医学 AI

CoreDiff: Contextual Error-Modulated Generalized Diffusion Model for Low-Dose CT Denoising and Generalization

Qi Gao, Zilong Li, Junping Zhang, Yi Zhang, Hongming Shan

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

Comments IEEE Transactions on Medical Imaging, 2023

Journal ref IEEE Transactions on Medical Imaging, 43(2), 2024

Supervision by Denoising for Medical Image Segmentation

Sean I. Young, Adrian V. Dalca, Enzo Ferrante, Polina Golland, Christopher A. Metzler, Bruce Fischl, Juan Eugenio Iglesias

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

Comments To appear in the IEEE Transactions on Pattern Analysis and Machine Intelligence

SCUNet++: Swin-UNet and CNN Bottleneck Hybrid Architecture with Multi-Fusion Dense Skip Connection for Pulmonary Embolism CT Image Segmentation

Yifei Chen, Binfeng Zou, Zhaoxin Guo, Yiyu Huang, Yifan Huang, Feiwei Qin, Qinhai Li, Changmiao Wang

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

Comments 10 pages, 7 figures, accept WACV2024

Journal ref WACV 2024

Narrowing the semantic gaps in U-Net with learnable skip connections: The case of medical image segmentation

Haonan Wang, Peng Cao, Xiaoli Liu, Jinzhu Yang, Osmar Zaiane

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

Texture Matching GAN for CT Image Enhancement

Madhuri Nagare, Gregery T. Buzzard, Charles A. Bouman

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

Comments Submitted to IEEE Transactions on Medical Imaging

ESDMR-Net: A Lightweight Network With Expand-Squeeze and Dual Multiscale Residual Connections for Medical Image Segmentation

Tariq M Khan, Syed S. Naqvi, Erik Meijering

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

SQA-SAM: Segmentation Quality Assessment for Medical Images Utilizing the Segment Anything Model

Yizhe Zhang, Shuo Wang, Tao Zhou, Qi Dou, Danny Z. Chen

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

Comments Work in progress;

Convergent Data-driven Regularizations for CT Reconstruction

Samira Kabri, Alexander Auras, Danilo Riccio, Hartmut Bauermeister, Martin Benning, Michael Moeller, Martin Burger

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

FoPro-KD: Fourier Prompted Effective Knowledge Distillation for Long-Tailed Medical Image Recognition

Marawan Elbatel, Robert Martí, Xiaomeng Li

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

Comments Accepted at IEEE TMI, code is available at https://github.com/xmed-lab/FoPro-KD

Reconstruction of Cortical Surfaces with Spherical Topology from Infant Brain MRI via Recurrent Deformation Learning

Xiaoyang Chen, Junjie Zhao, Siyuan Liu, Sahar Ahmad, Pew-Thian Yap

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

Image Synthesis-based Late Stage Cancer Augmentation and Semi-Supervised Segmentation for MRI Rectal Cancer Staging

Saeko Sasuga, Akira Kudo, Yoshiro Kitamura, Satoshi Iizuka, Edgar Simo-Serra, Atsushi Hamabe, Masayuki Ishii, Ichiro Takemasa

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

Comments 10 pages, 7 figures, Accepted to Data Augmentation, Labeling, and Imperfections (DALI) at MICCAI 2022

Adversarial Medical Image with Hierarchical Feature Hiding

Qingsong Yao, Zecheng He, Yuexiang Li, Yi Lin, Kai Ma, Yefeng Zheng, S. Kevin Zhou

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

Comments Our code is available at \url{https://github.com/qsyao/Hierarchical_Feature_Constraint}. arXiv admin note: text overlap with arXiv:2012.09501

Fast CT anatomic localization algorithm

Amit Oved

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

3D helical CT Reconstruction with a Memory Efficient Learned Primal-Dual Architecture

Jevgenija Rudzusika, Buda Bajić, Thomas Koehler, Ozan Öktem

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

Universal Sampling Denoising (USD) for noise mapping and noise removal of non-Cartesian MRI

Hong-Hsi Lee, Mahesh Bharath Keerthivasan, Gregory Lemberskiy, Jiangyang Zhang, Els Fieremans, Dmitry S Novikov

专题命中 医学影像 ：MRI(title,abstract)；CT(abstract)

Seeing Beyond Cancer: Multi-Institutional Validation of Object Localization and 3D Semantic Segmentation using Deep Learning for Breast MRI

Arda Pekis, Vignesh Kannan, Evandros Kaklamanos, Anu Antony, Snehal Patel, Tyler Earnest

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

Comments 9 pages, 2 figures, to appear in SPIE: Medical Imaging 2024

TD-Net: A Tri-domain network for sparse-view CT reconstruction

Xinyuan Wang, Changqing Su, Bo Xiong

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

High-resolution 3T to 7T MRI Synthesis with a Hybrid CNN-Transformer Model

Zach Eidex, Jing Wang, Mojtaba Safari, Eric Elder, Jacob Wynne, Tonghe Wang, Hui-Kuo Shu, Hui Mao, Xiaofeng Yang

专题命中 医学影像 ：MRI(title,abstract)；diagnosis(abstract)

Deep-learning-based acceleration of MRI for radiotherapy planning of pediatric patients with brain tumors

Shahinur Alam, Jinsoo Uh, Alexander Dresner, Chia-ho Hua, Khaled Khairy

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

IMJENSE: Scan-specific Implicit Representation for Joint Coil Sensitivity and Image Estimation in Parallel MRI

Ruimin Feng, Qing Wu, Jie Feng, Huajun She, Chunlei Liu, Yuyao Zhang, Hongjiang Wei

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

Enhancing Low-dose CT Image Reconstruction by Integrating Supervised and Unsupervised Learning

Ling Chen, Zhishen Huang, Yong Long, Saiprasad Ravishankar

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

Comments submitted to IEEE Transactions on Medical Imaging

Pseudo Label-Guided Data Fusion and Output Consistency for Semi-Supervised Medical Image Segmentation

Tao Wang, Yuanbin Chen, Xinlin Zhang, Yuanbo Zhou, Junlin Lan, Bizhe Bai, Tao Tan, Min Du, Qinquan Gao, Tong Tong

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

Data Consistent Deep Rigid MRI Motion Correction

Nalini M. Singh, Neel Dey, Malte Hoffmann, Bruce Fischl, Elfar Adalsteinsson, Robert Frost, Adrian V. Dalca, Polina Golland

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

Comments Presented at MIDL 2023. 14 pages, 6 figures. Keywords: motion correction, magnetic resonance imaging, deep learning

MD-IQA: Learning Multi-scale Distributed Image Quality Assessment with Semi Supervised Learning for Low Dose CT

Tao Song, Ruizhi Hou, Lisong Dai, Lei Xiang

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

A 3D Conditional Diffusion Model for Image Quality Transfer -- An Application to Low-Field MRI

Seunghoi Kim, Henry F. J. Tregidgo, Ahmed K. Eldaly, Matteo Figini, Daniel C. Alexander

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

Stain Consistency Learning: Handling Stain Variation for Automatic Digital Pathology Segmentation

Michael Yeung, Todd Watts, Sean YW Tan, Pedro F. Ferreira, Andrew D. Scott, Sonia Nielles-Vallespin, Guang Yang

专题命中 医学影像 ：pathology(title,abstract)；分类 cs.CV、cs.LG、eess.IV

Transfer learning from a sparsely annotated dataset of 3D medical images

Gabriel Efrain Humpire-Mamani, Colin Jacobs, Mathias Prokop, Bram van Ginneken, Nikolas Lessmann

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

Spatio-Temporal Similarity Measure based Multi-Task Learning for Predicting Alzheimer's Disease Progression using MRI Data

Xulong Wang, Yu Zhang, Menghui Zhou, Tong Liu, Jun Qi, Po Yang

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

Benefits of mirror weight symmetry for 3D mesh segmentation in biomedical applications

Vladislav Dordiuk, Maksim Dzhigil, Konstantin Ushenin

专题命中 医学影像 ：biomedical(title,abstract)；分类 cs.CV、cs.LG、eess.IV

Comments was sent to IEEE conference

Improving Lesion Segmentation in FDG-18 Whole-Body PET/CT scans using Multilabel approach: AutoPET II challenge

Gowtham Krishnan Murugesan, Diana McCrumb, Eric Brunner, Jithendra Kumar, Rahul Soni, Vasily Grigorash, Stephen Moore, Jeff Van Oss

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

Comments AutoPET II challenge paper