医学 AI - arXivDaily 专题

2006.12150 2021-07-19 cs.CV 57%

Generating Annotated High-Fidelity Images Containing Multiple Coherent Objects

Bryan G. Cardenas, Devanshu Arya, Deepak K. Gupta

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

Comments 21 pages, 5 tables, 21 figures

2006.04937 2021-07-12 eess.SP stat.AP stat.ML 57%

Interpretable Classification of Bacterial Raman Spectra with Knockoff Wavelets

Charmaine Chia, Matteo Sesia, Chi-Sing Ho, Stefanie S. Jeffrey, Jennifer Dionne, Emmanuel J. Candès, Roger T. Howe

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

Comments 9 pages, 6 figures, 4 tables

2106.15319 2021-06-30 cs.CV 57%

Serial-EMD: Fast Empirical Mode Decomposition Method for Multi-dimensional Signals Based on Serialization

Jin Zhang, Fan Feng, Pere Marti-Puig, Cesar F. Caiafa, Zhe Sun, Feng Duan, Jordi Solé-Casals

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

Comments 19 pages, 17 figures

2106.06555 2021-06-15 cs.LG 57%

Robust Knowledge Graph Completion with Stacked Convolutions and a Student Re-Ranking Network

Justin Lovelace, Denis Newman-Griffis, Shikhar Vashishth, Jill Fain Lehman, Carolyn Penstein Rosé

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

Comments The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021)

2010.10391 2021-06-04 cs.CL cs.AI cs.LG 57%

UmlsBERT: Clinical Domain Knowledge Augmentation of Contextual Embeddings Using the Unified Medical Language System Metathesaurus

George Michalopoulos, Yuanxin Wang, Hussam Kaka, Helen Chen, Alexander Wong

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

Comments 10 pages, 3 figures, accepted in NAACL 2021

2105.13975 2021-05-31 cs.LG cs.AI stat.ML 57%

Relation Matters in Sampling: A Scalable Multi-Relational Graph Neural Network for Drug-Drug Interaction Prediction

Arthur Feeney, Rishabh Gupta, Veronika Thost, Rico Angell, Gayathri Chandu, Yash Adhikari, Tengfei Ma

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

2105.12474 2021-05-27 eess.IV 57%

MMV-Net: A Multiple Measurement Vector Network for Multi-frequency Electrical Impedance Tomography

Zhou Chen, Jinxi Xiang, Pierre Bagnaninchi, Yunjie Yang

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

2105.09506 2021-05-21 physics.flu-dyn cs.LG 57%

Physics-informed neural networks (PINNs) for fluid mechanics: A review

Shengze Cai, Zhiping Mao, Zhicheng Wang, Minglang Yin, George Em Karniadakis

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

2102.00561 2021-05-18 eess.SP 57%

Teaching Digital Signal Processing by Partial Flipping, Active Learning and Visualization

Keshab K. Parhi

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

Comments IEEE Signal Processing Magazine, 38(3), 2021

Journal ref IEEE Signal Processing Magazine, 38(3), pp. 20-29, May 2021

2105.07131 2021-05-18 cs.AR cs.AI eess.SP 57%

Hardware Synthesis of State-Space Equations; Application to FPGA Implementation of Shallow and Deep Neural Networks

Amir-Hossein Kiamarzi, Pezhman Torabi, Reza Sameni

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

2102.06540 2021-05-07 cs.CL cs.LG 57%

Two Training Strategies for Improving Relation Extraction over Universal Graph

Qin Dai, Naoya Inoue, Ryo Takahashi, Kentaro Inui

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

1709.03163 2021-05-05 stat.ML cs.LG stat.CO 57%

Variational inference for the multi-armed contextual bandit

Iñigo Urteaga, Chris H. Wiggins

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

Comments The software used for this study is publicly available at https://github.com/iurteaga/bandits

Journal ref Proceedings of the Twenty-First International Conference on Artificial Intelligence and Statistics, PMLR 84:698-706, 2018

2006.09763 2021-04-21 stat.ML cs.LG 57%

Longitudinal Variational Autoencoder

Siddharth Ramchandran, Gleb Tikhonov, Kalle Kujanpää, Miika Koskinen, Harri Lähdesmäki

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

Journal ref International Conference on Artificial Intelligence and Statistics (AISTATS-2021), pp. 3898-3906. PMLR, 2021

2102.00159 2021-04-13 cs.HC eess.SP 57%

Revealing Preference in Popular Music Through Familiarity and Brain Response

Soravitt Sangnark, Phairot Autthasan, Puntawat Ponglertnapakorn, Phudit Chalekarn, Thapanun Sudhawiyangkul, Manatsanan Trakulruangroj, Sarita Songsermsawad, Rawin Assabumrungrat, Supalak Amplod, Kajornvut Ounjai, Theerawit Wilaiprasitporn

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

Journal ref IEEE Sensors Journal, 2021

2104.01037 2021-04-05 cs.CL cs.LG 57%

Effect of depth order on iterative nested named entity recognition models

Perceval Wajsburt, Yoann Taillé, Xavier Tannier

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

2103.15898 2021-04-05 cs.CV cs.AI 57%

Comparison of different convolutional neural network activation functions and methods for building ensembles

Loris Nanni, Gianluca Maguolo, Sheryl Brahnam, Michelangelo Paci

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

2102.07226 2021-02-24 eess.SP 57%

An Efficient Forecasting Approach to Reduce Boundary Effects in Real-Time Time-Frequency Analysis

Adrien Meynard, Hau-Tieng Wu

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

2102.03014 2021-02-11 cs.LG 57%

A Variational Information Bottleneck Approach to Multi-Omics Data Integration

Changhee Lee, Mihaela van der Schaar

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

Comments This paper is accepted to AISTATS 2021

2008.11384 2021-02-02 stat.ML cs.LG 57%

A general kernel boosting framework integrating pathways for predictive modeling based on genomic data

Li Zeng, Zhaolong Yu, Yiliang Zhang, Hongyu Zhao

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

2101.06709 2021-01-19 cs.CV 57%

Human Activity Recognition Using Multichannel Convolutional Neural Network

Niloy Sikder, Md. Sanaullah Chowdhury, Abu Shamim Mohammad Arif, Abdullah-Al Nahid

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

Comments 10 pages, Proceedings of the 2019 5th International Conference on Advances in Electrical Engineering (ICAEE), 26-28 September, Dhaka, Bangladesh

2012.10824 2020-12-22 cs.CL cs.LG 57%

A hybrid deep-learning approach for complex biochemical named entity recognition

Jian Liu, Lei Gao, Sujie Guo, Rui Ding, Xin Huang, Long Ye, Qinghua Meng, Asef Nazari, Dhananjay Thiruvady

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

Comments 21 pages, 6 figures

2012.09783 2020-12-18 cs.LG stat.ML 57%

DenseHMM: Learning Hidden Markov Models by Learning Dense Representations

Joachim Sicking, Maximilian Pintz, Maram Akila, Tim Wirtz

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

Comments Accepted at LMRL workshop at NeurIPS 2020. Code is available on: https://github.com/fraunhofer-iais/dense-hmm

2002.08762 2020-12-15 cs.LG cs.AI cs.IR stat.ML 57%

Guiding Graph Embeddings using Path-Ranking Methods for Error Detection innoisy Knowledge Graphs

K. Bougiatiotis, R. Fasoulis, F. Aisopos, A. Nentidis, G. Paliouras

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

Comments 9 pages, 2 figures. To appear in GCLR 2021: AAAI 2021 Workshop on Graphs and more Complex structures for Learning and Reasonin

2012.05750 2020-12-11 cs.LG cs.AI cs.IR 57%

Scalable and interpretable rule-based link prediction for large heterogeneous knowledge graphs

Simon Ott, Laura Graf, Asan Agibetov, Christian Meilicke, Matthias Samwald

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

2007.01133 2020-12-02 eess.SP 57%

Acoustic Source Localization with the Angular Spectrum Approach in Continuously Stratified Media

Scott Schoen, Costas D. Arvanitis

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

Comments arXiv admin note: text overlap with arXiv:1906.08156

2009.04535 2020-12-01 cs.LG cs.AI 57%

SNoRe: Scalable Unsupervised Learning of Symbolic Node Representations

Sebastian Mežnar, Nada Lavrač, Blaž Škrlj

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

Comments Accepted to IEEEAccess

2011.09592 2020-11-20 stat.ML cs.LG math.ST stat.TH 57%

Variational Bayes Neural Network: Posterior Consistency, Classification Accuracy and Computational Challenges

Shrijita Bhattacharya, Zihuan Liu, Tapabrata Maiti

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

2011.05138 2020-11-16 cs.LG cs.AI 57%

Relation-weighted Link Prediction for Disease Gene Identification

Srivamshi Pittala, William Koehler, Jonathan Deans, Daniel Salinas, Martin Bringmann, Katharina Sophia Volz, Berk Kapicioglu

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

Comments 4th Knowledge Representation and Reasoning Meets Machine Learning Workshop (KR2ML), NeurIPS 2020

2006.10538 2020-11-10 cs.LG cs.SI stat.ML 57%

Subgraph Neural Networks

Emily Alsentzer, Samuel G. Finlayson, Michelle M. Li, Marinka Zitnik

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

Comments E.A. and S.G.F. contributed equally

2011.02806 2020-11-06 eess.SP 57%

Riemannian information gradient methods for the parameter estimation of ECD: Some applications in image processing

Jialun Zhou, Salem Said, Yannick Berthoumieu

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

1. 生物医学文本 4507 篇

Generating Annotated High-Fidelity Images Containing Multiple Coherent Objects

Interpretable Classification of Bacterial Raman Spectra with Knockoff Wavelets

Serial-EMD: Fast Empirical Mode Decomposition Method for Multi-dimensional Signals Based on Serialization

Robust Knowledge Graph Completion with Stacked Convolutions and a Student Re-Ranking Network

UmlsBERT: Clinical Domain Knowledge Augmentation of Contextual Embeddings Using the Unified Medical Language System Metathesaurus

Relation Matters in Sampling: A Scalable Multi-Relational Graph Neural Network for Drug-Drug Interaction Prediction

MMV-Net: A Multiple Measurement Vector Network for Multi-frequency Electrical Impedance Tomography

Physics-informed neural networks (PINNs) for fluid mechanics: A review

Teaching Digital Signal Processing by Partial Flipping, Active Learning and Visualization

Hardware Synthesis of State-Space Equations; Application to FPGA Implementation of Shallow and Deep Neural Networks

Two Training Strategies for Improving Relation Extraction over Universal Graph

Variational inference for the multi-armed contextual bandit

Longitudinal Variational Autoencoder

Revealing Preference in Popular Music Through Familiarity and Brain Response

Effect of depth order on iterative nested named entity recognition models

Comparison of different convolutional neural network activation functions and methods for building ensembles

An Efficient Forecasting Approach to Reduce Boundary Effects in Real-Time Time-Frequency Analysis

A Variational Information Bottleneck Approach to Multi-Omics Data Integration

A general kernel boosting framework integrating pathways for predictive modeling based on genomic data

Human Activity Recognition Using Multichannel Convolutional Neural Network

A hybrid deep-learning approach for complex biochemical named entity recognition

DenseHMM: Learning Hidden Markov Models by Learning Dense Representations

Guiding Graph Embeddings using Path-Ranking Methods for Error Detection innoisy Knowledge Graphs

Scalable and interpretable rule-based link prediction for large heterogeneous knowledge graphs

Acoustic Source Localization with the Angular Spectrum Approach in Continuously Stratified Media

SNoRe: Scalable Unsupervised Learning of Symbolic Node Representations

Variational Bayes Neural Network: Posterior Consistency, Classification Accuracy and Computational Challenges

Relation-weighted Link Prediction for Disease Gene Identification

Subgraph Neural Networks

Riemannian information gradient methods for the parameter estimation of ECD: Some applications in image processing