医学 AI

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

Deepbet: Fast brain extraction of T1-weighted MRI using Convolutional Neural Networks

Lukas Fisch, Stefan Zumdick, Carlotta Barkhau, Daniel Emden, Jan Ernsting, Ramona Leenings, Kelvin Sarink, Nils R. Winter, Benjamin Risse, Udo Dannlowski, Tim Hahn

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

Automated Learning for Deformable Medical Image Registration by Jointly Optimizing Network Architectures and Objective Functions

Xin Fan, Zi Li, Ziyang Li, Xiaolin Wang, Risheng Liu, Zhongxuan Luo, Hao Huang

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

Comments 13 pages

Towards Segment Anything Model (SAM) for Medical Image Segmentation: A Survey

Yichi Zhang, Rushi Jiao

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

On Retrospective k-space Subsampling schemes For Deep MRI Reconstruction

George Yiasemis, Clara I. Sánchez, Jan-Jakob Sonke, Jonas Teuwen

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

Comments 22 pages, 12 figures, 5 tables

Energy-Guided Diffusion Model for CBCT-to-CT Synthesis

Linjie Fu, Xia Li, Xiuding Cai, Dong Miao, Yu Yao, Yali Shen

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

Compressed Sensing MRI Reconstruction Regularized by VAEs with Structured Image Covariance

Margaret Duff, Ivor J. A. Simpson, Matthias J. Ehrhardt, Neill D. F. Campbell

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

Journal ref Phys. Med. Biol. 68 16500 (2023)

Perspective Projection-Based 3D CT Reconstruction from Biplanar X-rays

Daeun Kyung, Kyungmin Jo, Jaegul Choo, Joonseok Lee, Edward Choi

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

An L2-Normalized Spatial Attention Network For Accurate And Fast Classification Of Brain Tumors In 2D T1-Weighted CE-MRI Images

Grace Billingsley, Julia Dietlmeier, Vivek Narayanaswamy, Andreas Spanias, Noel E. OConnor

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

Comments Accepted to be published in: IEEE International Conference on Image Processing (ICIP), Kuala Lumpur October 8-11, 2023

Unsupervised reconstruction of accelerated cardiac cine MRI using Neural Fields

Tabita Catalán, Matías Courdurier, Axel Osses, René Botnar, Francisco Sahli Costabal, Claudia Prieto

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

Towards Unifying Anatomy Segmentation: Automated Generation of a Full-body CT Dataset via Knowledge Aggregation and Anatomical Guidelines

Alexander Jaus, Constantin Seibold, Kelsey Hermann, Alexandra Walter, Kristina Giske, Johannes Haubold, Jens Kleesiek, Rainer Stiefelhagen

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

Comments 18 pages, 8 figures, 2 tables

Recent Progress in Transformer-based Medical Image Analysis

Zhaoshan Liu, Qiujie Lv, Ziduo Yang, Yifan Li, Chau Hung Lee, Lei Shen

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

Comments Computers in Biology and Medicine Accepted