医学 AI

Cross-adversarial local distribution regularization for semi-supervised medical image segmentation

Thanh Nguyen-Duc, Trung Le, Roland Bammer, He Zhao, Jianfei Cai, Dinh Phung

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

Comments MICCAI 2023

ASCON: Anatomy-aware Supervised Contrastive Learning Framework for Low-dose CT Denoising

Zhihao Chen, Qi Gao, Yi Zhang, Hongming Shan

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

Comments MICCAI 2023

Journal ref MICCAI 2023

Unsupervised Polychromatic Neural Representation for CT Metal Artifact Reduction

Qing Wu, Lixuan Chen, Ce Wang, Hongjiang Wei, S. Kevin Zhou, Jingyi Yu, Yuyao Zhang

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

Comments Accepted by NeurIPS 2023

Gradient-Based Geometry Learning for Fan-Beam CT Reconstruction

Mareike Thies, Fabian Wagner, Noah Maul, Lukas Folle, Manuela Meier, Maximilian Rohleder, Linda-Sophie Schneider, Laura Pfaff, Mingxuan Gu, Jonas Utz, Felix Denzinger, Michael Manhart, Andreas Maier

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

Penalized Deep Partially Linear Cox Models with Application to CT Scans of Lung Cancer Patients

Yuming Sun, Jian Kang, Chinmay Haridas, Nicholas R. Mayne, Alexandra L. Potter, Chi-Fu Jeffrey Yang, David C. Christiani, Yi Li

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

Development of a Deep Learning Method to Identify Acute Ischemic Stroke Lesions on Brain CT

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

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

Comments 12 pages, 5 figures

An Investigation Into Race Bias in Random Forest Models Based on Breast DCE-MRI Derived Radiomics Features

Mohamed Huti, Tiarna Lee, Elinor Sawyer, Andrew P. King

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

Comments Accepted for publication at the MICCAI Workshop on Fairness of AI in Medical Imaging (FAIMI) 2023

Automated CT Lung Cancer Screening Workflow using 3D Camera

Brian Teixeira, Vivek Singh, Birgi Tamersoy, Andreas Prokein, Ankur Kapoor

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

Comments Accepted at MICCAI 2023

ssVERDICT: Self-Supervised VERDICT-MRI for Enhanced Prostate Tumour Characterisation

Snigdha Sen, Saurabh Singh, Hayley Pye, Caroline M. Moore, Hayley Whitaker, Shonit Punwani, David Atkinson, Eleftheria Panagiotaki, Paddy J. Slator

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

Comments 12 pages, 5 figures. Submitted to Magnetic Resonance in Medicine

Swin Deformable Attention Hybrid U-Net for Medical Image Segmentation

Lichao Wang, Jiahao Huang, Xiaodan Xing, Guang Yang

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

Comments 10 pages, 5 figures, accepted by SIPAIM2023

Speech Audio Synthesis from Tagged MRI and Non-Negative Matrix Factorization via Plastic Transformer

Xiaofeng Liu, Fangxu Xing, Maureen Stone, Jiachen Zhuo, Sidney Fels, Jerry L. Prince, Georges El Fakhri, Jonghye Woo

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

Comments MICCAI 2023 (Oral presentation)

Fill the K-Space and Refine the Image: Prompting for Dynamic and Multi-Contrast MRI Reconstruction

Bingyu Xin, Meng Ye, Leon Axel, Dimitris N. Metaxas

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

Comments STACOM 2023; Code is available at https://github.com/hellopipu/PromptMR

Matrix Completion-Informed Deep Unfolded Equilibrium Models for Self-Supervised k-Space Interpolation in MRI

Chen Luo, Huayu Wang, Taofeng Xie, Qiyu Jin, Guoqing Chen, Zhuo-Xu Cui, Dong Liang

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

A mirror-Unet architecture for PET/CT lesion segmentation

Yamila Rotstein Habarnau, Mauro Namías

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

Improved Multi-Shot Diffusion-Weighted MRI with Zero-Shot Self-Supervised Learning Reconstruction

Jaejin Cho, Yohan Jun, Xiaoqing Wang, Caique Kobayashi, Berkin Bilgic

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

Comments 10 pages, 4 figures

Leveraging multi-view data without annotations for prostate MRI segmentation: A contrastive approach

Tim Nikolass Lindeijer, Tord Martin Ytredal, Trygve Eftestøl, Tobias Nordström, Fredrik Jäderling, Martin Eklund, Alvaro Fernandez-Quilez

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

Comments Under review

Arbitrary Reduction of MRI Inter-slice Spacing Using Hierarchical Feature Conditional Diffusion

Xin Wang, Zhenrong Shen, Zhiyun Song, Sheng Wang, Mengjun Liu, Lichi Zhang, Kai Xuan, Qian Wang

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

Comments new version

A Localization-to-Segmentation Framework for Automatic Tumor Segmentation in Whole-Body PET/CT Images

Linghan Cai, Jianhao Huang, Zihang Zhu, Jinpeng Lu, Yongbing Zhang

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

Comments 7 pages,3 figures

Introducing Shape Prior Module in Diffusion Model for Medical Image Segmentation

Zhiqing Zhang, Guojia Fan, Tianyong Liu, Nan Li, Yuyang Liu, Ziyu Liu, Canwei Dong, Shoujun Zhou

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

ConvFormer: Plug-and-Play CNN-Style Transformers for Improving Medical Image Segmentation

Xian Lin, Zengqiang Yan, Xianbo Deng, Chuansheng Zheng, Li Yu

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

Comments Accepted by MICCAI 2023

RR-CP: Reliable-Region-Based Conformal Prediction for Trustworthy Medical Image Classification

Yizhe Zhang, Shuo Wang, Yejia Zhang, Danny Z. Chen

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

Comments UNSURE2023 (Uncertainty for Safe Utilization of Machine Learning in Medical Imaging) at MICCAI2023; Spotlight

Motion Compensated Unsupervised Deep Learning for 5D MRI

Joseph Kettelkamp, Ludovica Romanin, Davide Piccini, Sarv Priya, Mathews Jacob

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

Comments MICCAI 2023 conference paper

Interpreting and Correcting Medical Image Classification with PIP-Net

Meike Nauta, Johannes H. Hegeman, Jeroen Geerdink, Jörg Schlötterer, Maurice van Keulen, Christin Seifert

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

Comments Accepted to the International Workshop on Explainable and Interpretable Machine Learning (XI-ML), co-located with ECAI 2023

ELIXR: Towards a general purpose X-ray artificial intelligence system through alignment of large language models and radiology vision encoders

Shawn Xu, Lin Yang, Christopher Kelly, Marcin Sieniek, Timo Kohlberger, Martin Ma, Wei-Hung Weng, Atilla Kiraly, Sahar Kazemzadeh, Zakkai Melamed, Jungyeon Park, Patricia Strachan, Yun Liu, Chuck Lau, Preeti Singh, Christina Chen, Mozziyar Etemadi, Sreenivasa Raju Kalidindi, Yossi Matias, Katherine Chou, Greg S. Corrado, Shravya Shetty, Daniel Tse, Shruthi Prabhakara, Daniel Golden, Rory Pilgrim, Krish Eswaran, Andrew Sellergren

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

MS-UNet-v2: Adaptive Denoising Method and Training Strategy for Medical Image Segmentation with Small Training Data

Haoyuan Chen, Yufei Han, Pin Xu, Yanyi Li, Kuan Li, Jianping Yin

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

Kidney abnormality segmentation in thorax-abdomen CT scans

Gabriel Efrain Humpire Mamani, Nikolas Lessmann, Ernst Th. Scholten, Mathias Prokop, Colin Jacobs, Bram van Ginneken

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

INCEPTNET: Precise And Early Disease Detection Application For Medical Images Analyses

Amirhossein Sajedi, Mohammad Javad Fadaeieslam

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

AdLER: Adversarial Training with Label Error Rectification for One-Shot Medical Image Segmentation

Xiangyu Zhao, Sheng Wang, Zhiyun Song, Zhenrong Shen, Linlin Yao, Haolei Yuan, Qian Wang, Lichi Zhang

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

Stage-by-stage Wavelet Optimization Refinement Diffusion Model for Sparse-View CT Reconstruction

Kai Xu, Shiyu Lu, Bin Huang, Weiwen Wu, Qiegen Liu

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

Interactive and Explainable Region-guided Radiology Report Generation

Tim Tanida, Philip Müller, Georgios Kaissis, Daniel Rueckert

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

Comments Accepted at CVPR 2023

Journal ref 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pp. 7433-7442