医学 AI

Spatiotemporal Modeling Encounters 3D Medical Image Analysis: Slice-Shift UNet with Multi-View Fusion

C. I. Ugwu, S. Casarin, O. Lanz

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

Total-Body Low-Dose CT Image Denoising using Prior Knowledge Transfer Technique with Contrastive Regularization Mechanism

Minghan Fu, Yanhua Duan, Zhaoping Cheng, Wenjian Qin, Ying Wang, Dong Liang, Zhanli Hu

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

Comments Want to improve the methodology

Smooth Attention for Deep Multiple Instance Learning: Application to CT Intracranial Hemorrhage Detection

Yunan Wu, Francisco M. Castro-Macías, Pablo Morales-Álvarez, Rafael Molina, Aggelos K. Katsaggelos

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

Diffusion Probabilistic Priors for Zero-Shot Low-Dose CT Image Denoising

Xuan Liu, Yaoqin Xie, Jun Cheng, Songhui Diao, Shan Tan, Xiaokun Liang

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

MRI-based Multi-task Decoupling Learning for Alzheimer's Disease Detection and MMSE Score Prediction: A Multi-site Validation

Xu Tian, Jin Liu, Hulin Kuang, Yu Sheng, Jianxin Wang, The Alzheimer's Disease Neuroimaging Initiative

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

Comments There are some misstatements in the related work section of the paper. In the methods section, there are also errors in the description of some modules

An Explainable Deep Framework: Towards Task-Specific Fusion for Multi-to-One MRI Synthesis

Luyi Han, Tianyu Zhang, Yunzhi Huang, Haoran Dou, Xin Wang, Yuan Gao, Chunyao Lu, Tan Tao, Ritse Mann

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

More for Less: Compact Convolutional Transformers Enable Robust Medical Image Classification with Limited Data

Andrew Kean Gao

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

Comments 9 pages, 4 figures, 2 tables

PCDAL: A Perturbation Consistency-Driven Active Learning Approach for Medical Image Segmentation and Classification

Tao Wang, Xinlin Zhang, Yuanbo Zhou, Junlin Lan, Tao Tan, Min Du, Qinquan Gao, Tong Tong

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

Xplainer: From X-Ray Observations to Explainable Zero-Shot Diagnosis

Chantal Pellegrini, Matthias Keicher, Ege Özsoy, Petra Jiraskova, Rickmer Braren, Nassir Navab

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

Comments provisionally accepted for publication at MICCAI 2023, 9 pages, 2 figures, 6 tables

AttResDU-Net: Medical Image Segmentation Using Attention-based Residual Double U-Net

Akib Mohammed Khan, Alif Ashrafee, Fahim Shahriar Khan, Md. Bakhtiar Hasan, Md. Hasanul Kabir

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

Comments Accepted in 2023 International Joint Conference on Neural Networks (IJCNN 2023)

M-VAAL: Multimodal Variational Adversarial Active Learning for Downstream Medical Image Analysis Tasks

Bidur Khanal, Binod Bhattarai, Bishesh Khanal, Danail Stoyanov, Cristian A. Linte

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

Realistic Restorer: artifact-free flow restorer(AF2R) for MRI motion artifact removal

Jiandong Su, Kun Shang, Dong Liang

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

RetinexFlow for CT metal artifact reduction

Jiandong Su, Ce Wang, Yinsheng Li, Kun Shang, Dong Liang

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

An Attentive-based Generative Model for Medical Image Synthesis

Jiayuan Wang, Q. M. Jonathan Wu, Farhad Pourpanah

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

Curriculum-Based Augmented Fourier Domain Adaptation for Robust Medical Image Segmentation

An Wang, Mobarakol Islam, Mengya Xu, Hongliang Ren

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

Comments Work under review. First three authors contributed equally

Maximum Entropy on Erroneous Predictions (MEEP): Improving model calibration for medical image segmentation

Agostina Larrazabal, Cesar Martinez, Jose Dolz, Enzo Ferrante

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

Comments Accepted for publication at MICCAI 2023

Interactive Segmentation for COVID-19 Infection Quantification on Longitudinal CT scans

Michelle Xiao-Lin Foo, Seong Tae Kim, Magdalini Paschali, Leili Goli, Egon Burian, Marcus Makowski, Rickmer Braren, Nassir Navab, Thomas Wendler

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

Comments 10 pages, 11 figures, 4 tables

CHMMOTv1 -- Cardiac and Hepatic Multi-Echo (T2*) MRI Images and Clinical Dataset for Iron Overload on Thalassemia Patients

Iraj Abedi, Maryam Zamanian, Hamidreza Bolhasani, Milad Jalilian

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

Multiclass MRI Brain Tumor Segmentation using 3D Attention-based U-Net

Maryann M. Gitonga

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

Comments 10 pages, 3 figures

Uncertainty-Aware Semi-Supervised Learning for Prostate MRI Zonal Segmentation

Matin Hosseinzadeh, Anindo Saha, Joeran Bosma, Henkjan Huisman

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

Comments 9 pages

WWFedCBMIR: World-Wide Federated Content-Based Medical Image Retrieval

Zahra Tabatabaei, Yuandou Wang, Adrián Colomer, Javier Oliver Moll, Zhiming Zhao, Valery Naranjo

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

Comments This paper has been submitted in IEEE Access

Cycle-guided Denoising Diffusion Probability Model for 3D Cross-modality MRI Synthesis

Shaoyan Pan, Chih-Wei Chang, Junbo Peng, Jiahan Zhang, Richard L. J. Qiu, Tonghe Wang, Justin Roper, Tian Liu, Hui Mao, Xiaofeng Yang

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

CT-LungNet: A Deep Learning Framework for Precise Lung Tissue Segmentation in 3D Thoracic CT Scans

Niloufar Delfan, Hamid Abrishami Moghaddam, Mohammadreza Modaresi, Kimia Afshari, Kasra Nezamabadi, Neda Pak, Omid Ghaemi, Mohamad Forouzanfar

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

NUMSnet: Nested-U Multi-class Segmentation network for 3D Medical Image Stacks

Sohini Roychowdhury

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

Comments 15 pages, 10 pages, 8 tables

A Practical Framework for Unsupervised Structure Preservation Medical Image Enhancement

Quan Huu Cap, Atsushi Fukuda, Hitoshi Iyatomi

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

Comments 11 pages, 7 figures

Devil is in the Queries: Advancing Mask Transformers for Real-world Medical Image Segmentation and Out-of-Distribution Localization

Mingze Yuan, Yingda Xia, Hexin Dong, Zifan Chen, Jiawen Yao, Mingyan Qiu, Ke Yan, Xiaoli Yin, Yu Shi, Xin Chen, Zaiyi Liu, Bin Dong, Jingren Zhou, Le Lu, Ling Zhang, Li Zhang

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

Comments CVPR 2023 Highlight

Is Autoencoder Truly Applicable for 3D CT Super-Resolution?

Weixun Luo, Xiaodan Xing, Guang Yang

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

Comments ISBI 2023

DiffusionCT: Latent Diffusion Model for CT Image Standardization

Md Selim, Jie Zhang, Michael A. Brooks, Ge Wang, Jin Chen

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

Comments 6 pages, 03 figures and 01 tables

Local Contrastive Learning for Medical Image Recognition

S. A. Rizvi, R. Tang, X. Jiang, X. Ma, X. Hu

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

Comments 10 pages, 5 figures, 1 table, AMIA conference submission

Exploring the Power of Generative Deep Learning for Image-to-Image Translation and MRI Reconstruction: A Cross-Domain Review

Yuda Bi

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