRI brain tumor segmentation using informative feature vectors and kernel dictionary learning

Seyedeh Mahya Mousavi, Mohammad Mostafavi

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

Iterative Clustering Material Decomposition Aided by Empirical Spectral Correction for High-Resolution Photon-Counting Detectors in Micro-CT

Juan C. R. Luna, Mini Das

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

Comments 14 pages, 13 figures

Customized Segment Anything Model for Medical Image Segmentation

Kaidong Zhang, Dong Liu

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

Comments Technical report, 14 pages

Physics-Aware Motion Simulation for T2*-Weighted Brain MRI

Hannah Eichhorn, Kerstin Hammernik, Veronika Spieker, Samira M. Epp, Daniel Rueckert, Christine Preibisch, Julia A. Schnabel

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

Comments Submitted to SASHIMI: Simulation and Synthesis in Medical Imaging Workshop, associated with MICCAI 2023

Plug-and-Play Feature Generation for Few-Shot Medical Image Classification

Qianyu Guo, Huifang Du, Xing Jia, Shuyong Gao, Yan Teng, Haofen Wang, Wenqiang Zhang

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

Comments 8 pages,5 figures, Accepted to BIBM2023

Consistency Regularization Improves Placenta Segmentation in Fetal EPI MRI Time Series

Yingcheng Liu, Neerav Karani, Neel Dey, S. Mazdak Abulnaga, Junshen Xu, P. Ellen Grant, Esra Abaci Turk, Polina Golland

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

Model-driven CT reconstruction algorithm for nano-resolution X-ray phase contrast imaging

Xuebao Cai, Yuhang Tan, Ting Su, Dong Liang, Hairong Zheng, Jinyou Xu, Peiping Zhu, Yongshuai Ge

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

Volumetric Medical Image Segmentation via Scribble Annotations and Shape Priors

Qiuhui Chen, Haiying Lyu, Xinyue Hu, Yong Lu, Yi Hong

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

Comments arXiv admin note: text overlap with arXiv:2205.06779

On Scale Space Radon Transform, Properties and Application in CT Image Reconstruction

Nafaa Nacereddine, Djemel Ziou, Aicha Baya Goumeidane

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

Utilizing Longitudinal Chest X-Rays and Reports to Pre-Fill Radiology Reports

Qingqing Zhu, Tejas Sudharshan Mathai, Pritam Mukherjee, Yifan Peng, Ronald M. Summers, Zhiyong Lu

专题命中 医学影像 ：radiology(title,abstract)；分类 cs.LG

RCPS: Rectified Contrastive Pseudo Supervision for Semi-Supervised Medical Image Segmentation

Xiangyu Zhao, Zengxin Qi, Sheng Wang, Qian Wang, Xuehai Wu, Ying Mao, Lichi Zhang

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

DeformUX-Net: Exploring a 3D Foundation Backbone for Medical Image Segmentation with Depthwise Deformable Convolution

Ho Hin Lee, Quan Liu, Qi Yang, Xin Yu, Shunxing Bao, Yuankai Huo, Bennett A. Landman

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

Comments 14 pages, the source code with our pre-trained model is available at this https://github.com/MASILab/deform-uxnet

BerDiff: Conditional Bernoulli Diffusion Model for Medical Image Segmentation

Tao Chen, Chenhui Wang, Hongming Shan

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

Comments 14 pages, 7 figures

Journal ref MICCAI 2023

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

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

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

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

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

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

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

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

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

$\mathrm{SAM^{Med}}$: 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