医学 AI - arXivDaily 专题

2003.05747 2020-03-13 cs.LG stat.ML 57%

Fast local linear regression with anchor regularization

Mathis Petrovich, Makoto Yamada

专题命中生物医学文本：biomedical(abstract)；分类 cs.LG

2002.05635 2020-02-14 cs.LG stat.ML 57%

AGATHA: Automatic Graph-mining And Transformer based Hypothesis generation Approach

Justin Sybrandt, Ilya Tyagin, Michael Shtutman, Ilya Safro

专题命中生物医学文本：biomedical(abstract)；分类 cs.LG

2002.02241 2020-02-07 eess.SP 57%

Application of multi-objective optimization to blind source separation

Guilherme Dean Pelegrina, Romis Attux, Leonardo Tomazeli Duarte

专题命中生物医学文本：biomedical(abstract)；分类 eess.SP

Journal ref Expert Systems with Applications, Volume 131, Pages 60--70, October 2019

1905.08871 2020-02-05 cs.LG stat.ML 57%

Measuring the effects of confounders in medical supervised classification problems: the Confounding Index (CI)

Elisa Ferrari, Alessandra Retico, Davide Bacciu

专题命中生物医学文本：biomedical(abstract)；分类 cs.LG

Comments This is the accepted manuscript. The edited version is freely available until 23/03/2020 at the following link: https://authors.elsevier.com/a/1aVYZ3KEGa9GJo

Journal ref Artificial Intelligence in Medicine, 101804 (2020)

2001.06556 2020-01-22 eess.SP 57%

Using Double Contractions to Derive the Structure of Slice-Wise Multiplications of Tensors with Applications to Semi-Blind MIMO OFDM

Kristina Naskovska, André L. F. de Almeida, Martin Haardt

专题命中生物医学文本：biomedical(abstract)；分类 eess.SP

1912.11713 2019-12-30 cs.LG stat.ML 57%

Scalable Gaussian Process Regression for Kernels with a Non-Stationary Phase

Jan Graßhoff, Alexandra Jankowski, Philipp Rostalski

专题命中生物医学文本：biomedical(abstract)；分类 cs.LG

1912.10166 2019-12-24 cs.CL cs.LG stat.ML 57%

MedCAT -- Medical Concept Annotation Tool

Zeljko Kraljevic, Daniel Bean, Aurelie Mascio, Lukasz Roguski, Amos Folarin, Angus Roberts, Rebecca Bendayan, Richard Dobson

专题命中生物医学文本：biomedical(abstract)；分类 cs.LG

Comments Preprint, 25 pages, 5 figures and 4 tables

1904.02644 2019-12-18 physics.optics eess.IV 57%

Characterising optical fibre transmission matrices using metasurface reflector stacks for lensless imaging without distal access

George S. D. Gordon, Milana Gataric, Alberto Gil C. P. Ramos, Ralf Mouthaan, Calum Williams, Jonghee Yoon, Timothy D. Wilkinson, Sarah E. Bohndiek

专题命中生物医学文本：biomedical(abstract)；分类 eess.IV

Comments Main text: 38 pages, 9 Figures, Appendices: 26 pages, 6 Figures. Corrected author affiliation

Journal ref Phys. Rev. X 9, 041050 (2019)

1912.03306 2019-12-10 stat.ML cs.LG math.ST stat.TH 57%

Asymptotic Unbiasedness of the Permutation Importance Measure in Random Forest Models

Burim Ramosaj, Markus Pauly

专题命中生物医学文本：biomedical(abstract)；分类 cs.LG

1911.06910 2019-11-27 cs.CL cs.IR cs.LG 57%

CNN-based Dual-Chain Models for Knowledge Graph Learning

Bo Peng, Renqiang Min, Xia Ning

专题命中生物医学文本：biomedical(abstract)；分类 cs.LG

1911.04427 2019-11-12 cs.CL cs.IR cs.LG 57%

Sequence-to-Set Semantic Tagging: End-to-End Multi-label Prediction using Neural Attention for Complex Query Reformulation and Automated Text Categorization

Manirupa Das, Juanxi Li, Eric Fosler-Lussier, Simon Lin, Soheil Moosavinasab, Steve Rust, Yungui Huang, Rajiv Ramnath

专题命中生物医学文本：biomedical(abstract)；分类 cs.LG

Comments 8 pages, 4 figures, 1 table

1908.09364 2019-11-12 cs.LG stat.ML 57%

Adversarial Edit Attacks for Tree Data

Benjamin Paaßen

专题命中生物医学文本：biomedical(abstract)；分类 cs.LG

Comments accepted at the 20th International Conference on Intelligent Data Engineering and Automated Learning (IDEAL)

Journal ref Proc. IDEAL 20 (2019) 359-366

1911.00473 2019-11-04 cs.CL cs.AI cs.LG 57%

BERT Goes to Law School: Quantifying the Competitive Advantage of Access to Large Legal Corpora in Contract Understanding

Emad Elwany, Dave Moore, Gaurav Oberoi

专题命中生物医学文本：biomedical(abstract)；分类 cs.LG

1911.00313 2019-11-04 cs.LG stat.ML 57%

Deep Bidirectional Transformers for Relation Extraction without Supervision

Yannis Papanikolaou, Ian Roberts, Andrea Pierleoni

专题命中生物医学文本：biomedical(abstract)；分类 cs.LG

Journal ref EMNLP DeepLo workshop 2019

1910.13444 2019-10-31 physics.comp-ph cs.LG stat.ML 57%

Highly-scalable, physics-informed GANs for learning solutions of stochastic PDEs

Liu Yang, Sean Treichler, Thorsten Kurth, Keno Fischer, David Barajas-Solano, Josh Romero, Valentin Churavy, Alexandre Tartakovsky, Michael Houston, Prabhat, George Karniadakis

专题命中生物医学文本：biomedical(abstract)；分类 cs.LG

Comments 3rd Deep Learning on Supercomputers Workshop (DLS) at SC19

1910.06939 2019-10-16 stat.ML cs.LG stat.ME 57%

Learning Sample-Specific Models with Low-Rank Personalized Regression

Benjamin Lengerich, Bryon Aragam, Eric P. Xing

专题命中生物医学文本：biomedical(abstract)；分类 cs.LG

Comments Accepted at NeurIPS 2019

1910.03928 2019-10-10 eess.IV 57%

A New Deep Learning Method for Image Deblurring in Optical Microscopic Systems

Huangxuan Zhao, Ziwen Ke, Ningbo Chen, Ke Li, Lidai Wang, Xiaojing Gong, Wei Zheng, Liang Song, Zhicheng Liu, Dong Liang, Chengbo Liu

专题命中生物医学文本：biomedical(abstract)；分类 eess.IV

1910.00314 2019-10-03 cs.LG cs.CL cs.IR stat.ML 57%

BioNLP-OST 2019 RDoC Tasks: Multi-grain Neural Relevance Ranking Using Topics and Attention Based Query-Document-Sentence Interactions

Yatin Chaudhary, Pankaj Gupta, Hinrich Schütze

专题命中生物医学文本：biomedical(abstract)；分类 cs.LG

Comments EMNLP2019, 10 pages, 2 figures, 7 tables

1909.03881 2019-09-10 cs.LG cs.AI cs.CL cs.IT math.IT stat.ML 57%

Nearly-Unsupervised Hashcode Representations for Relation Extraction

Sahil Garg, Aram Galstyan, Greg Ver Steeg, Guillermo Cecchi

专题命中生物医学文本：biomedical(abstract)；分类 cs.LG

Comments Proceedings of EMNLP-19

1908.08610 2019-08-26 cs.LG stat.ML 57%

Viability of machine learning to reduce workload in systematic review screenings in the health sciences: a working paper

Muhammad Maaz

专题命中生物医学文本：biomedical(abstract)；分类 cs.LG

Comments 10 pages, 2 figures, 6 tables

1908.08130 2019-08-23 eess.SP cs.SY eess.SY 57%

cSeiz: An Edge-Device for Accurate Seizure Detection and Control for Smart Healthcare

Md Abu Sayeed, Saraju P. Mohanty, Elias Kougianos

专题命中生物医学文本：biomedical(abstract)；分类 eess.SP

Comments 24 pages, 16 figures

1807.09741 2019-08-22 cs.LG stat.ML 57%

PADME: A Deep Learning-based Framework for Drug-Target Interaction Prediction

Qingyuan Feng, Evgenia Dueva, Artem Cherkasov, Martin Ester

专题命中生物医学文本：biomedical(abstract)；分类 cs.LG

1903.00719 2019-08-13 cs.LG cs.IR stat.ML 57%

FRI -- Feature Relevance Intervals for Interpretable and Interactive Data Exploration

Lukas Pfannschmidt, Christina Göpfert, Ursula Neumann, Dominik Heider, Barbara Hammer

专题命中生物医学文本：biomedical(abstract)；分类 cs.LG

Comments Addition of IEEE copyright notice. Accepted for CIBCB 2019 (https://cibcb2019.icas.xyz/)

1907.13561 2019-08-01 cs.IR cs.LG stat.ML 57%

Attention-Wrapped Hierarchical BLSTMs for DDI Extraction

Vahab Mostafapour, Oğuz Dikenelli

专题命中生物医学文本：biomedical(abstract)；分类 cs.LG

Comments 7 pages

1907.12127 2019-07-30 eess.SP 57%

Near-Field Radiation Exposure Control in Slot-Loaded Microstrip Antenna: A Characteristic Mode Approach

Sandip Ghosal, Arijit De, Raed M. Shubair, Ajay Chakrabarty

专题命中生物医学文本：biomedical(abstract)；分类 eess.SP

Comments 21 Pages

1907.06058 2019-07-16 cs.LG cs.CY stat.ML 57%

Aggregate-Eliminate-Predict: Detecting Adverse Drug Events from Heterogeneous Electronic Health Records

Maria Bampa, Panagiotis Papapetrou

专题命中生物医学文本：diagnosis(abstract)；分类 cs.LG

Comments 4 pages

1906.11912 2019-07-01 cs.NE cs.CV 57%

A New Compensatory Genetic Algorithm-Based Method for Effective Compressed Multi-function Convolutional Neural Network Model Selection with Multi-Objective Optimization

Luna M. Zhang

专题命中生物医学文本：biomedical(abstract)；分类 cs.CV

1906.05546 2019-06-14 cs.SI cs.LG 57%

Identifying Illicit Accounts in Large Scale E-payment Networks -- A Graph Representation Learning Approach

Da Sun Handason Tam, Wing Cheong Lau, Bin Hu, Qiu Fang Ying, Dah Ming Chiu, Hong Liu

专题命中生物医学文本：biomedical(abstract)；分类 cs.LG

1904.02868 2019-06-11 stat.ML cs.AI cs.LG 57%

Data Shapley: Equitable Valuation of Data for Machine Learning

Amirata Ghorbani, James Zou

专题命中生物医学文本：biomedical(abstract)；分类 cs.LG

1711.04044 2019-05-22 cs.CL cs.IR cs.LG 57%

Kernelized Hashcode Representations for Relation Extraction

Sahil Garg, Aram Galstyan, Greg Ver Steeg, Irina Rish, Guillermo Cecchi, Shuyang Gao

专题命中生物医学文本：biomedical(abstract)；分类 cs.LG

Comments To appear in the proceedings of conference, AAAI-19

1. 生物医学文本 4507 篇

Fast local linear regression with anchor regularization

AGATHA: Automatic Graph-mining And Transformer based Hypothesis generation Approach

Application of multi-objective optimization to blind source separation

Measuring the effects of confounders in medical supervised classification problems: the Confounding Index (CI)

Using Double Contractions to Derive the Structure of Slice-Wise Multiplications of Tensors with Applications to Semi-Blind MIMO OFDM

Scalable Gaussian Process Regression for Kernels with a Non-Stationary Phase

MedCAT -- Medical Concept Annotation Tool

Characterising optical fibre transmission matrices using metasurface reflector stacks for lensless imaging without distal access

Asymptotic Unbiasedness of the Permutation Importance Measure in Random Forest Models

CNN-based Dual-Chain Models for Knowledge Graph Learning

Sequence-to-Set Semantic Tagging: End-to-End Multi-label Prediction using Neural Attention for Complex Query Reformulation and Automated Text Categorization

Adversarial Edit Attacks for Tree Data

BERT Goes to Law School: Quantifying the Competitive Advantage of Access to Large Legal Corpora in Contract Understanding

Deep Bidirectional Transformers for Relation Extraction without Supervision

Highly-scalable, physics-informed GANs for learning solutions of stochastic PDEs

Learning Sample-Specific Models with Low-Rank Personalized Regression

A New Deep Learning Method for Image Deblurring in Optical Microscopic Systems

BioNLP-OST 2019 RDoC Tasks: Multi-grain Neural Relevance Ranking Using Topics and Attention Based Query-Document-Sentence Interactions

Nearly-Unsupervised Hashcode Representations for Relation Extraction

Viability of machine learning to reduce workload in systematic review screenings in the health sciences: a working paper

cSeiz: An Edge-Device for Accurate Seizure Detection and Control for Smart Healthcare

PADME: A Deep Learning-based Framework for Drug-Target Interaction Prediction

FRI -- Feature Relevance Intervals for Interpretable and Interactive Data Exploration

Attention-Wrapped Hierarchical BLSTMs for DDI Extraction

Near-Field Radiation Exposure Control in Slot-Loaded Microstrip Antenna: A Characteristic Mode Approach

Aggregate-Eliminate-Predict: Detecting Adverse Drug Events from Heterogeneous Electronic Health Records

A New Compensatory Genetic Algorithm-Based Method for Effective Compressed Multi-function Convolutional Neural Network Model Selection with Multi-Objective Optimization

Identifying Illicit Accounts in Large Scale E-payment Networks -- A Graph Representation Learning Approach

Data Shapley: Equitable Valuation of Data for Machine Learning

Kernelized Hashcode Representations for Relation Extraction