医学 AI - arXivDaily 专题

2305.07038 2023-05-15 eess.IV cs.LG 62%

Revealing Patterns of Symptomatology in Parkinson's Disease: A Latent Space Analysis with 3D Convolutional Autoencoders

E. Delgado de las Heras, F. J. Martinez-Murcia, I. A. Illán, C. Jiménez-Mesa, D. Castillo-Barnes, J. Ramírez, J. M. Górriz

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

Comments Accepted at 2023 ASPAI Conference

2305.05136 2023-05-10 cs.CV cs.LG 62%

Localisation of Mammographic masses by Greedy Backtracking of Activations in the Stacked Auto-Encoders

Shamna Pootheri, Govindan V K

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

2305.04047 2023-05-09 eess.IV cs.CV 62%

Degradation-Noise-Aware Deep Unfolding Transformer for Hyperspectral Image Denoising

Haijin Zeng, Jiezhang Cao, Kai Feng, Shaoguang Huang, Hongyan Zhang, Hiep Luong, Wilfried Philips

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

2304.08282 2023-05-04 eess.IV cs.CV physics.med-ph 62%

Deep-Learning-based Vasculature Extraction for Single-Scan Optical Coherence Tomography Angiography

Jinpeng Liao, Tianyu Zhang, Yilong Zhang, Chunhui Li, Zhihong Huang

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

2305.01165 2023-05-03 eess.IV cs.CV physics.optics 62%

Self-similarity-based super-resolution of photoacoustic angiography from hand-drawn doodles

Yuanzheng Ma, Wangting Zhou, Rui Ma, Sihua Yang, Yansong Tang, Xun Guan

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

Comments 12 pages, 6 figures, journal

2304.12447 2023-04-26 eess.SP cs.LG 62%

Predicting Pulmonary Hypertension by Electrocardiograms Using Machine Learning

Eashan Kosaraju, Praveen Kumar Pandian Shanmuganathan

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

Comments 19 pages, 5 figures

2304.00049 2023-04-04 cs.CV cs.LG 62%

Ranking Regularization for Critical Rare Classes: Minimizing False Positives at a High True Positive Rate

Mohammadi Kiarash, Zhao He, Mengyao Zhai, Frederick Tung

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

2204.10997 2023-03-29 cs.CV cs.LG 62%

Cerebral Palsy Prediction with Frequency Attention Informed Graph Convolutional Networks

Haozheng Zhang, Hubert P. H. Shum, Edmond S. L. Ho

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

2303.13610 2023-03-27 cs.CV cs.AI cs.LG 62%

Artificial-intelligence-based molecular classification of diffuse gliomas using rapid, label-free optical imaging

Todd C. Hollon, Cheng Jiang, Asadur Chowdury, Mustafa Nasir-Moin, Akhil Kondepudi, Alexander Aabedi, Arjun Adapa, Wajd Al-Holou, Jason Heth, Oren Sagher, Pedro Lowenstein, Maria Castro, Lisa Irina Wadiura, Georg Widhalm, Volker Neuschmelting, David Reinecke, Niklas von Spreckelsen, Mitchel S. Berger, Shawn L. Hervey-Jumper, John G. Golfinos, Matija Snuderl, Sandra Camelo-Piragua, Christian Freudiger, Honglak Lee, Daniel A. Orringer

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

Comments Paper published in Nature Medicine

2303.02814 2023-03-27 cs.CV cs.CR cs.HC cs.LG 62%

Visual Analytics of Neuron Vulnerability to Adversarial Attacks on Convolutional Neural Networks

Yiran Li, Junpeng Wang, Takanori Fujiwara, Kwan-Liu Ma

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

Comments Accepted by the Special Issue on Human-Centered Explainable AI, ACM Transactions on Interactive Intelligent Systems

2303.10249 2023-03-21 eess.IV cs.CV 62%

MRIS: A Multi-modal Retrieval Approach for Image Synthesis on Diverse Modalities

Boqi Chen, Marc Niethammer

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

2302.03008 2023-03-20 cs.LG cs.AI eess.IV 62%

LAVA: Granular Neuron-Level Explainable AI for Alzheimer's Disease Assessment from Fundus Images

Nooshin Yousefzadeh, Charlie Tran, Adolfo Ramirez-Zamora, Jinghua Chen, Ruogu Fang, My T. Thai

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

Comments 27 pages, 11 figures

2303.07847 2023-03-15 cs.LG eess.SP 62%

Transfer Learning for Real-time Deployment of a Screening Tool for Depression Detection Using Actigraphy

Rajanikant Ghate, Nayan Kalnad, Rahee Walambe, Ketan Kotecha

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

Comments 5 pages, 4 figures, conference, to be published in UKSIM23

2303.07125 2023-03-15 cs.LG cs.CV 62%

Don't PANIC: Prototypical Additive Neural Network for Interpretable Classification of Alzheimer's Disease

Tom Nuno Wolf, Sebastian Pölsterl, Christian Wachinger

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

Comments To be published in proceedings of Information Processing In Medical Imaging 2023

2303.06376 2023-03-14 eess.SP cs.LG 62%

Assessing gender fairness in EEG-based machine learning detection of Parkinson's disease: A multi-center study

Anna Kurbatskaya, Alberto Jaramillo-Jimenez, John Fredy Ochoa-Gomez, Kolbjørn Brønnick, Alvaro Fernandez-Quilez

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

2206.04420 2023-03-13 physics.med-ph cs.LG eess.SP 62%

Neonatal EEG graded for severity of background abnormalities in hypoxic-ischaemic encephalopathy

John M O'Toole, Sean R Mathieson, Sumit A Raurale, Fabio Magarelli, William P Marnane, Gordon Lightbody, Geraldine B Boylan

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

Journal ref Sci Data 10, 129 (2023)

2303.02988 2023-03-07 cs.LG eess.SP 62%

Searching for Effective Neural Network Architectures for Heart Murmur Detection from Phonocardiogram

Hao Wen, Jingsu Kang

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

Comments 4 pages, 5 figures, Computing in Cardiology 2022, URL: https://github.com/DeepPSP/cinc2022

2303.02302 2023-03-07 cs.CV cs.LG 62%

Visualizing Transferred Knowledge: An Interpretive Model of Unsupervised Domain Adaptation

Wenxiao Xiao, Zhengming Ding, Hongfu Liu

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

2303.02057 2023-03-06 eess.IV cs.CV 62%

Unsupervised Deep Digital Staining For Microscopic Cell Images Via Knowledge Distillation

Ziwang Xu, Lanqing Guo, Shuyan Zhang, Alex C. Kot, Bihan Wen

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

Comments Accepted by ICASSP 2023

2303.01389 2023-03-03 eess.SP cs.LG 62%

Machine Learning-Based Detection of Parkinson's Disease From Resting-State EEG: A Multi-Center Study

Anna Kurbatskaya, Alberto Jaramillo-Jimenez, John Fredy Ochoa-Gomez, Kolbjørn Brønnick, Alvaro Fernandez-Quilez

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

2111.03815 2023-03-03 eess.IV cs.CV 62%

Order-Guided Disentangled Representation Learning for Ulcerative Colitis Classification with Limited Labels

Shota Harada, Ryoma Bise, Hideaki Hayashi, Kiyohito Tanaka, Seiichi Uchida

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

Comments Accepted by MICCAI 2021

2302.07608 2023-02-16 cs.LG cs.CV 62%

Uncertainty-Estimation with Normalized Logits for Out-of-Distribution Detection

Mouxiao Huang, Yu Qiao

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

Comments 7 pages, 1 figure, 7 tables, preprint

2301.10218 2023-01-25 eess.IV cs.CV 62%

Detecting and measuring human gastric peristalsis using magnetically controlled capsule endoscope

Xueshen Li, Yu Gan, David Duan, Xiao Yang

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

Comments 5 pages, 5 figures, accepted by IEEE ISBI 2023

2209.04699 2023-01-24 cs.CV cs.LG 62%

Explainable Image Quality Assessments in Teledermatological Photography

Raluca Jalaboi, Ole Winther, Alfiia Galimzianova

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

Comments Accepted at the Telemedicine and eHealth Journal

2301.03367 2023-01-10 eess.IV cs.CV 62%

Leukemia detection based on microscopic blood smear images using deep learning

Abdelmageed Ahmed, Alaa Nagy, Ahmed Kamal, Daila Farghl

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

2212.14040 2022-12-29 eess.SP cs.LG 62%

HeartBEiT: Vision Transformer for Electrocardiogram Data Improves Diagnostic Performance at Low Sample Sizes

Akhil Vaid, Joy Jiang, Ashwin Sawant, Stamatios Lerakis, Edgar Argulian, Yuri Ahuja, Joshua Lampert, Alexander Charney, Hayit Greenspan, Benjamin Glicksberg, Jagat Narula, Girish Nadkarni

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

2205.01684 2022-12-12 eess.IV cs.CV 62%

Effect of Random Histogram Equalization on Breast Calcification Analysis Using Deep Learning

Adarsh Bhandary Panambur, Prathmesh Madhu, Andreas Maier

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

Comments Accepted at Bildverarbeitung für die Medizin (BVM) Workshop 2022

2208.07181 2022-12-09 eess.IV cs.CV 62%

One-shot Generative Prior in Hankel-k-space for Parallel Imaging Reconstruction

Hong Peng, Chen Jiang, Jing Cheng, Minghui Zhang, Shanshan Wang, Dong Liang, Qiegen Liu

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

Comments 10 pages,10 figures,7 tables

2211.16852 2022-12-01 eess.IV cs.CV 62%

Challenging mitosis detection algorithms: Global labels allow centroid localization

Claudio Fernandez-Martín, Umay Kiraz, Julio Silva-Rodríguez, Sandra Morales, Emiel Janssen, Valery Naranjo

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

Comments Presented at IDEAL 2022

Journal ref IDEAL 2022

2211.15459 2022-11-29 eess.IV cs.CV 62%

Classification of Human Monkeypox Disease Using Deep Learning Models and Attention Mechanisms

Md. Enamul Haque, Md. Rayhan Ahmed, Razia Sultana Nila, Salekul Islam

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

Comments This paper is currently under review at ICCIT 2022

1. 诊断辅助 8264 篇

Revealing Patterns of Symptomatology in Parkinson's Disease: A Latent Space Analysis with 3D Convolutional Autoencoders

Localisation of Mammographic masses by Greedy Backtracking of Activations in the Stacked Auto-Encoders

Degradation-Noise-Aware Deep Unfolding Transformer for Hyperspectral Image Denoising

Deep-Learning-based Vasculature Extraction for Single-Scan Optical Coherence Tomography Angiography

Self-similarity-based super-resolution of photoacoustic angiography from hand-drawn doodles

Predicting Pulmonary Hypertension by Electrocardiograms Using Machine Learning

Ranking Regularization for Critical Rare Classes: Minimizing False Positives at a High True Positive Rate

Cerebral Palsy Prediction with Frequency Attention Informed Graph Convolutional Networks

Artificial-intelligence-based molecular classification of diffuse gliomas using rapid, label-free optical imaging

Visual Analytics of Neuron Vulnerability to Adversarial Attacks on Convolutional Neural Networks

MRIS: A Multi-modal Retrieval Approach for Image Synthesis on Diverse Modalities

LAVA: Granular Neuron-Level Explainable AI for Alzheimer's Disease Assessment from Fundus Images

Transfer Learning for Real-time Deployment of a Screening Tool for Depression Detection Using Actigraphy

Don't PANIC: Prototypical Additive Neural Network for Interpretable Classification of Alzheimer's Disease

Assessing gender fairness in EEG-based machine learning detection of Parkinson's disease: A multi-center study

Neonatal EEG graded for severity of background abnormalities in hypoxic-ischaemic encephalopathy

Searching for Effective Neural Network Architectures for Heart Murmur Detection from Phonocardiogram

Visualizing Transferred Knowledge: An Interpretive Model of Unsupervised Domain Adaptation

Unsupervised Deep Digital Staining For Microscopic Cell Images Via Knowledge Distillation

Machine Learning-Based Detection of Parkinson's Disease From Resting-State EEG: A Multi-Center Study

Order-Guided Disentangled Representation Learning for Ulcerative Colitis Classification with Limited Labels

Uncertainty-Estimation with Normalized Logits for Out-of-Distribution Detection

Detecting and measuring human gastric peristalsis using magnetically controlled capsule endoscope

Explainable Image Quality Assessments in Teledermatological Photography

Leukemia detection based on microscopic blood smear images using deep learning

HeartBEiT: Vision Transformer for Electrocardiogram Data Improves Diagnostic Performance at Low Sample Sizes

Effect of Random Histogram Equalization on Breast Calcification Analysis Using Deep Learning

One-shot Generative Prior in Hankel-k-space for Parallel Imaging Reconstruction

Challenging mitosis detection algorithms: Global labels allow centroid localization

Classification of Human Monkeypox Disease Using Deep Learning Models and Attention Mechanisms