医学 AI - arXivDaily 专题

2301.13318 2023-02-01 cs.LG cs.CL cs.IR 57%

Proxy-based Zero-Shot Entity Linking by Effective Candidate Retrieval

Maciej Wiatrak, Eirini Arvaniti, Angus Brayne, Jonas Vetterle, Aaron Sim

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

2203.07975 2023-01-25 cs.LG cond-mat.dis-nn cs.AI math.AG math.CT math.DG 57%

Categorical Representation Learning and RG flow operators for algorithmic classifiers

Artan Sheshmani, Yizhuang You, Wenbo Fu, Ahmadreza Azizi

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

Comments 31 pages, comments are very welcome

Journal ref Machine Learning: Science and Technology, 2023

2301.09496 2023-01-24 cs.LG 57%

ECGAN: Self-supervised generative adversarial network for electrocardiography

Lorenzo Simone, Davide Bacciu

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

2110.07785 2023-01-20 cs.LG stat.AP 57%

Scalable Causal Structure Learning: Scoping Review of Traditional and Deep Learning Algorithms and New Opportunities in Biomedicine

Pulakesh Upadhyaya, Kai Zhang, Can Li, Xiaoqian Jiang, Yejin Kim

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

Journal ref JMIR Medical Informatics, 2023

2301.04998 2023-01-13 physics.flu-dyn cs.LG 57%

Machine learning methods for prediction of breakthrough curves in reactive porous media

Daria Fokina, Pavel Toktaliev, Oleg Iliev, Ivan Oseledets

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

2212.14206 2023-01-02 cs.CL cs.IR cs.LG 57%

Maximizing Use-Case Specificity through Precision Model Tuning

Pranjali Awasthi, David Recio-Mitter, Yosuke Kyle Sugi

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

Comments 9 pages, 4 figures

2212.13893 2022-12-29 eess.SP 57%

Machine learning for accelerating the discovery of high performance low-cost solar cells: a systematic review

Satyam Bhatti, Habib Ullah Manzoor, Bruno Michel, Ruy Sebastian Bonilla, Richard Abrams, Ahmed Zoha, Sajjad Hussain, Rami Ghannam

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

2210.04389 2022-12-27 stat.ML cs.LG stat.ME 57%

DeepMed: Semiparametric Causal Mediation Analysis with Debiased Deep Learning

Siqi Xu, Lin Liu, Zhonghua Liu

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

Comments Accepted by NeurIPS 2022

2110.02705 2022-12-21 stat.ME eess.SP 57%

Robust Multi-dimensional Model Order Estimation Using LineAr Regression of Global Eigenvalues (LaRGE)

Alexey A. Korobkov, Marina K. Diugurova, Jens Haueisen, Martin Haardt

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

2206.04284 2022-12-14 eess.SP stat.ME 57%

The leaky integrator that could: Or recursive polynomial regression for online signal analysis

Hugh L Kennedy

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

Comments Added approximate calculation of bandwidth (i.e. frequency dispersion) for an Erlang window from its variance in the time domain (see Table 6)

2104.06378 2022-12-14 cs.CL cs.LG 57%

QA-GNN: Reasoning with Language Models and Knowledge Graphs for Question Answering

Michihiro Yasunaga, Hongyu Ren, Antoine Bosselut, Percy Liang, Jure Leskovec

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

Comments NAACL 2021. Code & data available at https://github.com/michiyasunaga/qagnn

2109.01242 2022-12-13 cs.CL cs.LG 57%

Entity Linking and Discovery via Arborescence-based Supervised Clustering

Dhruv Agarwal, Rico Angell, Nicholas Monath, Andrew McCallum

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

Comments Updated references

2212.03911 2022-12-09 cs.AI cs.LG 57%

Analysis of Drug repurposing Knowledge graphs for Covid-19

Ajay Kumar Gogineni

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

2203.11015 2022-12-07 cs.IR cs.LG stat.AP 57%

Filter Drug-induced Liver Injury Literature with Natural Language Processing and Ensemble Learning

Xianghao Zhan, Fanjin Wang, Olivier Gevaert

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

Comments 8 pages, 4 figures

2212.01641 2022-12-06 cs.CL cs.LG 57%

Intermediate Entity-based Sparse Interpretable Representation Learning

Diego Garcia-Olano, Yasumasa Onoe, Joydeep Ghosh, Byron C. Wallace

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

Comments Accepted into BlackBox NLP Workshop at EMNLP 2022

2211.17135 2022-12-01 cs.CL cs.AI cs.LG 57%

BudgetLongformer: Can we Cheaply Pretrain a SotA Legal Language Model From Scratch?

Joel Niklaus, Daniele Giofré

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

Comments Accepted at ENLSP @ NeurIPS 2022

2211.15319 2022-11-29 eess.SP 57%

A 97 fJ/Conversion Neuron-ADC with Reconfigurable Sampling and Static Power Reduction

Jinbo Chen, Hui Wu, Jie Yang, Mohamad Sawan

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

Comments Accepted to 2022 IEEE the 18th Asia Pacific Conference on Circuits and Systems (APCCAS)

2211.15153 2022-11-29 cs.CV 57%

Semi-supervised binary classification with latent distance learning

Imam Mustafa Kamal, Hyerim Bae

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

2204.11942 2022-11-23 cs.SD eess.AS eess.SP 57%

Meta-AF: Meta-Learning for Adaptive Filters

Jonah Casebeer, Nicholas J. Bryan, Paris Smaragdis

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

Comments Accepted to ACM/IEEE TASLP. Source code and audio examples: https://jmcasebeer.github.io/projects/metaaf

2112.06639 2022-11-22 eess.SP 57%

Contactless Electrocardiogram Monitoring with Millimeter Wave Radar

Jinbo Chen, Dongheng Zhang, Zhi Wu, Fang Zhou, Qibin Sun, Yan Chen

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

2211.09708 2022-11-18 cs.CV 57%

Sources of performance variability in deep learning-based polyp detection

Thuy Nuong Tran, Tim Adler, Amine Yamlahi, Evangelia Christodoulou, Patrick Godau, Annika Reinke, Minu Dietlinde Tizabi, Peter Sauer, Tillmann Persicke, Jörg Gerhard Albert, Lena Maier-Hein

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

Comments 12 pages, 9 figures, 3 tables. Submitted to IPCAI 2023

2204.07235 2022-11-15 cond-mat.soft cs.LG physics.comp-ph 57%

Harnessing Interpretable Machine Learning for Holistic Inverse Design of Origami

Yi Zhu, Evgueni T. Filipov

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

2211.03756 2022-11-08 stat.ME cs.LG 57%

Changes from Classical Statistics to Modern Statistics and Data Science

Kai Zhang, Shan Liu, Momiao Xiong

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

Comments 37 pages

2103.12531 2022-11-02 cs.LG math.OC stat.ML 57%

CLIP: Cheap Lipschitz Training of Neural Networks

Leon Bungert, René Raab, Tim Roith, Leo Schwinn, Daniel Tenbrinck

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

Comments 12 pages, 2 figures, fixed a small mistake in the proof of Proposition 3, published at SSVM 2021

Journal ref International Conference on Scale Space and Variational Methods in Computer Vision, 307-319, 2021

2210.17360 2022-11-01 cs.LG 57%

Explainable Deep Learning to Profile Mitochondrial Disease Using High Dimensional Protein Expression Data

Atif Khan, Conor Lawless, Amy E Vincent, Satish Pilla, Sushanth Ramesh, A. Stephen McGough

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

Comments 10 pages, 11 figures

2210.14837 2022-10-27 cs.IR cs.LG 57%

NeuralSearchX: Serving a Multi-billion-parameter Reranker for Multilingual Metasearch at a Low Cost

Thales Sales Almeida, Thiago Laitz, João Seródio, Luiz Henrique Bonifacio, Roberto Lotufo, Rodrigo Nogueira

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

Comments published as a full paper at the DESIRES 2022 Conference. 13 pages

Journal ref DESIRES 2022-3rd International Conference on Design of Experimental Search and Information REtrieval Systems, 30-31,August 2022, San Jose, CA, USA

2201.10683 2022-10-27 cs.LG cs.CY 57%

Promises and Challenges of Causality for Ethical Machine Learning

Aida Rahmattalabi, Alice Xiang

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

2210.12949 2022-10-25 cs.CL cs.AI cs.LG 57%

Enhancing Label Consistency on Document-level Named Entity Recognition

Minbyul Jeong, Jaewoo Kang

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

2210.09338 2022-10-20 cs.CL cs.AI cs.LG 57%

Deep Bidirectional Language-Knowledge Graph Pretraining

Michihiro Yasunaga, Antoine Bosselut, Hongyu Ren, Xikun Zhang, Christopher D Manning, Percy Liang, Jure Leskovec

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

Comments Published at NeurIPS 2022. Code, data, and trained models are available at https://github.com/michiyasunaga/dragon

2207.10305 2022-10-03 cs.LG 57%

Detecting Small Query Graphs in A Large Graph via Neural Subgraph Search

Yunsheng Bai, Derek Xu, Yizhou Sun, Wei Wang

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

1. 生物医学文本 4516 篇

Proxy-based Zero-Shot Entity Linking by Effective Candidate Retrieval

Categorical Representation Learning and RG flow operators for algorithmic classifiers

ECGAN: Self-supervised generative adversarial network for electrocardiography

Scalable Causal Structure Learning: Scoping Review of Traditional and Deep Learning Algorithms and New Opportunities in Biomedicine

Machine learning methods for prediction of breakthrough curves in reactive porous media

Maximizing Use-Case Specificity through Precision Model Tuning

Machine learning for accelerating the discovery of high performance low-cost solar cells: a systematic review

DeepMed: Semiparametric Causal Mediation Analysis with Debiased Deep Learning

Robust Multi-dimensional Model Order Estimation Using LineAr Regression of Global Eigenvalues (LaRGE)

The leaky integrator that could: Or recursive polynomial regression for online signal analysis

QA-GNN: Reasoning with Language Models and Knowledge Graphs for Question Answering

Entity Linking and Discovery via Arborescence-based Supervised Clustering

Analysis of Drug repurposing Knowledge graphs for Covid-19

Filter Drug-induced Liver Injury Literature with Natural Language Processing and Ensemble Learning

Intermediate Entity-based Sparse Interpretable Representation Learning

BudgetLongformer: Can we Cheaply Pretrain a SotA Legal Language Model From Scratch?

A 97 fJ/Conversion Neuron-ADC with Reconfigurable Sampling and Static Power Reduction

Semi-supervised binary classification with latent distance learning

Meta-AF: Meta-Learning for Adaptive Filters

Contactless Electrocardiogram Monitoring with Millimeter Wave Radar

Sources of performance variability in deep learning-based polyp detection

Harnessing Interpretable Machine Learning for Holistic Inverse Design of Origami

Changes from Classical Statistics to Modern Statistics and Data Science

CLIP: Cheap Lipschitz Training of Neural Networks

Explainable Deep Learning to Profile Mitochondrial Disease Using High Dimensional Protein Expression Data

NeuralSearchX: Serving a Multi-billion-parameter Reranker for Multilingual Metasearch at a Low Cost

Promises and Challenges of Causality for Ethical Machine Learning

Enhancing Label Consistency on Document-level Named Entity Recognition

Deep Bidirectional Language-Knowledge Graph Pretraining

Detecting Small Query Graphs in A Large Graph via Neural Subgraph Search