医学 AI - arXivDaily 专题

1810.04513 2019-05-21 stat.ML cs.LG 57%

ET-Lasso: A New Efficient Tuning of Lasso-type Regularization for High-Dimensional Data

Songshan Yang, Jiawei Wen, Xiang Zhan, Daniel Kifer

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

Comments Figure 1 in the real data example is changed to plot the difference of true values and predicted values; added references for section 1; more explanation for section 2.3

1903.07614 2019-05-07 cs.GR cs.CV cs.DS physics.data-an physics.geo-ph 57%

HexaShrink, an exact scalable framework for hexahedral meshes with attributes and discontinuities: multiresolution rendering and storage of geoscience models

Jean-Luc Peyrot, Laurent Duval, Frédéric Payan, Lauriane Bouard, Lénaïc Chizat, Sébastien Schneider, Marc Antonini

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

1901.02038 2019-05-07 eess.IV 57%

Reliable deep-learning-based phase imaging with uncertainty quantification

Yujia Xue, Shiyi Cheng, Yunzhe Li, Lei Tian

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

Journal ref Optica 6, 618-629 (2019)

1904.08864 2019-04-19 cs.CV 57%

Enhanced Center Coding for Cell Detection with Convolutional Neural Networks

Haoyi Liang, Aijaz Naik, Cedric L. Williams, Jaideep Kapur, Daniel S. Weller

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

1903.12053 2019-03-29 eess.IV 57%

Imaging cytometry without image reconstruction (ghost cytometry)

Sadao Ota, Ryoichi Horisaki, Yoko Kawamura, Issei Sato, Hiroyuki Noji

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

1902.11173 2019-03-11 eess.IV 57%

Fast roughness minimizing image restoration under mixed Poisson-Gaussian noise

Manu Ghulyani, Muthuvel Arigovindan

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

Comments 19 pages, 6 figures, 4 tables Submitted to IEEE-TIP

1903.01167 2019-03-06 cs.LG stat.ML 57%

Binary Classifier Inspired by Quantum Theory

Prayag Tiwari, Massimo Melucci

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

Comments AAAI 2019

1811.11074 2019-02-27 physics.data-an eess.SP stat.AP 57%

Recycling cardiogenic artifacts in impedance pneumography

Yao Lu, Hau-tieng Wu, John Malik

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

Comments 21 pages, 6 figures

1810.13200 2019-02-19 cs.CV 57%

Compressive Single-pixel Fourier Transform Imaging using Structured Illumination

Amirafshar Moshtaghpour, José M. Bioucas-Dias, Laurent Jacques

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

Comments 9 pages, 4 figures

1901.04816 2019-02-05 stat.ML cs.LG physics.comp-ph physics.optics stat.CO 57%

Learning Direct and Inverse Transmission Matrices

Daniele Ancora, Luca Leuzzi

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

1811.07279 2018-11-22 cs.LG stat.ML 57%

Understanding Learned Models by Identifying Important Features at the Right Resolution

Kyubin Lee, Akshay Sood, Mark Craven

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

Comments First two authors contributed equally to this work, Accepted for presentation at the Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19)

1807.10058 2018-11-13 eess.SP cs.IT math.IT math.RT 57%

Fast cosine transform for FCC lattices

Bastian Seifert, Knut Hüper, Christian Uhl

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

Comments Presented at 13th APCA International Conference on Automatic Control and Soft Computing (CONTROLO 2018); 9 figures

1811.00208 2018-11-02 cs.LG cs.AI stat.ML 57%

Multi-Label Robust Factorization Autoencoder and its Application in Predicting Drug-Drug Interactions

Xu Chu, Yang Lin, Jingyue Gao, Jiangtao Wang, Yasha Wang, Leye Wang

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

1809.08914 2018-09-25 cs.ET eess.SP 57%

Internet of NanoThings: Concepts and Applications

Ebtesam Almazrouei, Raed M. Shubair, Fabrice Saffre

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

1809.06853 2018-09-20 eess.IV 57%

Error-Control-Coding Assisted Imaging

Xiaopeng Wang, Zunwang Bo, Zihuai Lin, Wenlin Gong, Branka Vucetic, Shensheng Han

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

1808.04327 2018-08-20 cs.CE cs.LG physics.flu-dyn stat.ML 57%

Hidden Fluid Mechanics: A Navier-Stokes Informed Deep Learning Framework for Assimilating Flow Visualization Data

Maziar Raissi, Alireza Yazdani, George Em Karniadakis

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

1808.02602 2018-08-09 cs.LG stat.ML 57%

PIVETed-Granite: Computational Phenotypes through Constrained Tensor Factorization

Jette Henderson, Bradley A. Malin, Joyce C. Ho, Joydeep Ghosh

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

1807.05920 2018-07-17 stat.ME eess.SP 57%

Sequential Sampling for Optimal Bayesian Classification of Sequencing Count Data

Ariana Broumand, Siamak Zamani Dadaneh

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

Comments 6 pages, 4 figures, accepted in Asilomar Conference on Signals, Systems, and Computers 2018

1806.03982 2018-07-16 cs.CV physics.data-an physics.optics 57%

Quantitative Phase Imaging and Artificial Intelligence: A Review

YoungJu Jo, Hyungjoo Cho, Sang Yun Lee, Gunho Choi, Geon Kim, Hyun-seok Min, YongKeun Park

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

1806.11189 2018-07-02 cs.LG cs.IR stat.ML 57%

A hybrid deep learning approach for medical relation extraction

Veera Raghavendra Chikka, Kamalakar Karlapalem

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

Comments 4 pages, 4 tables, 1 figure, 2018 KDD workshop on Machine Learning for Medicine and Healthcare

Journal ref MLMH 2018 2018 KDD workshop on Machine Learning for Medicine and Healthcare. London, United Kingdom. August 20, 2018

1711.08477 2018-04-04 cs.LG 57%

Benchmarking Relief-Based Feature Selection Methods for Bioinformatics Data Mining

Ryan J. Urbanowicz, Randal S. Olson, Peter Schmitt, Melissa Meeker, Jason H. Moore

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

Comments Revised submission to JBI

1803.04460 2018-03-14 cs.CV 57%

Dissimilarity-based representation for radiomics applications

Hongliu Cao, Simon Bernard, Laurent Heutte, Robert Sabourin

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

Comments conference, 6 pages, 2 figures

1802.09047 2018-02-27 cs.NE cs.LG 57%

Power efficient Spiking Neural Network Classifier based on memristive crossbar network for spike sorting application

Anand Kumar Mukhopadhyay, Indrajit Chakrabarti, Arindam Basu, Mrigank Sharad

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

Comments 10 pages, 14 figures

1711.05822 2017-11-17 cs.DL cs.LG 57%

Understanding the Changing Roles of Scientific Publications via Citation Embeddings

Jiangen He, Chaomei Chen

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

Comments CLBib-2017: Second Workshop on Mining Scientific Papers: Computational Linguistics and Bibliometrics

1709.08328 2017-09-26 eess.SP 57%

Biosignal Analysis with Matching-Pursuit Based Adaptive Chirplet Transform

Jie Cui, Dinghui Wang

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

Comments 27 pages, 8 figures

1605.03468 2017-09-19 cs.LG cs.AI stat.ML 57%

A constrained L1 minimization approach for estimating multiple Sparse Gaussian or Nonparanormal Graphical Models

Beilun Wang, Ritambhara Singh, Yanjun Qi

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

Comments Extended Journal Version / Previously @ ICML 2016 comp. bio workshop

1709.00149 2017-09-04 cs.AI cs.CL cs.IR cs.LG 57%

Learning what to read: Focused machine reading

Enrique Noriega-Atala, Marco A. Valenzuela-Escarcega, Clayton T. Morrison, Mihai Surdeanu

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

Comments 6 pages, 1 figure, 1 algorithm, 2 tables, accepted to EMNLP 2017

1703.06934 2017-08-07 cs.NE cs.LG stat.ML 57%

Ensemble representation learning: an analysis of fitness and survival for wrapper-based genetic programming methods

William La Cava, Jason H. Moore

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

Comments Genetic and Evolutionary Computation Conference (GECCO) 2017, Berlin, Germany

1610.08763 2017-06-06 cs.CL cs.LG 57%

CoType: Joint Extraction of Typed Entities and Relations with Knowledge Bases

Xiang Ren, Zeqiu Wu, Wenqi He, Meng Qu, Clare R. Voss, Heng Ji, Tarek F. Abdelzaher, Jiawei Han

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

Comments WWW 2017

1612.07453 2016-12-23 cs.CV 57%

Deep Blind Compressed Sensing

Shikha Singh, Vanika Singhal, Angshul Majumdar

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

Comments DCC 2017 Poster

1. 生物医学文本 4507 篇

ET-Lasso: A New Efficient Tuning of Lasso-type Regularization for High-Dimensional Data

HexaShrink, an exact scalable framework for hexahedral meshes with attributes and discontinuities: multiresolution rendering and storage of geoscience models

Reliable deep-learning-based phase imaging with uncertainty quantification

Enhanced Center Coding for Cell Detection with Convolutional Neural Networks

Imaging cytometry without image reconstruction (ghost cytometry)

Fast roughness minimizing image restoration under mixed Poisson-Gaussian noise

Binary Classifier Inspired by Quantum Theory

Recycling cardiogenic artifacts in impedance pneumography

Compressive Single-pixel Fourier Transform Imaging using Structured Illumination

Learning Direct and Inverse Transmission Matrices

Understanding Learned Models by Identifying Important Features at the Right Resolution

Fast cosine transform for FCC lattices

Multi-Label Robust Factorization Autoencoder and its Application in Predicting Drug-Drug Interactions

Internet of NanoThings: Concepts and Applications

Error-Control-Coding Assisted Imaging

Hidden Fluid Mechanics: A Navier-Stokes Informed Deep Learning Framework for Assimilating Flow Visualization Data

PIVETed-Granite: Computational Phenotypes through Constrained Tensor Factorization

Sequential Sampling for Optimal Bayesian Classification of Sequencing Count Data

Quantitative Phase Imaging and Artificial Intelligence: A Review

A hybrid deep learning approach for medical relation extraction

Benchmarking Relief-Based Feature Selection Methods for Bioinformatics Data Mining

Dissimilarity-based representation for radiomics applications

Power efficient Spiking Neural Network Classifier based on memristive crossbar network for spike sorting application

Understanding the Changing Roles of Scientific Publications via Citation Embeddings

Biosignal Analysis with Matching-Pursuit Based Adaptive Chirplet Transform

A constrained L1 minimization approach for estimating multiple Sparse Gaussian or Nonparanormal Graphical Models

Learning what to read: Focused machine reading

Ensemble representation learning: an analysis of fitness and survival for wrapper-based genetic programming methods

CoType: Joint Extraction of Typed Entities and Relations with Knowledge Bases

Deep Blind Compressed Sensing