医学 AI

UNETR++: Delving into Efficient and Accurate 3D Medical Image Segmentation

Abdelrahman Shaker, Muhammad Maaz, Hanoona Rasheed, Salman Khan, Ming-Hsuan Yang, Fahad Shahbaz Khan

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

Comments Accepted at IEEE TMI-2024

Towards Cross-Scale Attention and Surface Supervision for Fractured Bone Segmentation in CT

Yu Zhou, Xiahao Zou, Yi Wang

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

Optimization of Dark-Field CT for Lung Imaging

Peiyuan Guo, Simon Spindler, Li Zhang, Zhentian Wang

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

Comments There is a mistake in subsection 2.3, where the content is not correct because of the incorrect parameter we set, which leads to the following calculations in the following sections potentially incorrect

Pyramid Pixel Context Adaption Network for Medical Image Classification with Supervised Contrastive Learning

Xiaoqing Zhang, Zunjie Xiao, Xiao Wu, Yanlin Chen, Jilu Zhao, Yan Hu, Jiang Liu

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

Comments 15 pages

Journal ref TNNLS 2024

Adaptive Bidirectional Displacement for Semi-Supervised Medical Image Segmentation

Hanyang Chi, Jian Pang, Bingfeng Zhang, Weifeng Liu

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

Comments Accepted to CVPR 2024

Test-Time Adaptation with SaLIP: A Cascade of SAM and CLIP for Zero shot Medical Image Segmentation

Sidra Aleem, Fangyijie Wang, Mayug Maniparambil, Eric Arazo, Julia Dietlmeier, Guenole Silvestre, Kathleen Curran, Noel E. O'Connor, Suzanne Little

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

VISION: Toward a Standardized Process for Radiology Image Management at the National Level

Kathryn Knight, Ioana Danciu, Olga Ovchinnikova, Jacob Hinkle, Mayanka Chandra Shekar, Debangshu Mukherjee, Eileen McAllister, Caitlin Rizy, Kelly Cho, Amy C. Justice, Joseph Erdos, Peter Kuzmak, Lauren Costa, Yuk-Lam Ho, Reddy Madipadga, Suzanne Tamang, Ian Goethert

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

Diagonal Hierarchical Consistency Learning for Semi-supervised Medical Image Segmentation

Heejoon Koo

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

Comments Accepted to IEEE EMBC 2024 (46th Annual International Conference of the IEEE Engineering in Medicine & Biology Society)

Exploring Intrinsic Properties of Medical Images for Self-Supervised Binary Semantic Segmentation

Pranav Singh, Jacopo Cirrone

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

Comments 30 pages, 10 figures, and 10 tables. Under Review

Primitive Geometry Segment Pre-training for 3D Medical Image Segmentation

Ryu Tadokoro, Ryosuke Yamada, Kodai Nakashima, Ryo Nakamura, Hirokatsu Kataoka

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

Comments Accepted to BMVC2023 (Oral)

Journal ref Proceedings of the British Machine Vision Conference (BMVC), 2023

Auto-Generating Weak Labels for Real & Synthetic Data to Improve Label-Scarce Medical Image Segmentation

Tanvi Deshpande, Eva Prakash, Elsie Gyang Ross, Curtis Langlotz, Andrew Ng, Jeya Maria Jose Valanarasu

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

Comments Accepted at MIDL 2024

Adaptive Local Binary Pattern: A Novel Feature Descriptor for Enhanced Analysis of Kidney Abnormalities in CT Scan Images using ensemble based Machine Learning Approach

Tahmim Hossain, Faisal Sayed, Solehin Islam

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

Comments 17 pages, 5 tables, 4 figures

A Systematic Review of Deep Learning-based Research on Radiology Report Generation

Chang Liu, Yuanhe Tian, Yan Song

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

Comments 26 pages, 6 figures

SegFormer3D: an Efficient Transformer for 3D Medical Image Segmentation

Shehan Perera, Pouyan Navard, Alper Yilmaz

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

Comments Accepted at CVPR Workshop 2024

Differentiable Score-Based Likelihoods: Learning CT Motion Compensation From Clean Images

Mareike Thies, Noah Maul, Siyuan Mei, Laura Pfaff, Nastassia Vysotskaya, Mingxuan Gu, Jonas Utz, Dennis Possart, Lukas Folle, Fabian Wagner, Andreas Maier

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

Beyond Pixel-Wise Supervision for Medical Image Segmentation: From Traditional Models to Foundation Models

Yuyan Shi, Jialu Ma, Jin Yang, Shasha Wang, Yichi Zhang

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

SPIRiT-Diffusion: Self-Consistency Driven Diffusion Model for Accelerated MRI

Zhuo-Xu Cui, Chentao Cao, Yue Wang, Sen Jia, Jing Cheng, Xin Liu, Hairong Zheng, Dong Liang, Yanjie Zhu

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

DiffGEPCI: 3D MRI Synthesis from mGRE Signals using 2.5D Diffusion Model

Yuyang Hu, Satya V. V. N. Kothapalli, Weijie Gan, Alexander L. Sukstanskii, Gregory F. Wu, Manu Goyal, Dmitriy A. Yablonskiy, Ulugbek S. Kamilov

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

Cross-model Mutual Learning for Exemplar-based Medical Image Segmentation

Qing En, Yuhong Guo

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

Comments AISTATS 2024

VoCo: A Simple-yet-Effective Volume Contrastive Learning Framework for 3D Medical Image Analysis

Linshan Wu, Jiaxin Zhuang, Hao Chen

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

Comments Accepted by CVPR 2024. The camera-ready version will soon be available

The state-of-the-art in Cardiac MRI Reconstruction: Results of the CMRxRecon Challenge in MICCAI 2023

Jun Lyu, Chen Qin, Shuo Wang, Fanwen Wang, Yan Li, Zi Wang, Kunyuan Guo, Cheng Ouyang, Michael Tänzer, Meng Liu, Longyu Sun, Mengting Sun, Qin Li, Zhang Shi, Sha Hua, Hao Li, Zhensen Chen, Zhenlin Zhang, Bingyu Xin, Dimitris N. Metaxas, George Yiasemis, Jonas Teuwen, Liping Zhang, Weitian Chen, Yidong Zhao, Qian Tao, Yanwei Pang, Xiaohan Liu, Artem Razumov, Dmitry V. Dylov, Quan Dou, Kang Yan, Yuyang Xue, Yuning Du, Julia Dietlmeier, Carles Garcia-Cabrera, Ziad Al-Haj Hemidi, Nora Vogt, Ziqiang Xu, Yajing Zhang, Ying-Hua Chu, Weibo Chen, Wenjia Bai, Xiahai Zhuang, Jing Qin, Lianmin Wu, Guang Yang, Xiaobo Qu, He Wang, Chengyan Wang

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

Comments 25 pages, 17 figures

Mixed Prototype Consistency Learning for Semi-supervised Medical Image Segmentation

Lijian Li

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

Comments 15 pages, 2 figures

Q2A: Querying Implicit Fully Continuous Feature Pyramid to Align Features for Medical Image Segmentation

Jiahao Yu, Li Chen

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

Comments 10 pages, 6 figures

Image Reconstruction with B0 Inhomogeneity using an Interpretable Deep Unrolled Network on an Open-bore MRI-Linac

Shanshan Shan, Yang Gao, David E. J. Waddington, Hongli Chen, Brendan Whelan, Paul Z. Y. Liu, Yaohui Wang, Chunyi Liu, Hongping Gan, Mingyuan Gao, Feng Liu

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

Synthetic Brain Images: Bridging the Gap in Brain Mapping With Generative Adversarial Model

Drici Mourad, Kazeem Oluwakemi Oseni

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

Enhanced Muscle and Fat Segmentation for CT-Based Body Composition Analysis: A Comparative Study

Benjamin Hou, Tejas Sudharshan Mathai, Jianfei Liu, Christopher Parnell, Ronald M. Summers

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

Uncertainty-aware Evidential Fusion-based Learning for Semi-supervised Medical Image Segmentation

Yuanpeng He, Lijian Li

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

Hyperparameter-Free Medical Image Synthesis for Sharing Data and Improving Site-Specific Segmentation

Alexander Chebykin, Peter A. N. Bosman, Tanja Alderliesten

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

Comments Accepted at MIDL 2024

EPL: Evidential Prototype Learning for Semi-supervised Medical Image Segmentation

Yuanpeng He

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

General-Purpose vs. Domain-Adapted Large Language Models for Extraction of Structured Data from Chest Radiology Reports

Ali H. Dhanaliwala, Rikhiya Ghosh, Sanjeev Kumar Karn, Poikavila Ullaskrishnan, Oladimeji Farri, Dorin Comaniciu, Charles E. Kahn

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