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Medical Image Analysis, Volume 86
Volume 86, May 2023
- Ziyu Li
, Qiuyun Fan, Berkin Bilgic
Diffusion MRI data analysis assisted by deep learning synthesized anatomical images (DeepAnat). 102744 - Tobias Roß
Beyond rankings: Learning (more) from algorithm validation. 102765 - Lei Xie
CNTSeg: A multimodal deep-learning-based network for cranial nerves tract segmentation. 102766 - Marco Pizzolato
Axial and radial axonal diffusivities and radii from single encoding strongly diffusion-weighted MRI. 102767 - Mihael Cudic
Unpaired mesh-to-image translation for 3D fluorescent microscopy images of neurons. 102768 - Martin Wagner
Comparative validation of machine learning algorithms for surgical workflow and skill analysis with the HeiChole benchmark. 102770 - Weiyi Xie
Dense regression activation maps for lesion segmentation in CT scans of COVID-19 patients. 102771 - Yuhan Zhang
Triplet attention and dual-pool contrastive learning for clinic-driven multi-label medical image classification. 102772 - Tewodros Weldebirhan Arega
Automatic uncertainty-based quality controlled T1 mapping and ECV analysis from native and post-contrast cardiac T1 mapping images using Bayesian vision transformer. 102773 - Jiaqi Qu, Xunbin Wei, Xiaohua Qian
Generalized pancreatic cancer diagnosis via multiple instance learning and anatomically-guided shape normalization. 102774 - Ziteng Liu
Surface deformation tracking in monocular laparoscopic video. 102775 - Lei Zhao
SpineRegNet: Spine Registration Network for volumetric MR and CT image by the joint estimation of an affine-elastic deformation field. 102786 - Yu Fu
AIGAN: Attention-encoding Integrated Generative Adversarial Network for the reconstruction of low-dose CT and low-dose PET images. 102787 - Tianshu Zheng, Guohui Yan, Haotian Li, Weihao Zheng
A microstructure estimation Transformer inspired by sparse representation for diffusion MRI. 102788 - Benjamin Billot
SynthSeg: Segmentation of brain MRI scans of any contrast and resolution without retraining. 102789 - Ruoyu Guo, Kunzi Xie
SAC-Net: Learning with weak and noisy labels in histopathology image segmentation. 102790 - Kailu Li, Ziniu Qian, Yingnan Han, Eric I-Chao Chang
Weakly supervised histopathology image segmentation with self-attention. 102791 - Yu Cai
Dual-distribution discrepancy with self-supervised refinement for anomaly detection in medical images. 102794 - Tianyu Ma, Alan Q. Wang
Hyper-convolutions via implicit kernels for medical image analysis. 102796 - Fares Bougourzi
PDAtt-Unet: Pyramid Dual-Decoder Attention Unet for Covid-19 infection segmentation from CT-scans. 102797 - Shuxin Yang, Xian Wu
Radiology report generation with a learned knowledge base and multi-modal alignment. 102798 - Nima Ebadi
CBCT-guided adaptive radiotherapy using self-supervised sequential domain adaptation with uncertainty estimation. 102800 - Taiping Qu
Transformer guided progressive fusion network for 3D pancreas and pancreatic mass segmentation. 102801 - Chinedu Innocent Nwoye
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition. 102803
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