医学 AI

Constrained Ellipse Fitting for Efficient Parameter Mapping with Phase-cycled bSSFP MRI

Kübra Keskin, Uğur Yılmaz, Tolga Çukur

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

Comments Citation Information: DOI 10.1109/TMI.2021.3102852, IEEE Transactions on Medical Imaging

DAN-Net: Dual-Domain Adaptive-Scaling Non-local Network for CT Metal Artifact Reduction

Tao Wang, Wenjun Xia, Yongqiang Huang, Huaiqiang Sun, Yan Liu, Hu Chen, Jiliu Zhou, Yi Zhang

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

Comments 29 pages, 11 figures

Efficiency analysis for quantitative MRI of T1 and T2 relaxometry methods

David Leitão, Rui Pedro A. G. Teixeira, Anthony Price, Alena Uus, Joseph V. Hajnal, Shaihan J. Malik

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

Comments Submitted to Physics in Medicine and Biology

Evaluation of distortion correction methods in diffusion MRI of the spinal cord

Haykel Snoussi, Julien Cohen-Adad, Olivier Commowick, Benoit Combes, Elise Bannier, Soizic Leguy, Anne Kerbrat, Christian Barillot, Emmanuel Caruyer

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

PSGR: Pixel-wise Sparse Graph Reasoning for COVID-19 Pneumonia Segmentation in CT Images

Haozhe Jia, Haoteng Tang, Guixiang Ma, Weidong Cai, Heng Huang, Liang Zhan, Yong Xia

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

Medical image segmentation with imperfect 3D bounding boxes

Ekaterina Redekop, Alexey Chernyavskiy

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

Comments Accepted for MICCAI-2021 DALI Workshop

Contrastive Semi-Supervised Learning for 2D Medical Image Segmentation

Prashant Pandey, Ajey Pai, Nisarg Bhatt, Prasenjit Das, Govind Makharia, Prathosh AP, Mausam

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

Comments The paper is withdrawn due to a bug in experimental protocol that renders its experimental results and observations invalid. All expts were conducted by the student authors. The roles of senior authors (Prasenjit Das, Govind Makharia, Prathosh, and Mausam) were in defining the problem statement, discussions of potential solutions and framing of the paper and not in performing experiments

Synergistic Multi-spectral CT Reconstruction with Directional Total Variation

Evelyn Cueva, Alexander Meaney, Samuli Siltanen, Matthias J. Ehrhardt

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

Comments 17 pages, 17 figures

BezierSeg: Parametric Shape Representation for Fast Object Segmentation in Medical Images

Haichou Chen, Yishu Deng, Bin Li, Zeqin Li, Haohua Chen, Bingzhong Jing, Chaofeng Li

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

Superpixel-guided Iterative Learning from Noisy Labels for Medical Image Segmentation

Shuailin Li, Zhitong Gao, Xuming He

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

Comments To appear in MICCAI 2021

Cats, not CAT scans: a study of dataset similarity in transfer learning for 2D medical image classification

Irma van den Brandt, Floris Fok, Bas Mulders, Joaquin Vanschoren, Veronika Cheplygina

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

Hierarchical Self-Supervised Learning for Medical Image Segmentation Based on Multi-Domain Data Aggregation

Hao Zheng, Jun Han, Hongxiao Wang, Lin Yang, Zhuo Zhao, Chaoli Wang, Danny Z. Chen

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

Comments Accepted to MICCAI 2021

TransFuse: Fusing Transformers and CNNs for Medical Image Segmentation

Yundong Zhang, Huiye Liu, Qiang Hu

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

Comments Accepted by MICCAI 2021

Categorical Relation-Preserving Contrastive Knowledge Distillation for Medical Image Classification

Xiaohan Xing, Yuenan Hou, Hang Li, Yixuan Yuan, Hongsheng Li, Max Q. -H. Meng

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

Medical Transformer: Gated Axial-Attention for Medical Image Segmentation

Jeya Maria Jose Valanarasu, Poojan Oza, Ilker Hacihaliloglu, Vishal M. Patel

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

Comments Accepted at MICCAI 2021

Learning to Predict Error for MRI Reconstruction

Shi Hu, Nicola Pezzotti, Max Welling

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

Comments Accepted to MICCAI 2021

Alternating direction method of multipliers applied to medical image restoration

Kenya Murase

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

Parallel Medical Imaging for Intelligent Medical Image Analysis: Concepts, Methods, and Applications

Chao Gou, Tianyu Shen, Wenbo Zheng, Huadan Xue, Hui Yu, Qiang Ji, Zhengyu Jin, Fei-Yue Wang

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

Distilling effective supervision for robust medical image segmentation with noisy labels

Jialin Shi, Ji Wu

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

Comments Accepted to MICCAI 2021

Multi-scale Neural ODEs for 3D Medical Image Registration

Junshen Xu, Eric Z. Chen, Xiao Chen, Terrence Chen, Shanhui Sun

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

Trilateral Attention Network for Real-time Medical Image Segmentation

Ghada Zamzmi, Vandana Sachdev, Sameer Antani

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

Federated Semi-supervised Medical Image Classification via Inter-client Relation Matching

Quande Liu, Hongzheng Yang, Qi Dou, Pheng-Ann Heng

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

Comments Accepted to MICCAI 2021

CNN-based Lung CT Registration with Multiple Anatomical Constraints

Alessa Hering, Stephanie Häger, Jan Moltz, Nikolas Lessmann, Stefan Heldmann, Bram van Ginneken

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

DS-TransUNet:Dual Swin Transformer U-Net for Medical Image Segmentation

Ailiang Lin, Bingzhi Chen, Jiayu Xu, Zheng Zhang, Guangming Lu

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

Unsupervised Medical Image Alignment with Curriculum Learning

Mihail Burduja, Radu Tudor Ionescu

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

Comments Accepted at ICIP 2021

Learning the sampling density in 2D SPARKLING MRI acquisition for optimized image reconstruction

Chaithya G R, Zaccharie Ramzi, Philippe Ciuciu

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

Augmented Networks for Faster Brain Metastases Detection in T1-Weighted Contrast-Enhanced 3D MRI

Engin Dikici, Xuan V. Nguyen, Matthew Bigelow, Luciano M. Prevedello

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

Joint Design of RF and gradient waveforms via auto-differentiation for 3D tailored excitation in MRI

Tianrui Luo, Douglas C. Noll, Jeffrey A. Fessler, Jon-Fredrik Nielsen

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

Active Sampling for Accelerated MRI with Low-Rank Tensors

Zichang He, Bo Zhao, Zheng Zhang

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

Comments 5 pages

An interpretable object detection based model for the diagnosis of neonatal lung diseases using Ultrasound images

Rodina Bassiouny, Adel Mohamed, Karthi Umapathy, Naimul Khan

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

Comments 7 pages, 8 figures, 4 tables, full paper has been submitted to the 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (EMBC 2021) at the Expo Guadalajara, Mexico, on Oct 31 - Nov 4, 2021