医学 AI - arXivDaily 专题

2105.05173 2021-05-12 physics.flu-dyn cs.LG physics.comp-ph 57%

U-Net-Based Surrogate Model For Evaluation of Microfluidic Channels

Quang Tuyen Le, Pao-Hsiung Chiu, Chin Chun Ooi

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

Comments 10 pages, 7 figures

2105.02869 2021-05-07 q-bio.QM cs.LG eess.IV stat.AP 57%

Estimating Reproducible Functional Networks Associated with Task Dynamics using Unsupervised LSTMs

Nicha C. Dvornek, Pamela Ventola, James S. Duncan

专题命中医学数据与评测：biomedical(comments,journal_ref)；分类 cs.LG、q-bio、eess.IV

Comments IEEE International Symposium on Biomedical Imaging (ISBI) 2020

Journal ref 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), 2020, p. 1395-1398

2104.09052 2021-05-06 cs.LG 57%

Metadata Normalization

Mandy Lu, Qingyu Zhao, Jiequan Zhang, Kilian M. Pohl, Li Fei-Fei, Juan Carlos Niebles, Ehsan Adeli

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

Comments Accepted to CVPR 2021. Project page: https://mml.stanford.edu/MDN/

2104.12471 2021-04-27 cs.CV cs.AI cs.CL cs.IR cs.MM 57%

Contextualized Keyword Representations for Multi-modal Retinal Image Captioning

Jia-Hong Huang, Ting-Wei Wu, Marcel Worring

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

Comments This paper is accepted by ACM International Conference on Multimedia Retrieval (ICMR), 2021

2101.02997 2021-03-25 stat.ML cs.CR cs.LG 57%

Differentially Private Federated Learning for Cancer Prediction

Constance Beguier, Jean Ogier du Terrail, Iqraa Meah, Mathieu Andreux, Eric W. Tramel

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

2008.13690 2021-03-25 cs.LG stat.ML 57%

Evaluation of machine learning algorithms for Health and Wellness applications: a tutorial

Jussi Tohka, Mark van Gils

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

Comments To be published in Computers in Biology and Medicine

2103.11059 2021-03-23 cs.CV 57%

Automatic Quantification of Facial Asymmetry using Facial Landmarks

Abu Md Niamul Taufique, Andreas Savakis, Jonathan Leckenby

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

Comments 5 pages, 4 figures

Journal ref 2019 IEEE Western New York Image and Signal Processing Workshop (WNYISPW)

2003.09514 2021-03-02 cs.CV 57%

Fast Symmetric Diffeomorphic Image Registration with Convolutional Neural Networks

Tony C. W. Mok, Albert C. S. Chung

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

Comments Accepted to CVPR 2020

2102.13644 2021-03-01 cs.CV 57%

Surgical Visual Domain Adaptation: Results from the MICCAI 2020 SurgVisDom Challenge

Aneeq Zia, Kiran Bhattacharyya, Xi Liu, Ziheng Wang, Satoshi Kondo, Emanuele Colleoni, Beatrice van Amsterdam, Razeen Hussain, Raabid Hussain, Lena Maier-Hein, Danail Stoyanov, Stefanie Speidel, Anthony Jarc

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

Comments Results from SurgVisDom 2020 challenge held at MICCAI 2020

2102.09751 2021-02-22 cs.CR cs.LG 57%

PRICURE: Privacy-Preserving Collaborative Inference in a Multi-Party Setting

Ismat Jarin, Birhanu Eshete

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

Comments 12 pages, 9 figures, to appear in the proceedings of the 7th ACM International Workshop on Security and Privacy Analytics (IWSPA'21) co-located with ACM CODASPY'21

2102.07978 2021-02-17 cs.CV cs.AI 57%

A Benchmark of Ocular Disease Intelligent Recognition: One Shot for Multi-disease Detection

Ning Li, Tao Li, Chunyu Hu, Kai Wang, Hong Kang

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

Comments 17 pages

2009.03510 2021-02-12 cs.LG cs.CR stat.ML 57%

FedCM: A Real-time Contribution Measurement Method for Participants in Federated Learning

Boyi Liu, Bingjie Yan, Yize Zhou, Zhixuan Liang, Cheng-Zhong Xu

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

2101.04240 2021-01-19 cs.CV 57%

Lesion2Vec: Deep Metric Learning for Few-Shot Multiple Lesions Recognition in Wireless Capsule Endoscopy Video

Sodiq Adewole, Philip Fernandez, Michelle Yeghyayan, James Jablonski, Andrew Copland, Michael Porter, Sana Syed, Donald Brown

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

2008.09772 2020-11-12 cs.CV 57%

A Benchmark for Studying Diabetic Retinopathy: Segmentation, Grading, and Transferability

Yi Zhou, Boyang Wang, Lei Huang, Shanshan Cui, Ling Shao

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

Journal ref IEEE Transactions on Medical Imaging (2020)

2011.03195 2020-11-09 cs.LG cs.AI 57%

Explainable AI meets Healthcare: A Study on Heart Disease Dataset

Devam Dave, Het Naik, Smiti Singhal, Pankesh Patel

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

Comments 23

2009.10401 2020-10-27 cs.DC cs.LG 57%

Dynamic Fusion based Federated Learning for COVID-19 Detection

Weishan Zhang, Tao Zhou, Qinghua Lu, Xiao Wang, Chunsheng Zhu, Haoyun Sun, Zhipeng Wang, Sin Kit Lo, Fei-Yue Wang

专题命中医学数据与评测：CT(abstract)；分类 cs.LG

2010.12435 2020-10-26 cs.CV 57%

Pathological Visual Question Answering

Xuehai He, Zhuo Cai, Wenlan Wei, Yichen Zhang, Luntian Mou, Eric Xing, Pengtao Xie

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

Comments arXiv admin note: text overlap with arXiv:2003.10286

2010.04661 2020-10-12 cs.LG 57%

Using Graph Neural Networks for Mass Spectrometry Prediction

Hao Zhu, Liping Liu, Soha Hassoun

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

Comments 4 pages, 3 figures, submitting to MLCB

2010.01149 2020-10-06 cs.LG stat.ML 57%

Evaluating Progress on Machine Learning for Longitudinal Electronic Healthcare Data

David Bellamy, Leo Celi, Andrew L. Beam

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

2009.11460 2020-09-25 eess.SP 57%

Deep Bayesian U-Nets for Efficient, Robust and Reliable Post-Disaster Damage Localization

Xiao Liang, Seyed Omid Sajedi

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

2009.08674 2020-09-21 cs.CV 57%

TopNet: Topology Preserving Metric Learning for Vessel Tree Reconstruction and Labelling

Deepak Keshwani, Yoshiro Kitamura, Satoshi Ihara, Satoshi Iizuka, Edgar Simo-Serra

专题命中医学数据与评测：CT(abstract)；分类 cs.CV

Comments Accepted in MICCAI 2020

2009.02845 2020-09-08 cs.LG cs.CR cs.DC stat.ML 57%

Fast and Secure Distributed Nonnegative Matrix Factorization

Yuqiu Qian, Conghui Tan, Danhao Ding, Hui Li, Nikos Mamoulis

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

Comments Published in IEEE Transactions on Knowledge and Data Engineering (TKDE). This arXiv version includes the appendices with additional proofs

2009.01571 2020-09-04 cs.LG stat.ML 57%

MixBoost: Synthetic Oversampling with Boosted Mixup for Handling Extreme Imbalance

Anubha Kabra, Ayush Chopra, Nikaash Puri, Pinkesh Badjatiya, Sukriti Verma, Piyush Gupta, Balaji K

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

Comments Work done as part of internship at MDSR

1911.06270 2020-08-24 cs.LG 57%

Federated Learning for Healthcare Informatics

Jie Xu, Benjamin S. Glicksberg, Chang Su, Peter Walker, Jiang Bian, Fei Wang

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

Comments 18 pages

2008.06668 2020-08-18 cs.LG stat.ML 57%

Accountable Off-Policy Evaluation With Kernel Bellman Statistics

Yihao Feng, Tongzheng Ren, Ziyang Tang, Qiang Liu

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

Comments 22 pages, 4 figures, ICML 2020

2008.03410 2020-08-13 eess.IV 57%

OCMR (v1.0)--Open-Access Multi-Coil k-Space Dataset for Cardiovascular Magnetic Resonance Imaging

Chong Chen, Yingmin Liu, Philip Schniter, Matthew Tong, Karolina Zareba, Orlando Simonetti, Lee Potter, Rizwan Ahmad

专题命中医学数据与评测：MRI(abstract)；分类 eess.IV

2007.08763 2020-07-20 cs.CV 57%

AE-Net: Autonomous Evolution Image Fusion Method Inspired by Human Cognitive Mechanism

Aiqing Fang, Xinbo Zhao, Jiaqi Yang, Shihao Cao, Yanning Zhang

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

2007.04399 2020-07-10 cs.CR cs.HC cs.LG cs.NI 57%

Epidemic Exposure Notification with Smartwatch: A Proximity-Based Privacy-Preserving Approach

Pai Chet Ng, Petros Spachos, Stefano Gregori, Konstantinos Plataniotis

专题命中医学数据与评测：CT(abstract)；分类 cs.LG

2002.10944 2020-06-30 cs.CR cs.LG 57%

Optimizing Privacy-Preserving Outsourced Convolutional Neural Network Predictions

Minghui Li, Sherman S. M. Chow, Shengshan Hu, Yuejing Yan, Chao Shen, Qian Wang

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

1712.07798 2020-06-03 cs.CV 57%

Deep learning for predicting refractive error from retinal fundus images

Avinash V. Varadarajan, Ryan Poplin, Katy Blumer, Christof Angermueller, Joe Ledsam, Reena Chopra, Pearse A. Keane, Greg S. Corrado, Lily Peng, Dale R. Webster

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

Journal ref Investigative Ophthalmology & Visual Science (2018)

1. 医学数据与评测 2125 篇

U-Net-Based Surrogate Model For Evaluation of Microfluidic Channels

Estimating Reproducible Functional Networks Associated with Task Dynamics using Unsupervised LSTMs

Metadata Normalization

Contextualized Keyword Representations for Multi-modal Retinal Image Captioning

Differentially Private Federated Learning for Cancer Prediction

Evaluation of machine learning algorithms for Health and Wellness applications: a tutorial

Automatic Quantification of Facial Asymmetry using Facial Landmarks

Fast Symmetric Diffeomorphic Image Registration with Convolutional Neural Networks

Surgical Visual Domain Adaptation: Results from the MICCAI 2020 SurgVisDom Challenge

PRICURE: Privacy-Preserving Collaborative Inference in a Multi-Party Setting

A Benchmark of Ocular Disease Intelligent Recognition: One Shot for Multi-disease Detection

FedCM: A Real-time Contribution Measurement Method for Participants in Federated Learning

Lesion2Vec: Deep Metric Learning for Few-Shot Multiple Lesions Recognition in Wireless Capsule Endoscopy Video

A Benchmark for Studying Diabetic Retinopathy: Segmentation, Grading, and Transferability

Explainable AI meets Healthcare: A Study on Heart Disease Dataset

Dynamic Fusion based Federated Learning for COVID-19 Detection

Pathological Visual Question Answering

Using Graph Neural Networks for Mass Spectrometry Prediction

Evaluating Progress on Machine Learning for Longitudinal Electronic Healthcare Data

Deep Bayesian U-Nets for Efficient, Robust and Reliable Post-Disaster Damage Localization

TopNet: Topology Preserving Metric Learning for Vessel Tree Reconstruction and Labelling

Fast and Secure Distributed Nonnegative Matrix Factorization

MixBoost: Synthetic Oversampling with Boosted Mixup for Handling Extreme Imbalance

Federated Learning for Healthcare Informatics

Accountable Off-Policy Evaluation With Kernel Bellman Statistics

OCMR (v1.0)--Open-Access Multi-Coil k-Space Dataset for Cardiovascular Magnetic Resonance Imaging

AE-Net: Autonomous Evolution Image Fusion Method Inspired by Human Cognitive Mechanism

Epidemic Exposure Notification with Smartwatch: A Proximity-Based Privacy-Preserving Approach

Optimizing Privacy-Preserving Outsourced Convolutional Neural Network Predictions

Deep learning for predicting refractive error from retinal fundus images