医学 AI - arXivDaily 专题

2211.15197 2022-11-29 cs.CV 57%

Metric Learning as a Service with Covariance Embedding

Imam Mustafa Kamal, Hyerim Bae, Ling Liu

专题命中医学数据与评测：biomedical(abstract)；分类 cs.CV

2211.13542 2022-11-28 cs.CR cs.LG 57%

A Privacy-Preserving Outsourced Data Model in Cloud Environment

Rishabh Gupta, Ashutosh Kumar Singh

专题命中医学数据与评测：diagnosis(abstract)；分类 cs.LG

2204.13591 2022-11-28 cs.LG cs.AI 57%

Continual Learning for Peer-to-Peer Federated Learning: A Study on Automated Brain Metastasis Identification

Yixing Huang, Christoph Bert, Stefan Fischer, Manuel Schmidt, Arnd Dörfler, Andreas Maier, Rainer Fietkau, Florian Putz

专题命中医学数据与评测：MRI(abstract)；分类 cs.LG

2211.11687 2022-11-22 cs.CV 57%

Unsupervised Echocardiography Registration through Patch-based MLPs and Transformers

Zihao Wang, Yingyu Yang, Maxime Sermesant, Herve Delingette

专题命中医学数据与评测：medical image(abstract)；分类 cs.CV

2211.06034 2022-11-14 cs.LG cs.AI 57%

Does Deep Learning REALLY Outperform Non-deep Machine Learning for Clinical Prediction on Physiological Time Series?

Ke Liao, Wei Wang, Armagan Elibol, Lingzhong Meng, Xu Zhao, Nak Young Chong

专题命中医学数据与评测：diagnosis(abstract)；分类 cs.LG

2211.01645 2022-11-07 stat.ML cs.CR cs.LG stat.ME 57%

Towards federated multivariate statistical process control (FedMSPC)

Du Nguyen Duy, David Gabauer, Ramin Nikzad-Langerodi

专题命中医学数据与评测：diagnosis(abstract)；分类 cs.LG

2210.09290 2022-10-18 cs.CV 57%

Automated Identification of Tree Species by Bark Texture Classification Using Convolutional Neural Networks

Sahil Faizal

专题命中医学数据与评测：diagnosis(abstract)；分类 cs.CV

Comments 11 Pages, 10 Figures and 2 Tables

Journal ref 2022

2210.03419 2022-10-11 cs.CL cs.IR cs.LG 57%

Event Extraction: A Survey

Viet Dac Lai

专题命中医学数据与评测：biomedical(abstract)；分类 cs.LG

Comments 20 pages

2210.00912 2022-10-04 cs.CV 57%

Federated Domain Generalization for Image Recognition via Cross-Client Style Transfer

Junming Chen, Meirui Jiang, Qi Dou, Qifeng Chen

专题命中医学数据与评测：medical image(abstract)；分类 cs.CV

Comments Accepted by WACV 2023

2207.01059 2022-09-26 cs.LG cs.AI cs.HC 57%

Identifying the Context Shift between Test Benchmarks and Production Data

Matthew Groh

专题命中医学数据与评测：diagnosis(abstract)；分类 cs.LG

2209.07118 2022-09-16 cs.CL cs.CV 57%

Align, Reason and Learn: Enhancing Medical Vision-and-Language Pre-training with Knowledge

Zhihong Chen, Guanbin Li, Xiang Wan

专题命中医学数据与评测：medical image(abstract)；分类 cs.CV

Comments Natural Language Processing. 10 pages, 3 figures

2209.07098 2022-09-16 cs.CV cs.CL 57%

Multi-Modal Masked Autoencoders for Medical Vision-and-Language Pre-Training

Zhihong Chen, Yuhao Du, Jinpeng Hu, Yang Liu, Guanbin Li, Xiang Wan, Tsung-Hui Chang

专题命中医学数据与评测：medical image(abstract)；分类 cs.CV

Comments Natural Language Processing. 11 pages, 3 figures

2209.01988 2022-09-07 cs.CV 57%

A Benchmark for Weakly Semi-Supervised Abnormality Localization in Chest X-Rays

Haoqin Ji, Haozhe Liu, Yuexiang Li, Jinheng Xie, Nanjun He, Yawen Huang, Dong Wei, Xinrong Chen, Linlin Shen, Yefeng Zheng

专题命中医学数据与评测：diagnosis(abstract)；分类 cs.CV

Comments Accepted by MICCAI-2022

2207.03414 2022-09-07 cs.CV 57%

Domain Knowledge Driven 3D Dose Prediction Using Moment-Based Loss Function

Gourav Jhanwar, Navdeep Dahiya, Parmida Ghahremani, Masoud Zarepisheh, Saad Nadeem

专题命中医学数据与评测：CT(abstract)；分类 cs.CV

Comments Physics in Medicine & Biology 2022. **First two authors contributed equally. Last two authors are co-senior authors. arXiv admin note: substantial text overlap with arXiv:2106.03705

2208.08848 2022-08-19 cs.CV 57%

A Two-stream Convolutional Network for Musculoskeletal and Neurological Disorders Prediction

Manli Zhu, Qianhui Men, Edmond S. L. Ho, Howard Leung, Hubert P. H. Shum

专题命中医学数据与评测：diagnosis(abstract)；分类 cs.CV

Comments Journal of Medical Systems

2205.10088 2022-08-19 cs.CL cs.LG stat.ML 57%

Semi-self-supervised Automated ICD Coding

Hlynur D. Hlynsson, Steindór Ellertsson, Jón F. Daðason, Emil L. Sigurdsson, Hrafn Loftsson

专题命中医学数据与评测：diagnosis(abstract)；分类 cs.LG

Comments Re-upload comment: added a baseline comparison as well as an analysis of the features

2208.04028 2022-08-09 cs.CV 57%

Deep Computational Model for the Inference of Ventricular Activation Properties

Lei Li, Julia Camps, Abhirup Banerjee, Marcel Beetz, Blanca Rodriguez, Vicente Grau

专题命中医学数据与评测：diagnosis(abstract)；分类 cs.CV

2205.02652 2022-08-09 cs.LG cs.CR 57%

Can collaborative learning be private, robust and scalable?

Dmitrii Usynin, Helena Klause, Johannes C. Paetzold, Daniel Rueckert, Georgios Kaissis

专题命中医学数据与评测：medical image(abstract)；分类 cs.LG

Comments Accepted at MICCAI DeCaF 2022

2204.05737 2022-07-01 cs.CV 57%

LifeLonger: A Benchmark for Continual Disease Classification

Mohammad Mahdi Derakhshani, Ivona Najdenkoska, Tom van Sonsbeek, Xiantong Zhen, Dwarikanath Mahapatra, Marcel Worring, Cees G. M. Snoek

专题命中医学数据与评测：medical image(abstract)；分类 cs.CV

2206.13676 2022-06-29 cs.LG 57%

TTS-CGAN: A Transformer Time-Series Conditional GAN for Biosignal Data Augmentation

Xiaomin Li, Anne Hee Hiong Ngu, Vangelis Metsis

专题命中医学数据与评测：biomedical(abstract)；分类 cs.LG

Comments under review

2102.02849 2022-06-28 cs.LG 57%

Semi-Synchronous Federated Learning for Energy-Efficient Training and Accelerated Convergence in Cross-Silo Settings

Dimitris Stripelis, Jose Luis Ambite

专题命中医学数据与评测：biomedical(abstract)；分类 cs.LG

Comments 30 pages, 12 figures

2206.11045 2022-06-23 eess.AS cs.LG cs.SD 57%

COVYT: Introducing the Coronavirus YouTube and TikTok speech dataset featuring the same speakers with and without infection

Andreas Triantafyllopoulos, Anastasia Semertzidou, Meishu Song, Florian B. Pokorny, Björn W. Schuller

专题命中医学数据与评测：diagnosis(abstract)；分类 cs.LG

2206.08778 2022-06-20 cs.CV cs.AI 57%

CTooth: A Fully Annotated 3D Dataset and Benchmark for Tooth Volume Segmentation on Cone Beam Computed Tomography Images

Weiwei Cui, Yaqi Wang, Qianni Zhang, Huiyu Zhou, Dan Song, Xingyong Zuo, Gangyong Jia, Liaoyuan Zeng

专题命中医学数据与评测：diagnosis(abstract)；分类 cs.CV

2106.13973 2022-06-17 cs.CL cs.CR cs.LG 57%

Benchmarking Differential Privacy and Federated Learning for BERT Models

Priyam Basu, Tiasa Singha Roy, Rakshit Naidu, Zumrut Muftuoglu, Sahib Singh, Fatemehsadat Mireshghallah

专题命中医学数据与评测：diagnosis(abstract)；分类 cs.LG

Comments 4 pages, 3 tables, 1 figure

2206.07522 2022-06-16 eess.SP 57%

Explainable AI for Suicide Risk Assessment Using Eye Activities and Head Gestures

Siyu Liu, Catherine Lu, Sharifa Alghowinem, Lea Gotoh, Cynthia Breazeal, Hae Won Park

专题命中医学数据与评测：diagnosis(abstract)；分类 eess.SP

Comments Artificial Intelligence in HCI. HCII 2022

2205.14761 2022-06-09 cs.LG cs.CL stat.ML 57%

Modeling Disagreement in Automatic Data Labelling for Semi-Supervised Learning in Clinical Natural Language Processing

Hongshu Liu, Nabeel Seedat, Julia Ive

专题命中医学数据与评测：radiology(abstract)；分类 cs.LG

Comments 7 pages, *Equal contribution

2205.12109 2022-05-25 cs.LG cs.DS 57%

Federated singular value decomposition for high dimensional data

Anne Hartebrodt, Richard Röttger, David B. Blumenthal

专题命中医学数据与评测：biomedical(abstract)；分类 cs.LG

Comments 36 pages, 7 figures, 5 tables, submitted to Data Mining and Knowledge Discovery

2205.03220 2022-05-09 eess.SP cs.CY 57%

Internet of Things and Health Care in Pandemic COVID-19: System Requirements Evaluation

Hasan Naji, Nicolae Goga, Ammar Karkar, Iuliana Marin, Haider Abdullah Ali

专题命中医学数据与评测：diagnosis(abstract)；分类 eess.SP

Comments 6 pages, 5 figures

2205.01892 2022-05-05 cs.CV 57%

Unsupervised Domain Adaptation Learning for Hierarchical Infant Pose Recognition with Synthetic Data

Cheng-Yen Yang, Zhongyu Jiang, Shih-Yu Gu, Jenq-Neng Hwang, Jang-Hee Yoo

专题命中医学数据与评测：diagnosis(abstract)；分类 cs.CV

Comments Accepted as a conference paper at ICME 2022

2203.02552 2022-04-14 cs.LG 57%

A streamable large-scale clinical EEG dataset for Deep Learning

Dung Truong, Manisha Sinha, Kannan Umadevi Venkataraju, Michael Milham, Arnaud Delorme

专题命中医学数据与评测：biomedical(abstract)；分类 cs.LG

1. 医学数据与评测 2125 篇

Metric Learning as a Service with Covariance Embedding

A Privacy-Preserving Outsourced Data Model in Cloud Environment

Continual Learning for Peer-to-Peer Federated Learning: A Study on Automated Brain Metastasis Identification

Unsupervised Echocardiography Registration through Patch-based MLPs and Transformers

Does Deep Learning REALLY Outperform Non-deep Machine Learning for Clinical Prediction on Physiological Time Series?

Towards federated multivariate statistical process control (FedMSPC)

Automated Identification of Tree Species by Bark Texture Classification Using Convolutional Neural Networks

Event Extraction: A Survey

Federated Domain Generalization for Image Recognition via Cross-Client Style Transfer

Identifying the Context Shift between Test Benchmarks and Production Data

Align, Reason and Learn: Enhancing Medical Vision-and-Language Pre-training with Knowledge

Multi-Modal Masked Autoencoders for Medical Vision-and-Language Pre-Training

A Benchmark for Weakly Semi-Supervised Abnormality Localization in Chest X-Rays

Domain Knowledge Driven 3D Dose Prediction Using Moment-Based Loss Function

A Two-stream Convolutional Network for Musculoskeletal and Neurological Disorders Prediction

Semi-self-supervised Automated ICD Coding

Deep Computational Model for the Inference of Ventricular Activation Properties

Can collaborative learning be private, robust and scalable?

LifeLonger: A Benchmark for Continual Disease Classification

TTS-CGAN: A Transformer Time-Series Conditional GAN for Biosignal Data Augmentation

Semi-Synchronous Federated Learning for Energy-Efficient Training and Accelerated Convergence in Cross-Silo Settings

COVYT: Introducing the Coronavirus YouTube and TikTok speech dataset featuring the same speakers with and without infection

CTooth: A Fully Annotated 3D Dataset and Benchmark for Tooth Volume Segmentation on Cone Beam Computed Tomography Images

Benchmarking Differential Privacy and Federated Learning for BERT Models

Explainable AI for Suicide Risk Assessment Using Eye Activities and Head Gestures

Modeling Disagreement in Automatic Data Labelling for Semi-Supervised Learning in Clinical Natural Language Processing

Federated singular value decomposition for high dimensional data

Internet of Things and Health Care in Pandemic COVID-19: System Requirements Evaluation

Unsupervised Domain Adaptation Learning for Hierarchical Infant Pose Recognition with Synthetic Data

A streamable large-scale clinical EEG dataset for Deep Learning