医学 AI - arXivDaily 专题

1812.00279 2018-12-04 cs.LG stat.ML 57%

Interpretable Graph Convolutional Neural Networks for Inference on Noisy Knowledge Graphs

Daniel Neil, Joss Briody, Alix Lacoste, Aaron Sim, Paidi Creed, Amir Saffari

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

Comments Machine Learning for Health (ML4H) Workshop at NeurIPS 2018 arXiv:1811.07216

1811.11705 2018-11-29 cs.LG cs.CR stat.ML 57%

An Adversarial Approach for Explainable AI in Intrusion Detection Systems

Daniel L. Marino, Chathurika S. Wickramasinghe, Milos Manic

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

1709.10380 2018-11-16 cs.LG 57%

An Empirical Evaluation of Rule Extraction from Recurrent Neural Networks

Qinglong Wang, Kaixuan Zhang, Alexander G. Ororbia, Xinyu Xing, Xue Liu, C. Lee Giles

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

1811.05259 2018-11-14 cs.LG stat.ML 57%

How Secure are Deep Learning Algorithms from Side-Channel based Reverse Engineering?

Manaar Alam, Debdeep Mukhopadhyay

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

1808.07592 2018-08-24 cs.CV 57%

Generating Magnetic Resonance Spectroscopy Imaging Data of Brain Tumours from Linear, Non-Linear and Deep Learning Models

Nathan J Olliverre, Guang Yang, Gregory Slabaugh, Constantino Carlos Reyes-Aldasoro, Eduardo Alonso

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

Comments 9 pages, 4 figures, 2 tables, to be presented at Simulation and Synthesis in Medical Imaging (SASHIMI) 2018 and published in the book Simulation and Synthesis in Medical Imaging, Lecture Notes in Computer Science series, Volume 11037

1808.07168 2018-08-23 cs.LG cs.AI cs.PF stat.ML 57%

On Deep Neural Networks for Detecting Heart Disease

Nathalie-Sofia Tomov, Stanimire Tomov

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

Comments 10 pages, 5 figures

1705.07663 2018-08-22 cs.CR cs.LG 57%

LOGAN: Membership Inference Attacks Against Generative Models

Jamie Hayes, Luca Melis, George Danezis, Emiliano De Cristofaro

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

Journal ref Proceedings on Privacy Enhancing Technologies (PoPETs), Vol. 2019, Issue 1

1807.07510 2018-07-31 cs.CV 57%

A Strategy of MR Brain Tissue Images' Suggestive Annotation Based on Modified U-Net

Yang Deng, Yao Sun, Yongpei Zhu, Mingwang Zhu, Wei Han, Kehong Yuan

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

1805.01026 2018-07-18 cs.CV 57%

Computing CNN Loss and Gradients for Pose Estimation with Riemannian Geometry

Benjamin Hou, Nina Miolane, Bishesh Khanal, Matthew C. H. Lee, Amir Alansary, Steven McDonagh, Jo V. Hajnal, Daniel Rueckert, Ben Glocker, Bernhard Kainz

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

1806.05009 2018-07-17 cs.LG stat.ML 57%

Tree Edit Distance Learning via Adaptive Symbol Embeddings

Benjamin Paaßen, Claudio Gallicchio, Alessio Micheli, Barbara Hammer

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

Comments Paper at the International Conference of Machine Learning (2018), 2018-07-10 to 2018-07-15 in Stockholm, Sweden

Journal ref Proceedings of Machine Learning Research 80 (2018) 3973-3982

1807.03434 2018-07-11 cs.CV 57%

Unsupervised Domain Adaptation for Automatic Estimation of Cardiothoracic Ratio

Nanqing Dong, Michael Kampffmeyer, Xiaodan Liang, Zeya Wang, Wei Dai, Eric P. Xing

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

Comments Accepted by MICCAI 2018

1807.01705 2018-07-06 cs.LG stat.ML 57%

Transfer Learning for Clinical Time Series Analysis using Recurrent Neural Networks

Priyanka Gupta, Pankaj Malhotra, Lovekesh Vig, Gautam Shroff

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

Comments Accepted at Machine Learning for Medicine and Healthcare Workshop at ACM KDD 2018 Conference

1710.09289 2018-05-23 cs.CV 57%

Automated cardiovascular magnetic resonance image analysis with fully convolutional networks

Wenjia Bai, Matthew Sinclair, Giacomo Tarroni, Ozan Oktay, Martin Rajchl, Ghislain Vaillant, Aaron M. Lee, Nay Aung, Elena Lukaschuk, Mihir M. Sanghvi, Filip Zemrak, Kenneth Fung, Jose Miguel Paiva, Valentina Carapella, Young Jin Kim, Hideaki Suzuki, Bernhard Kainz, Paul M. Matthews, Steffen E. Petersen, Stefan K. Piechnik, Stefan Neubauer, Ben Glocker, Daniel Rueckert

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

Comments Accepted for publication by Journal of Cardiovascular Magnetic Resonance

1805.07123 2018-05-21 cs.LG stat.ML 57%

Tree Edit Distance Learning via Adaptive Symbol Embeddings: Supplementary Materials and Results

Benjamin Paaßen

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

Comments Supplementary Materials and additional Results for the ICML 2018 paper Tree Edit Distance Learning via Adaptive Symbol Embeddings

1804.10801 2018-05-08 cs.LG stat.ML 57%

A Cost-Sensitive Deep Belief Network for Imbalanced Classification

Chong Zhang, Kay Chen Tan, Haizhou Li, Geok Soon Hong

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

Comments 13 pages, 9 figures, accepted by IEEE TNNLS

1804.10735 2018-05-01 cs.CV 57%

Deep Learning based Inter-Modality Image Registration Supervised by Intra-Modality Similarity

Xiaohuan Cao, Jianhua Yang, Li Wang, Zhong Xue, Qian Wang, Dinggang Shen

专题命中医学数据与评测：CT(abstract)；分类 cs.CV

Comments 8 pages, 4 figures

1712.02854 2017-12-11 cs.CV physics.geo-ph stat.ML 57%

Stochastic reconstruction of an oolitic limestone by generative adversarial networks

Lukas Mosser, Olivier Dubrule, Martin J. Blunt

专题命中医学数据与评测：CT(abstract)；分类 cs.CV

Comments 22 pages, 14 figures

1711.11117 2017-12-01 cs.CV 57%

Towards Alzheimer's Disease Classification through Transfer Learning

Marcia Hon, Naimul Khan

专题命中医学数据与评测：MRI(abstract)；分类 cs.CV

Comments Presented at IEEE BIBM 2017

1611.08648 2017-10-17 cs.CR cs.CY cs.LG stat.ML 57%

Patient-Driven Privacy Control through Generalized Distillation

Z. Berkay Celik, David Lopez-Paz, Patrick McDaniel

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

Comments IEEE Symposium on Privacy-Aware Computing (IEEE PAC), 2017

1705.08197 2017-05-24 stat.ML cs.LG 57%

Learning to Succeed while Teaching to Fail: Privacy in Closed Machine Learning Systems

Jure Sokolic, Qiang Qiu, Miguel R. D. Rodrigues, Guillermo Sapiro

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

Comments 14 pages, 1 figure

1605.04369 2017-05-03 cs.CV 57%

Neural Dataset Generality

Ragav Venkatesan, Vijetha Gattupalli, Baoxin Li

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

Comments Long version of the paper accepted at IEEE International Conference on Image Processing 2016

1603.06995 2016-05-12 cs.CV 57%

Multi-Scale Convolutional Neural Networks for Time Series Classification

Zhicheng Cui, Wenlin Chen, Yixin Chen

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

1604.06730 2016-04-25 cs.NE cs.LG stat.ML 57%

Developing an ICU scoring system with interaction terms using a genetic algorithm

Chee Chun Gan, Gerard Learmonth

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

Comments 21 pages, 6 tables, 2 appendices

1501.02702 2015-01-13 cs.LG 57%

Max-Cost Discrete Function Evaluation Problem under a Budget

Feng Nan, Joseph Wang, Venkatesh Saligrama

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

1309.2796 2014-07-29 cs.DS cs.AI cs.LG 57%

Decision Trees for Function Evaluation - Simultaneous Optimization of Worst and Expected Cost

Ferdinando Cicalese, Eduardo Laber, Aline Medeiros Saettler

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

Comments A preliminary version of this paper was accepted for presentation at ICML 2014

1206.7112 2012-07-02 cs.LG cs.IR stat.ML 57%

A Hybrid Method for Distance Metric Learning

Yi-Hao Kao, Benjamin Van Roy, Daniel Rubin, Jiajing Xu, Jessica Faruque, Sandy Napel

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

1009.1020 2010-09-07 cs.CV 57%

An Improved Objective Evaluation Measure for Border Detection in Dermoscopy Images

M. Emre Celebi, Gerald Schaefer, Hitoshi Iyatomi, William V. Stoecker, Joseph M. Malters, James M. Grichnik

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

Journal ref Skin Research and Technology 15 (2009) 444-450

physics/9902024 2009-12-01 physics.bio-ph q-bio 57%

Locomotion and proliferation of glioblastoma cells in vitro: statistical evaluation of videomicroscopic observations

B. Hegedus, A. Czirok, I. Fazekas, T. Babel, E. Madarasz, T. Vicsek

专题命中医学数据与评测：diagnosis(abstract)；分类 q-bio

Comments 16 pages incl. figures

2507.04814 2025-07-08 cs.CV cs.LG eess.IV 56%

UDF-GMA: Uncertainty Disentanglement and Fusion for General Movement Assessment

Zeqi Luo, Ali Gooya, Edmond S. L. Ho

机构 * School of Computing Science University of Glasgow（计算科学学院格拉斯哥大学）

专题命中医学数据与评测：分类 cs.CV、cs.LG、eess.IV；biomedical(comments)

Comments This work has been accepted for publication in IEEE Journal of Biomedical and Health Informatics (J-BHI)

2309.17329 2024-10-21 cs.CV cs.AI cs.GR cs.LG eess.IV 56%

Efficient Anatomical Labeling of Pulmonary Tree Structures via Deep Point-Graph Representation-based Implicit Fields

Kangxian Xie, Jiancheng Yang, Donglai Wei, Ziqiao Weng, Pascal Fua

专题命中医学数据与评测：分类 cs.CV、cs.LG、eess.IV；medical image(comments)

Comments Accepted by Medical Image Analysis

1. 医学数据与评测 2136 篇

Interpretable Graph Convolutional Neural Networks for Inference on Noisy Knowledge Graphs

An Adversarial Approach for Explainable AI in Intrusion Detection Systems

An Empirical Evaluation of Rule Extraction from Recurrent Neural Networks

How Secure are Deep Learning Algorithms from Side-Channel based Reverse Engineering?

Generating Magnetic Resonance Spectroscopy Imaging Data of Brain Tumours from Linear, Non-Linear and Deep Learning Models

On Deep Neural Networks for Detecting Heart Disease

LOGAN: Membership Inference Attacks Against Generative Models

A Strategy of MR Brain Tissue Images' Suggestive Annotation Based on Modified U-Net

Computing CNN Loss and Gradients for Pose Estimation with Riemannian Geometry

Tree Edit Distance Learning via Adaptive Symbol Embeddings

Unsupervised Domain Adaptation for Automatic Estimation of Cardiothoracic Ratio

Transfer Learning for Clinical Time Series Analysis using Recurrent Neural Networks

Automated cardiovascular magnetic resonance image analysis with fully convolutional networks

Tree Edit Distance Learning via Adaptive Symbol Embeddings: Supplementary Materials and Results

A Cost-Sensitive Deep Belief Network for Imbalanced Classification

Deep Learning based Inter-Modality Image Registration Supervised by Intra-Modality Similarity

Stochastic reconstruction of an oolitic limestone by generative adversarial networks

Towards Alzheimer's Disease Classification through Transfer Learning

Patient-Driven Privacy Control through Generalized Distillation

Learning to Succeed while Teaching to Fail: Privacy in Closed Machine Learning Systems

Neural Dataset Generality

Multi-Scale Convolutional Neural Networks for Time Series Classification

Developing an ICU scoring system with interaction terms using a genetic algorithm

Max-Cost Discrete Function Evaluation Problem under a Budget

Decision Trees for Function Evaluation - Simultaneous Optimization of Worst and Expected Cost

A Hybrid Method for Distance Metric Learning

An Improved Objective Evaluation Measure for Border Detection in Dermoscopy Images

Locomotion and proliferation of glioblastoma cells in vitro: statistical evaluation of videomicroscopic observations

UDF-GMA: Uncertainty Disentanglement and Fusion for General Movement Assessment

Efficient Anatomical Labeling of Pulmonary Tree Structures via Deep Point-Graph Representation-based Implicit Fields