医学 AI - arXivDaily 专题

2311.00735 2023-11-16 cs.LG cs.CV 62%

PET Tracer Conversion among Brain PET via Variable Augmented Invertible Network

Bohui Shen, Wei Zhang, Xubiao Liu, Pengfei Yu, Shirui Jiang, Xinchong Shi, Xiangsong Zhang, Xiaoyu Zhou, Weirui Zhang, Bingxuan Li, Qiegen Liu

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

2211.13991 2023-11-13 cs.LG cs.CV 62%

TrustGAN: Training safe and trustworthy deep learning models through generative adversarial networks

Hélion du Mas des Bourboux

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

Comments 8 pages, 6 figures, 1 table, presented at CAID 2022: Conference on Artificial Intelligence for Defence

2310.18636 2023-10-31 cs.LG cs.AI cs.CE cs.CV cs.NA math.NA 62%

Electrical Impedance Tomography: A Fair Comparative Study on Deep Learning and Analytic-based Approaches

Derick Nganyu Tanyu, Jianfeng Ning, Andreas Hauptmann, Bangti Jin, Peter Maass

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

2010.13731 2023-10-20 eess.SP cs.LG cs.NE 62%

Dyslexia detection from EEG signals using SSA component correlation and Convolutional Neural Networks

Andrés Ortiz, Francisco J. Martinez-Murcia, Marco A. Formoso, Juan Luis Luque, Auxiliadora Sánchez

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

Comments 11 pages, 7 figures. Submitted to conference

Journal ref HAIS 2020: Hybrid Artificial Intelligent Systems. LNCS 12344. pp 655-664

2309.14107 2023-10-18 eess.AS cs.CL cs.LG cs.SD eess.SP 62%

Wav2vec-based Detection and Severity Level Classification of Dysarthria from Speech

Farhad Javanmardi, Saska Tirronen, Manila Kodali, Sudarsana Reddy Kadiri, Paavo Alku

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

Comments copyright 2023 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works

Journal ref in Proc. ICASSP, Rhodes Island, Greece, June 4-10, 2023

2310.06080 2023-10-11 eess.IV cs.CV 62%

Advancing Diagnostic Precision: Leveraging Machine Learning Techniques for Accurate Detection of Covid-19, Pneumonia, and Tuberculosis in Chest X-Ray Images

Aditya Kulkarni, Guruprasad Parasnis, Harish Balasubramanian, Vansh Jain, Anmol Chokshi, Reena Sonkusare

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

Comments 11 pages, 18 figures, Under review in Discover Artificial Intelligence Journal by Springer Nature

2309.16206 2023-10-06 eess.IV cs.CV 62%

Alzheimer's Disease Prediction via Brain Structural-Functional Deep Fusing Network

Qiankun Zuo, Junren Pan, Shuqiang Wang

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

Comments 10 pages

2309.14306 2023-09-26 eess.IV cs.CV 62%

DeepMesh: Mesh-based Cardiac Motion Tracking using Deep Learning

Qingjie Meng, Wenjia Bai, Declan P O'Regan, and Daniel Rueckert

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

2212.09597 2023-09-19 cs.CL cs.AI cs.CV cs.IR cs.LG 62%

Reasoning with Language Model Prompting: A Survey

Shuofei Qiao, Yixin Ou, Ningyu Zhang, Xiang Chen, Yunzhi Yao, Shumin Deng, Chuanqi Tan, Fei Huang, Huajun Chen

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

Comments ACL 2023, 24 pages, add references of theoretical analysis

2307.13704 2023-09-13 cs.AI cs.LG eess.IV 62%

eXplainable Artificial Intelligence (XAI) in aging clock models

Alena Kalyakulina, Igor Yusipov, Alexey Moskalev, Claudio Franceschi, Mikhail Ivanchenko

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

2002.06374 2023-09-12 eess.SY cs.LG cs.SY eess.SP 62%

An IoT-Based System: Big Urban Traffic Data Mining Through Airborne Pollutant Gases Analysis

Daniel. Firouzimagham, Mohammad. Sabouri, Fatemeh. Adhami

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

2304.10226 2023-09-08 cs.CV cs.LG 62%

Domain Generalization for Mammographic Image Analysis with Contrastive Learning

Zheren Li, Zhiming Cui, Lichi Zhang, Sheng Wang, Chenjin Lei, Xi Ouyang, Dongdong Chen, Xiangyu Zhao, Yajia Gu, Zaiyi Liu, Chunling Liu, Dinggang Shen, Jie-Zhi Cheng

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

Comments arXiv admin note: text overlap with arXiv:2111.10827

2308.15822 2023-08-31 eess.IV cs.CV 62%

AMDNet23: A combined deep Contour-based Convolutional Neural Network and Long Short Term Memory system to diagnose Age-related Macular Degeneration

Md. Aiyub Ali, Md. Shakhawat Hossain, Md. Kawar Hossain, Subhadra Soumi Sikder, Sharun Akter Khushbu, Mirajul Islam

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

2308.11281 2023-08-23 eess.IV cs.CV 62%

PCMC-T1: Free-breathing myocardial T1 mapping with Physically-Constrained Motion Correction

Eyal Hanania, Ilya Volovik, Lilach Barkat, Israel Cohen, Moti Freiman

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

Comments Accepted to MICCAI 2023

2308.09380 2023-08-21 cs.LG cs.AI cs.CV 62%

Deciphering knee osteoarthritis diagnostic features with explainable artificial intelligence: A systematic review

Yun Xin Teoh, Alice Othmani, Siew Li Goh, Juliana Usman, Khin Wee Lai

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

2307.15862 2023-08-01 cs.CV cs.LG 62%

Catching Elusive Depression via Facial Micro-Expression Recognition

Xiaohui Chen, Tie Luo

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

Comments To appear in IEEE Communications Magazine 2023

2307.15461 2023-07-31 eess.IV cs.CV 62%

Defocus Blur Synthesis and Deblurring via Interpolation and Extrapolation in Latent Space

Ioana Mazilu, Shunxin Wang, Sven Dummer, Raymond Veldhuis, Christoph Brune, Nicola Strisciuglio

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

Comments Accepted at CAIP2023

2307.14262 2023-07-27 eess.IV cs.CV 62%

Artifact Restoration in Histology Images with Diffusion Probabilistic Models

Zhenqi He, Junjun He, Jin Ye, Yiqing Shen

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

Comments Accepted by MICCAI2023

2307.11959 2023-07-25 eess.IV cs.CV 62%

Topology-Preserving Automatic Labeling of Coronary Arteries via Anatomy-aware Connection Classifier

Zhixing Zhang, Ziwei Zhao, Dong Wang, Shishuang Zhao, Yuhang Liu, Jia Liu, Liwei Wang

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

Comments Accepted by MICCAI 2023

2303.11413 2023-07-25 eess.SP cs.AI cs.LG 62%

Structural Vibration Signal Denoising Using Stacking Ensemble of Hybrid CNN-RNN

Youzhi Liang, Wen Liang, Jianguo Jia

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

Comments 10 pages, 4 figures

2307.06666 2023-07-24 cs.CV eess.IV 62%

Transformer-based end-to-end classification of variable-length volumetric data

Marzieh Oghbaie, Teresa Araujo, Taha Emre, Ursula Schmidt-Erfurth, Hrvoje Bogunovic

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

2307.09402 2023-07-19 eess.IV cs.CV 62%

Study of Vision Transformers for Covid-19 Detection from Chest X-rays

Sandeep Angara, Sharath Thirunagaru

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

2307.08466 2023-07-19 cs.LG cs.CV 62%

Generalizable Classification of UHF Partial Discharge Signals in Gas-Insulated HVDC Systems Using Neural Networks

Steffen Seitz, Thomas Götz, Christopher Lindenberg, Ronald Tetzlaff, Stephan Schlegel

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

Comments 8 pages, submitted to IEEE Transactions on Power Delivery

2307.04036 2023-07-11 cs.HC cs.AI cs.CV cs.LG 62%

Designing a Direct Feedback Loop between Humans and Convolutional Neural Networks through Local Explanations

Tong Steven Sun, Yuyang Gao, Shubham Khaladkar, Sijia Liu, Liang Zhao, Young-Ho Kim, Sungsoo Ray Hong

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

Comments 32 pages, 6 figures, 5 tables. Accepted for publication in the Proceedings of the ACM on Human-Computer Interaction (PACM HCI), CSCW 2023

2303.08325 2023-07-06 cs.LG cs.CV 62%

FairAdaBN: Mitigating unfairness with adaptive batch normalization and its application to dermatological disease classification

Zikang Xu, Shang Zhao, Quan Quan, Qingsong Yao, S. Kevin Zhou

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

Comments Accepted by MICCAI 2023

2306.11750 2023-06-22 eess.IV cs.CV 62%

Optical Coherence Tomography Image Enhancement via Block Hankelization and Low Rank Tensor Network Approximation

Farnaz Sedighin, Andrzej Cichocki, Hossein Rabbani

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

2302.05195 2023-06-08 eess.IV cs.CV 62%

Self-supervised learning-based cervical cytology for the triage of HPV-positive women in resource-limited settings and low-data regime

Thomas Stegmüller, Christian Abbet, Behzad Bozorgtabar, Holly Clarke, Patrick Petignat, Pierre Vassilakos, Jean-Philippe Thiran

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

2205.01676 2023-06-08 eess.IV cs.CV 62%

FundusQ-Net: a Regression Quality Assessment Deep Learning Algorithm for Fundus Images Quality Grading

Or Abramovich, Hadas Pizem, Jan Van Eijgen, Ilan Oren, Joshua Melamed, Ingeborg Stalmans, Eytan Z. Blumenthal, Joachim A. Behar

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

Comments 12 pages, 9 figures, published in Computer Methods and Programs in Biomedicine

Journal ref Computer Methods and Programs in Biomedicine, Volume 239, September 2023, 107522, ISSN 0169-2607

2306.01232 2023-06-05 eess.IV cs.CV 62%

Deep Reinforcement Learning Framework for Thoracic Diseases Classification via Prior Knowledge Guidance

Weizhi Nie, Chen Zhang, Dan Song, Lina Zhao, Yunpeng Bai, Keliang Xie, Anan Liu

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

2305.10421 2023-05-18 eess.IV cs.LG cs.NE 62%

Evolving Tsukamoto Neuro Fuzzy Model for Multiclass Covid 19 Classification with Chest X Ray Images

Marziyeh Rezaei, Sevda Molani, Negar Firoozeh, Hossein Abbasi, Farzan Vahedifard, Maysam Orouskhani

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

Comments 14 pages, 5 figures, 3 tables

1. 诊断辅助 8264 篇

PET Tracer Conversion among Brain PET via Variable Augmented Invertible Network

TrustGAN: Training safe and trustworthy deep learning models through generative adversarial networks

Electrical Impedance Tomography: A Fair Comparative Study on Deep Learning and Analytic-based Approaches

Dyslexia detection from EEG signals using SSA component correlation and Convolutional Neural Networks

Wav2vec-based Detection and Severity Level Classification of Dysarthria from Speech

Advancing Diagnostic Precision: Leveraging Machine Learning Techniques for Accurate Detection of Covid-19, Pneumonia, and Tuberculosis in Chest X-Ray Images

Alzheimer's Disease Prediction via Brain Structural-Functional Deep Fusing Network

DeepMesh: Mesh-based Cardiac Motion Tracking using Deep Learning

Reasoning with Language Model Prompting: A Survey

eXplainable Artificial Intelligence (XAI) in aging clock models

An IoT-Based System: Big Urban Traffic Data Mining Through Airborne Pollutant Gases Analysis

Domain Generalization for Mammographic Image Analysis with Contrastive Learning

AMDNet23: A combined deep Contour-based Convolutional Neural Network and Long Short Term Memory system to diagnose Age-related Macular Degeneration

PCMC-T1: Free-breathing myocardial T1 mapping with Physically-Constrained Motion Correction

Deciphering knee osteoarthritis diagnostic features with explainable artificial intelligence: A systematic review

Catching Elusive Depression via Facial Micro-Expression Recognition

Defocus Blur Synthesis and Deblurring via Interpolation and Extrapolation in Latent Space

Artifact Restoration in Histology Images with Diffusion Probabilistic Models

Topology-Preserving Automatic Labeling of Coronary Arteries via Anatomy-aware Connection Classifier

Structural Vibration Signal Denoising Using Stacking Ensemble of Hybrid CNN-RNN

Transformer-based end-to-end classification of variable-length volumetric data

Study of Vision Transformers for Covid-19 Detection from Chest X-rays

Generalizable Classification of UHF Partial Discharge Signals in Gas-Insulated HVDC Systems Using Neural Networks

Designing a Direct Feedback Loop between Humans and Convolutional Neural Networks through Local Explanations

FairAdaBN: Mitigating unfairness with adaptive batch normalization and its application to dermatological disease classification

Optical Coherence Tomography Image Enhancement via Block Hankelization and Low Rank Tensor Network Approximation

Self-supervised learning-based cervical cytology for the triage of HPV-positive women in resource-limited settings and low-data regime

FundusQ-Net: a Regression Quality Assessment Deep Learning Algorithm for Fundus Images Quality Grading

Deep Reinforcement Learning Framework for Thoracic Diseases Classification via Prior Knowledge Guidance

Evolving Tsukamoto Neuro Fuzzy Model for Multiclass Covid 19 Classification with Chest X Ray Images