医学 AI

Solving 3D Radar Imaging Inverse Problems with a Multi-cognition Task-oriented Framework

Xu Zhan, Xiaoling Zhang, Mou Wang, Jun Shi, Shunjun Wei, Tianjiao Zeng

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

CMC v2: Towards More Accurate COVID-19 Detection with Discriminative Video Priors

Junlin Hou, Jilan Xu, Nan Zhang, Yi Wang, Yuejie Zhang, Xiaobo Zhang, Rui Feng

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

Comments ECCV AIMIA Workshop 2022

GATE: Graph CCA for Temporal SElf-supervised Learning for Label-efficient fMRI Analysis

Liang Peng, Nan Wang, Jie Xu, Xiaofeng Zhu, Xiaoxiao Li

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

Journal ref IEEE Transactions on Medical Imaging 2022

A Tale of Two Cities: Data and Configuration Variances in Robust Deep Learning

Guanqin Zhang, Jiankun Sun, Feng Xu, H. M. N. Dilum Bandara, Shiping Chen, Yulei Sui, Tim Menzies

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

Automated Analysis of Drawing Process for Detecting Prodromal and Clinical Dementia

Yasunori Yamada, Masatomo Kobayashi, Kaoru Shinkawa, Miyuki Nemoto, Miho Ota, Kiyotaka Nemoto, Tetsuaki Arai

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

Journal ref 2022 IEEE International Conference on Digital Health (ICDH)

Spatial Temporal Graph Convolution with Graph Structure Self-learning for Early MCI Detection

Yunpeng Zhao, Fugen Zhou, Bin Guo, Bo Liu

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

Comments 5 pages, 3 figures

A Comparative Study of Graph Neural Networks for Shape Classification in Neuroimaging

Nairouz Shehata, Wulfie Bain, Ben Glocker

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

Comments Accepted at GeoMedIA Workshop 2022 (Proceedings of Machine Learning Research). Code available on https://github.com/biomedia-mira/medmesh

A CNN-LSTM Combination Network for Cataract Detection using Eye Fundus Images

Dishant Padalia, Abhishek Mazumdar, Bharati Singh

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

Comments 8 pages, 3 figures

Application of artificial intelligence techniques for automated detection of myocardial infarction: A review

Javad Hassannataj Joloudari, Sanaz Mojrian, Issa Nodehi, Amir Mashmool, Zeynab Kiani Zadegan, Sahar Khanjani Shirkharkolaie, Roohallah Alizadehsani, Tahereh Tamadon, Samiyeh Khosravi, Mitra Akbari Kohnehshari, Edris Hassannatajjeloudari, Danial Sharifrazi, Amir Mosavi, Hui Wen Loh, Ru-San Tan, U Rajendra Acharya

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

Comments 16 pages, 8 figures

A review on Epileptic Seizure Detection using Machine Learning

Muhammad Shoaib Farooq, Aimen Zulfiqar, Shamyla Riaz

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

The Power of Transfer Learning in Agricultural Applications: AgriNet

Zahraa Al Sahili, Mariette Awad

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

Comments Accepted by Frontiers in Plant Science

PTSD in the Wild: A Video Database for Studying Post-Traumatic Stress Disorder Recognition in Unconstrained Environments

Moctar Abdoul Latif Sawadogo, Furkan Pala, Gurkirat Singh, Imen Selmi, Pauline Puteaux, Alice Othmani

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

Diabetic foot ulcers monitoring by employing super resolution and noise reduction deep learning techniques

Agapi Davradou, Eftychios Protopapadakis, Maria Kaselimi, Anastasios Doulamis, Nikolaos Doulamis

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

Multi-Scale Attention-based Multiple Instance Learning for Classification of Multi-Gigapixel Histology Images

Made Satria Wibawa, Kwok-Wai Lo, Lawrence Young, Nasir Rajpoot

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

Analyzing the impact of SARS-CoV-2 variants on respiratory sound signals

Debarpan Bhattacharya, Debottam Dutta, Neeraj Kumar Sharma, Srikanth Raj Chetupalli, Pravin Mote, Sriram Ganapathy, Chandrakiran C, Sahiti Nori, Suhail K K, Sadhana Gonuguntla, Murali Alagesan

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

Journal ref Interspeech, 2022

Coswara: A website application enabling COVID-19 screening by analysing respiratory sound samples and health symptoms

Debarpan Bhattacharya, Debottam Dutta, Neeraj Kumar Sharma, Srikanth Raj Chetupalli, Pravin Mote, Sriram Ganapathy, Chandrakiran C, Sahiti Nori, Suhail K K, Sadhana Gonuguntla, Murali Alagesan

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

Journal ref Interspeech, 2022

Epileptic Seizure Classification Using Combined Labels and a Genetic Algorithm

Scot Davidson, Niamh McCallan, Kok Yew Ng, Pardis Biglarbeigi, Dewar Finlay, Boon Leong Lan, James McLaughlin

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

Comments 6 pages, 3 figures, accepted for publication at the 21st IEEE Mediterranean Electrotechnical Conference (MELECON 2022)

Journal ref 2022 IEEE 21st Mediterranean Electrotechnical Conference (MELECON)

Automatic Detection of Noisy Electrocardiogram Signals without Explicit Noise Labels

Radhika Dua, Jiyoung Lee, Joon-myoung Kwon, Edward Choi

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

Comments PRHA Workshop, ICPR 2022

An Adaptive and Altruistic PSO-based Deep Feature Selection Method for Pneumonia Detection from Chest X-Rays

Rishav Pramanik, Sourodip Sarkar, Ram Sarkar

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

Comments Accepted in Applied Soft Computing, Elsevier

Journal ref Applied Soft Computing, 2022, 109464, ISSN 1568-4946

A comprehensive survey on computer-aided diagnostic systems in diabetic retinopathy screening

Meysam Tavakoli, Patrick Kelley

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

Comments 65 pages, 7 figures, 9 tables

Weakly Supervised Online Action Detection for Infant General Movements

Tongyi Luo, Jia Xiao, Chuncao Zhang, Siheng Chen, Yuan Tian, Guangjun Yu, Kang Dang, Xiaowei Ding

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

Comments MICCAI 2022

Real Time Object Detection System with YOLO and CNN Models: A Review

Viswanatha V, Chandana R K, Ramachandra A. C.

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

Autonomous Intraluminal Navigation of a Soft Robot using Deep-Learning-based Visual Servoing

Jorge F. Lazo, Chun-Feng Lai, Sara Moccia, Benoit Rosa, Michele Catellani, Michel de Mathelin, Giancarlo Ferrigno, Paul Breedveld, Jenny Dankelman, Elena De Momi

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

Domain Generalization for Activity Recognition via Adaptive Feature Fusion

Xin Qin, Jindong Wang, Yiqiang Chen, Wang Lu, Xinlong Jiang

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

Comments Accepted by ACM Transactions on Intelligent Systems and Technology (TIST) 2022; Code: https://github.com/jindongwang/transferlearning/tree/master/code/DeepDG

Automating Detection of Papilledema in Pediatric Fundus Images with Explainable Machine Learning

Kleanthis Avramidis, Mohammad Rostami, Melinda Chang, Shrikanth Narayanan

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

Comments 5 pages, 4 figures, 2 tables, 2022 IEEE International Conference on Image Processing (ICIP)

Automated Classification of General Movements in Infants Using a Two-stream Spatiotemporal Fusion Network

Yuki Hashimoto, Akira Furui, Koji Shimatani, Maura Casadio, Paolo Moretti, Pietro Morasso, Toshio Tsuji

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

Comments Accepted by MICCAI 2022

Robust and Efficient Medical Imaging with Self-Supervision

Shekoofeh Azizi, Laura Culp, Jan Freyberg, Basil Mustafa, Sebastien Baur, Simon Kornblith, Ting Chen, Patricia MacWilliams, S. Sara Mahdavi, Ellery Wulczyn, Boris Babenko, Megan Wilson, Aaron Loh, Po-Hsuan Cameron Chen, Yuan Liu, Pinal Bavishi, Scott Mayer McKinney, Jim Winkens, Abhijit Guha Roy, Zach Beaver, Fiona Ryan, Justin Krogue, Mozziyar Etemadi, Umesh Telang, Yun Liu, Lily Peng, Greg S. Corrado, Dale R. Webster, David Fleet, Geoffrey Hinton, Neil Houlsby, Alan Karthikesalingam, Mohammad Norouzi, Vivek Natarajan

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

Personalized Diagnostic Tool for Thyroid Cancer Classification using Multi-view Ultrasound

Han Huang, Yijie Dong, Xiaohong Jia, Jianqiao Zhou, Dong Ni, Jun Cheng, Ruobing Huang

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

Comments Accepted by MICCAI 2022

Generative Anomaly Detection for Time Series Datasets

Zhuangwei Kang, Ayan Mukhopadhyay, Aniruddha Gokhale, Shijie Wen, Abhishek Dubey

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

Comments A shorter version of the paper was accepted at the ITSC 2022

Identifying Electrocardiogram Abnormalities Using a Handcrafted-Rule-Enhanced Neural Network

Yuexin Bian, Jintai Chen, Xiaojun Chen, Xiaoxian Yang, Danny Z. Chen, JIan Wu

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

Journal ref IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2022