医学 AI

EEGDiR: Electroencephalogram denoising network for temporal information storage and global modeling through Retentive Network

Bin Wang, Fei Deng, Peifan Jiang

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.LG、eess.SP

Estimation of FFR in coronary arteries with deep learning

Patryk Rygiel

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.CV、eess.IV

Comments Master thesis

CoVScreen: Pitfalls and recommendations for screening COVID-19 using Chest X-rays

Sonit Singh

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.CV、eess.IV

Comments 21 pages

Reimplementation of Learning to Reweight Examples for Robust Deep Learning

Parth Patil, Ben Boardley, Jack Gardner, Emily Loiselle, Deerajkumar Parthipan

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.CV、cs.LG

Unleashing the Power of Multi-Task Learning: A Comprehensive Survey Spanning Traditional, Deep, and Pretrained Foundation Model Eras

Jun Yu, Yutong Dai, Xiaokang Liu, Jin Huang, Yishan Shen, Ke Zhang, Rong Zhou, Eashan Adhikarla, Wenxuan Ye, Yixin Liu, Zhaoming Kong, Kai Zhang, Yilong Yin, Vinod Namboodiri, Brian D. Davison, Jason H. Moore, Yong Chen

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.CV、cs.LG

Comments 60 figures, 116 pages, 500+ references

Quantitative Characterization of Retinal Features in Translated OCTA

Rashadul Hasan Badhon, Atalie Carina Thompson, Jennifer I. Lim, Theodore Leng, Minhaj Nur Alam

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.CV、cs.LG

Comments The article has been revised and edited

Noncontact Respiratory Anomaly Detection Using Infrared Light-Wave Sensing

Md Zobaer Islam, Brenden Martin, Carly Gotcher, Tyler Martinez, John F. O'Hara, Sabit Ekin

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.LG、eess.SP

Comments 12 pages, 15 figures, published in IEEE Transactions on Human-Machine Systems

Localizing Moments of Actions in Untrimmed Videos of Infants with Autism Spectrum Disorder

Halil Ismail Helvaci, Sen-ching Samson Cheung, Chen-Nee Chuah, Sally Ozonoff

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.CV、cs.LG

Comments 7 pages, 2 figures, 3 tables

New method for coherent imaging using incompatible sources

Boyang Li

专题命中 诊断辅助 ：diagnosis(abstract)；分类 eess.IV、eess.SP

OUCopula: Bi-Channel Multi-Label Copula-Enhanced Adapter-Based CNN for Myopia Screening Based on OU-UWF Images

Yang Li, Qiuyi Huang, Chong Zhong, Danjuan Yang, Meiyan Li, A. H. Welsh, Aiyi Liu, Bo Fu, Catherien C. Liu, Xingtao Zhou

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.CV、eess.IV

Generating Progressive Images from Pathological Transitions via Diffusion Model

Zeyu Liu, Tianyi Zhang, Yufang He, Yunlu Feng, Yu Zhao, Guanglei Zhang

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.CV、eess.IV

Comments 13 pages, 9 figs, 4 tabs

Vision-Based Activity Recognition in Children with Autism-Related Behaviors

Pengbo Wei, David Ahmedt-Aristizabal, Harshala Gammulle, Simon Denman, Mohammad Ali Armin

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.CV、cs.LG

Journal ref Heliyon, Volume 9, Issue 6, June 2023, e16763

Unmasking Dementia Detection by Masking Input Gradients: A JSM Approach to Model Interpretability and Precision

Yasmine Mustafa, Tie Luo

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.CV、cs.LG

Comments 28th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), May 2024, Taiwan

How Well Does GPT-4V(ision) Adapt to Distribution Shifts? A Preliminary Investigation

Zhongyi Han, Guanglin Zhou, Rundong He, Jindong Wang, Tailin Wu, Yilong Yin, Salman Khan, Lina Yao, Tongliang Liu, Kun Zhang

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.CV、cs.LG

Comments added the investigation of Gemini. 66 pages, 41 figures

PULSAR: Graph based Positive Unlabeled Learning with Multi Stream Adaptive Convolutions for Parkinson's Disease Recognition

Md. Zarif Ul Alam, Md Saiful Islam, Ehsan Hoque, M Saifur Rahman

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.CV、cs.LG

Stain Style Transfer using Transitive Adversarial Networks

Shaojin Cai, Yuyang Xue3 Qinquan Gao, Min Du, Gang Chen, Hejun Zhang, Tong Tong

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.CV、eess.IV

Comments MICCAI 2019 MLMIR Workshop, Oral Paper

Point cloud-based registration and image fusion between cardiac SPECT MPI and CTA

Shaojie Tang, Penpen Miao, Xingyu Gao, Yu Zhong, Dantong Zhu, Haixing Wen, Zhihui Xu, Qiuyue Wei, Hongping Yao, Xin Huang, Rui Gao, Chen Zhao, Weihua Zhou

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.CV、eess.IV

Enhancing Blood Flow Assessment in Diffuse Correlation Spectroscopy: A Transfer Learning Approach with Noise Robustness Analysis

Xi Chen, Xingda Li

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.LG、eess.SP

Comments Not ready for submission. Need further changes

Surface-Enhanced Raman Spectroscopy and Transfer Learning Toward Accurate Reconstruction of the Surgical Zone

Ashutosh Raman, Ren A. Odion, Kent K. Yamamoto, Weston Ross, Tuan Vo-Dinh, Patrick J. Codd

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.LG、eess.IV

Comments Accepted to Hamlyn Symposium on Medical Robotics, 2023

A novel method to enhance pneumonia detection via a model-level ensembling of CNN and vision transformer

Sandeep Angara, Nishith Reddy Mannuru, Aashrith Mannuru, Sharath Thirunagaru

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.CV、eess.IV

Comments NA

Early and Accurate Detection of Tomato Leaf Diseases Using TomFormer

Asim Khan, Umair Nawaz, Lochan Kshetrimayum, Lakmal Seneviratne, Irfan Hussain

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.CV、eess.IV

Comments 5 Figures and 1 Table

Automatic extraction of coronary arteries using deep learning in invasive coronary angiograms

Yinghui Meng, Zhenglong Du, Chen Zhao, Minghao Dong, Drew Pienta, Zhihui Xu, Weihua Zhou

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.CV、eess.IV

Comments 22 pages,5 figures

TiAVox: Time-aware Attenuation Voxels for Sparse-view 4D DSA Reconstruction

Zhenghong Zhou, Huangxuan Zhao, Jiemin Fang, Dongqiao Xiang, Lei Chen, Lingxia Wu, Feihong Wu, Wenyu Liu, Chuansheng Zheng, Xinggang Wang

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.CV、eess.IV

Comments 10 pages, 8 figures

Efficient Uncertainty Estimation in Spiking Neural Networks via MC-dropout

Tao Sun, Bojian Yin, Sander Bohte

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.CV、cs.LG

A Non-Invasive Interpretable NAFLD Diagnostic Method Combining TCM Tongue Features

Shan Cao, Qunsheng Ruan, Qingfeng Wu, Weiqiang Lin

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.CV、eess.IV

A Comparative Analysis Towards Melanoma Classification Using Transfer Learning by Analyzing Dermoscopic Images

Md. Fahim Uddin, Nafisa Tafshir, Mohammad Monirujjaman Khan

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.CV、eess.IV

A sparse coding approach to inverse problems with application to microwave tomography

Cesar F. Caiafa, Ramiro M. Irastorza

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.LG、eess.IV

Comments submitted to RevMexAA (conference series)

Thinking Outside the Box: Orthogonal Approach to Equalizing Protected Attributes

Jiahui Liu, Xiaohao Cai, Mahesan Niranjan

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.CV、cs.LG

Convolutional Neural Networks for Neuroimaging in Parkinson's Disease: Is Preprocessing Needed?

Francisco J. Martinez-Murcia, Juan M. Górriz, Javier Ramírez, Andrés Ortiz

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.CV、cs.LG

Comments 19 pages, 7 figures

Journal ref INT J NEURAL SYST 28 (10), 2018, 1850035

Performance of Machine Learning Classification in Mammography Images using BI-RADS

Malitha Gunawardhana, Norbert Zolek

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.CV、eess.IV