医学 AI

Analyzing the Effect of $k$-Space Features in MRI Classification Models

Pascal Passigan, Vayd Ramkumar

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

AutoPET III Challenge: PET/CT Semantic Segmentation

Reza Safdari, Mohammad Koohi-Moghaddam, Kyongtae Tyler Bae

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

MambaClinix: Hierarchical Gated Convolution and Mamba-Based U-Net for Enhanced 3D Medical Image Segmentation

Chenyuan Bian, Nan Xia, Xia Yang, Feifei Wang, Fengjiao Wang, Bin Wei, Qian Dong

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

Comments 18 pages, 5 figures

MambaRecon: MRI Reconstruction with Structured State Space Models

Yilmaz Korkmaz, Vishal M. Patel

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

Autopet III challenge: Incorporating anatomical knowledge into nnUNet for lesion segmentation in PET/CT

Hamza Kalisch, Fabian Hörst, Ken Herrmann, Jens Kleesiek, Constantin Seibold

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

Comments AutoPET III challenge submission

Enhanced segmentation of femoral bone metastasis in CT scans of patients using synthetic data generation with 3D diffusion models

Emile Saillard, Aurélie Levillain, David Mitton, Jean-Baptiste Pialat, Cyrille Confavreux, Hélène Follet, Thomas Grenier

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

Comments 14 pages, 5 figures 3 tables

Lite-FBCN: Lightweight Fast Bilinear Convolutional Network for Brain Disease Classification from MRI Image

Dewinda Julianensi Rumala, Reza Fuad Rachmadi, Anggraini Dwi Sensusiati, I Ketut Eddy Purnama

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

AgileFormer: Spatially Agile Transformer UNet for Medical Image Segmentation

Peijie Qiu, Jin Yang, Sayantan Kumar, Soumyendu Sekhar Ghosh, Aristeidis Sotiras

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

MS-Twins: Multi-Scale Deep Self-Attention Networks for Medical Image Segmentation

Jing Xu

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

GMISeg: General Medical Image Segmentation without Re-Training

Jing Xu

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

Data-Centric Strategies for Overcoming PET/CT Heterogeneity: Insights from the AutoPET III Lesion Segmentation Challenge

Balint Kovacs, Shuhan Xiao, Maximilian Rokuss, Constantin Ulrich, Fabian Isensee, Klaus H. Maier-Hein

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

Comments Contribution to the data-centric task of the autoPET III Challenge 2024

MotionTTT: 2D Test-Time-Training Motion Estimation for 3D Motion Corrected MRI

Tobit Klug, Kun Wang, Stefan Ruschke, Reinhard Heckel

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

Do Vision Foundation Models Enhance Domain Generalization in Medical Image Segmentation?

Kerem Cekmeceli, Meva Himmetoglu, Guney I. Tombak, Anna Susmelj, Ertunc Erdil, Ender Konukoglu

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

Iterative CT Reconstruction via Latent Variable Optimization of Shallow Diffusion Models

Sho Ozaki, Shizuo Kaji, Toshikazu Imae, Kanabu Nawa, Hideomi Yamashita, Keiichi Nakagawa

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

Comments 20 pages, 10 figures

Is Grad-CAM Explainable in Medical Images?

Subhashis Suara, Aayush Jha, Pratik Sinha, Arif Ahmed Sekh

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

Pioneering Precision in Lumbar Spine MRI Segmentation with Advanced Deep Learning and Data Enhancement

Istiak Ahmed, Md. Tanzim Hossain, Md. Zahirul Islam Nahid, Kazi Shahriar Sanjid, Md. Shakib Shahariar Junayed, M. Monir Uddin, Mohammad Monirujjaman Khan

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

XCAT-3.0: A Comprehensive Library of Personalized Digital Twins Derived from CT Scans

Lavsen Dahal, Mobina Ghojoghnejad, Dhrubajyoti Ghosh, Yubraj Bhandari, David Kim, Fong Chi Ho, Fakrul Islam Tushar, Sheng Luoa, Kyle J. Lafata, Ehsan Abadi, Ehsan Samei, Joseph Y. Lo, W. Paul Segars

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

Robust COVID-19 Detection in CT Images with CLIP

Li Lin, Yamini Sri Krubha, Zhenhuan Yang, Cheng Ren, Thuc Duy Le, Irene Amerini, Xin Wang, Shu Hu

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

3D Lymphoma Segmentation on PET/CT Images via Multi-Scale Information Fusion with Cross-Attention

Huan Huang, Liheng Qiu, Shenmiao Yang, Longxi Li, Jiaofen Nan, Yanting Li, Chuang Han, Fubao Zhu, Chen Zhao, Weihua Zhou

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

Comments 19 pages, 7 figures; reference added

HMT-UNet: A hybird Mamba-Transformer Vision UNet for Medical Image Segmentation

Mingya Zhang, Zhihao Chen, Yiyuan Ge, Xianping Tao

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

Comments arXiv admin note: text overlap with arXiv:2403.09157; text overlap with arXiv:2407.08083 by other authors

Recon-all-clinical: Cortical surface reconstruction and analysis of heterogeneous clinical brain MRI

Karthik Gopinath, Douglas N. Greve, Colin Magdamo, Steve Arnold, Sudeshna Das, Oula Puonti, Juan Eugenio Iglesias

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

Comments 16 pages in the manuscript with 11 page supplementary material

TBConvL-Net: A Hybrid Deep Learning Architecture for Robust Medical Image Segmentation

Shahzaib Iqbal, Tariq M. Khan, Syed S. Naqvi, Asim Naveed, Erik Meijering

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

MSTT-199: MRI Dataset for Musculoskeletal Soft Tissue Tumor Segmentation

Tahsin Reasat, Stephen Chenard, Akhil Rekulapelli, Nicholas Chadwick, Joanna Shechtel, Katherine van Schaik, David S. Smith, Joshua Lawrenz

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

Comments Dataset will be made publicly available after the acceptance of the paper

Robust Semi-supervised Multimodal Medical Image Segmentation via Cross Modality Collaboration

Xiaogen Zhou, Yiyou Sun, Min Deng, Winnie Chiu Wing Chu, Qi Dou

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

T1-contrast Enhanced MRI Generation from Multi-parametric MRI for Glioma Patients with Latent Tumor Conditioning

Zach Eidex, Mojtaba Safari, Richard L. J. Qiu, David S. Yu, Hui-Kuo Shu, Hui Mao, Xiaofeng Yang

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

Comments arXiv admin note: text overlap with arXiv:2407.02616

SeCo-INR: Semantically Conditioned Implicit Neural Representations for Improved Medical Image Super-Resolution

Mevan Ekanayake, Zhifeng Chen, Gary Egan, Mehrtash Harandi, Zhaolin Chen

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

Comments This paper was accepted for presentation at the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2025

A Novel Hybrid Parameter-Efficient Fine-Tuning Approach for Hippocampus Segmentation and Alzheimer's Disease Diagnosis

Wangang Cheng, Guanghua He, Keli Hu, Mingyu Fang, Liang Dong, Zhong Li, Hancan Zhu

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

CT Reconstruction using Diffusion Posterior Sampling conditioned on a Nonlinear Measurement Model

Shudong Li, Xiao Jiang, Matthew Tivnan, Grace J. Gang, Yuan Shen, J. Webster Stayman

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

Comments 24 pages, 12 figures, 1 table, submitted to SPIE Journal of Medical Imaging. Updated with more realistic phantom data, Poisson likelihood, and additional evaluations including hallucination evaluation, performance under multiple noise levels, inference time evaluation, and etc. Changes in authorship is based on unanimous agreement to acknowledge the adding authors' contributions in this work

Journal ref Journal of Medical Imaging 11(4), 043504 (2024)

Single Image Compressed Sensing MRI via a Self-Supervised Deep Denoising Approach

Marlon Bran Lorenzana, Feng Liu, Shekhar S. Chandra

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

Comments 5 pages, 4 figures, 2 tables, conference

Efficient Slice Anomaly Detection Network for 3D Brain MRI Volume

Zeduo Zhang, Yalda Mohsenzadeh

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

Comments 15 pages, 5 figures