医学 AI

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

Fibroglandular Tissue Segmentation in Breast MRI using Vision Transformers -- A multi-institutional evaluation

Gustav Müller-Franzes, Fritz Müller-Franzes, Luisa Huck, Vanessa Raaff, Eva Kemmer, Firas Khader, Soroosh Tayebi Arasteh, Teresa Nolte, Jakob Nikolas Kather, Sven Nebelung, Christiane Kuhl, Daniel Truhn

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

Journal ref Sci Rep 13, 14207 (2023)

Diffusion Probabilistic Models beat GANs on Medical Images

Gustav Müller-Franzes, Jan Moritz Niehues, Firas Khader, Soroosh Tayebi Arasteh, Christoph Haarburger, Christiane Kuhl, Tianci Wang, Tianyu Han, Sven Nebelung, Jakob Nikolas Kather, Daniel Truhn

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

Journal ref Sci Rep 13, 12098 (2023)

Bi-Modality Medical Image Synthesis Using Semi-Supervised Sequential Generative Adversarial Networks

Xin Yang, Yi Lin, Zhiwei Wang, Xin Li, Kwang-Ting Cheng

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

Unsupervised Anomaly Detection in Medical Images Using Masked Diffusion Model

Hasan Iqbal, Umar Khalid, Jing Hua, Chen Chen

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

Comments Accepted in MICCAI 2023 Workshops

High-risk Factor Prediction in Lung Cancer Using Thin CT Scans: An Attention-Enhanced Graph Convolutional Network Approach

Xiaotong Fu, Xiangyu Meng, Jing Zhou, Ying Ji

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

Comments 7 pages, 3 figures, 3 tables

SamDSK: Combining Segment Anything Model with Domain-Specific Knowledge for Semi-Supervised Learning in Medical Image Segmentation

Yizhe Zhang, Tao Zhou, Shuo Wang, Ye Wu, Pengfei Gu, Danny Z. Chen

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

Comments 15 pages, 7 figures, Github: https://github.com/yizhezhang2000/SamDSK

PE-MED: Prompt Enhancement for Interactive Medical Image Segmentation

Ao Chang, Xing Tao, Xin Yang, Yuhao Huang, Xinrui Zhou, Jiajun Zeng, Ruobing Huang, Dong Ni

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

Comments Accepted by MICCAI MLMI 2023

Inter-Rater Uncertainty Quantification in Medical Image Segmentation via Rater-Specific Bayesian Neural Networks

Qingqiao Hu, Hao Wang, Jing Luo, Yunhao Luo, Zhiheng Zhangg, Jan S. Kirschke, Benedikt Wiestler, Bjoern Menze, Jianguo Zhang, Hongwei Bran Li

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

Comments submitted to a journal for review

InverseSR: 3D Brain MRI Super-Resolution Using a Latent Diffusion Model

Jueqi Wang, Jacob Levman, Walter Hugo Lopez Pinaya, Petru-Daniel Tudosiu, M. Jorge Cardoso, Razvan Marinescu

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

Comments Early Accepted to MICCAI 2023 [top 14% of Submissions]

Augmenting medical image classifiers with synthetic data from latent diffusion models

Luke W. Sagers, James A. Diao, Luke Melas-Kyriazi, Matthew Groh, Pranav Rajpurkar, Adewole S. Adamson, Veronica Rotemberg, Roxana Daneshjou, Arjun K. Manrai

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

HNAS-reg: hierarchical neural architecture search for deformable medical image registration

Jiong Wu, Yong Fan

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

Automated Olfactory Bulb Segmentation on High Resolutional T2-Weighted MRI

Santiago Estrada, Ran Lu, Kersten Diers, Weiyi Zeng, Philipp Ehses, Tony Stöcker, Monique M. B Breteler, Martin Reuter

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

DISGAN: Wavelet-informed Discriminator Guides GAN to MRI Super-resolution with Noise Cleaning

Qi Wang, Lucas Mahler, Julius Steiglechner, Florian Birk, Klaus Scheffler, Gabriele Lohmann

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

Comments 10 pages, 9 figures

Rethinking Data Perturbation and Model Stabilization for Semi-supervised Medical Image Segmentation

Zhen Zhao, Ye Liu, Meng Zhao, Di Yin, Yixuan Yuan, Luping Zhou

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

Comments Code and logs are available at https://github.com/ZhenZHAO/DPMS

Federated Pseudo Modality Generation for Incomplete Multi-Modal MRI Reconstruction

Yunlu Yan, Chun-Mei Feng, Yuexiang Li, Rick Siow Mong Goh, Lei Zhu

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

Comments 10 pages, 5 figures,

Automated Identification of Failure Cases in Organ at Risk Segmentation Using Distance Metrics: A Study on CT Data

Amin Honarmandi Shandiz, Attila Rádics, Rajesh Tamada, Makk Árpád, Karolina Glowacka, Lehel Ferenczi, Sandeep Dutta, Michael Fanariotis

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

Comments 11 pages, 5 figures, 2 tables

Enhancing Medical Image Segmentation: Optimizing Cross-Entropy Weights and Post-Processing with Autoencoders

Pranav Singh, Luoyao Chen, Mei Chen, Jinqian Pan, Raviteja Chukkapalli, Shravan Chaudhari, Jacopo Cirrone

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

Comments Accepted at ICCV CVAMD 2023

Learning to Distill Global Representation for Sparse-View CT

Zilong Li, Chenglong Ma, Jie Chen, Junping Zhang, Hongming Shan

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

Comments ICCV 2023

Uncertainty-based quality assurance of carotid artery wall segmentation in black-blood MRI

Elina Thibeau-Sutre, Dieuwertje Alblas, Sophie Buurman, Christoph Brune, Jelmer M. Wolterink

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