医学 AI - arXivDaily 专题

1712.00192 2017-12-04 cs.CV 57%

Delineation of Skin Strata in Reflectance Confocal Microscopy Images using Recurrent Convolutional Networks with Toeplitz Attention

Alican Bozkurt, Kivanc Kose, Jaume Coll-Font, Christi Alessi-Fox, Dana H. Brooks, Jennifer G. Dy, Milind Rajadhyaksha

专题命中病理影像：diagnosis(abstract)；分类 cs.CV

Comments Accepted for ML4H Workshop at NIPS 2017

1711.11097 2017-12-01 cs.CV 57%

Deep Learning for identifying radiogenomic associations in breast cancer

Zhe Zhu, Ehab Albadawy, Ashirbani Saha, Jun Zhang, Michael R. Harowicz, Maciej A. Mazurowski

专题命中病理影像：MRI(abstract)；分类 cs.CV

1710.05726 2017-10-17 cs.CV 57%

Convolutional Neural Networks for Histopathology Image Classification: Training vs. Using Pre-Trained Networks

Brady Kieffer, Morteza Babaie, Shivam Kalra, H. R. Tizhoosh

专题命中病理影像：medical image(abstract)；分类 cs.CV

Comments To appear in proceedings of the 7th International Conference on Image Processing Theory, Tools and Applications (IPTA 2017), Nov 28-Dec 1, Montreal, Canada

1709.02554 2017-10-12 cs.CV 57%

Learning to Segment Breast Biopsy Whole Slide Images

Sachin Mehta, Ezgi Mercan, Jamen Bartlett, Donald Weaver, Joann Elmore, Linda Shapiro

专题命中病理影像：diagnosis(abstract)；分类 cs.CV

Comments Added more WSI images in appendix

1710.01703 2017-10-05 eess.SP 57%

Lung sound classification using local binary pattern

Nandini Sengupta, Md Sahidullah, Goutam Saha

专题命中病理影像：pathology(abstract)；分类 eess.SP

Comments Working paper (21 pages, 12 figures)

1709.08248 2017-09-26 cs.CV cs.NE 57%

Discovery Radiomics via Deep Multi-Column Radiomic Sequencers for Skin Cancer Detection

Mohammad Javad Shafiee, Alexander Wong

专题命中病理影像：diagnosis(abstract)；分类 cs.CV

1709.02081 2017-09-08 cs.CV 57%

An unsupervised long short-term memory neural network for event detection in cell videos

Ha Tran Hong Phan, Ashnil Kumar, David Feng, Michael Fulham, Jinman Kim

专题命中病理影像：biomedical(abstract)；分类 cs.CV

1707.08525 2017-09-08 cs.CV 57%

A Guided Spatial Transformer Network for Histology Cell Differentiation

Marc Aubreville, Maximilian Krappmann, Christof Bertram, Robert Klopfleisch, Andreas Maier

专题命中病理影像：pathology(abstract)；分类 cs.CV

Comments 5 pages, 4 figures, EG VCBM 2017 contribution

Journal ref EG VCBM 2017 Proceedings

1706.06411 2017-06-21 physics.med-ph cs.CV 57%

Brain Tumor Detection and Classification with Feed Forward Back-Prop Neural Network

Neha Rani, Sharda Vashisth

专题命中病理影像：MRI(abstract)；分类 cs.CV

Journal ref International Journal of Computer Applications (0975 -- 8887), Volume 146, No.12, July 2016

1705.09435 2017-05-29 cs.CV 57%

Deep Learning for Lung Cancer Detection: Tackling the Kaggle Data Science Bowl 2017 Challenge

Kingsley Kuan, Mathieu Ravaut, Gaurav Manek, Huiling Chen, Jie Lin, Babar Nazir, Cen Chen, Tse Chiang Howe, Zeng Zeng, Vijay Chandrasekhar

专题命中病理影像：diagnosis(abstract)；分类 cs.CV

1704.00406 2017-04-11 cs.CV 57%

Sparse Autoencoder for Unsupervised Nucleus Detection and Representation in Histopathology Images

Le Hou, Vu Nguyen, Dimitris Samaras, Tahsin M. Kurc, Yi Gao, Tianhao Zhao, Joel H. Saltz

专题命中病理影像：diagnosis(abstract)；分类 cs.CV

1704.00036 2017-04-04 cs.CV 57%

Efficient Registration of Pathological Images: A Joint PCA/Image-Reconstruction Approach

Xu Han, Xiao Yang, Stephen Aylward, Roland Kwitt, Marc Niethammer

专题命中病理影像：pathology(abstract)；分类 cs.CV

Comments Accepted as a conference paper for ISBI 2017

1703.00534 2017-03-03 cs.CV 57%

Skin cancer reorganization and classification with deep neural network

Hao Chang

专题命中病理影像：diagnosis(abstract)；分类 cs.CV

Comments 5 pages, 2 figures. ISIC2017

1702.05803 2017-02-21 cs.CV 57%

Deep learning-based assessment of tumor-associated stroma for diagnosing breast cancer in histopathology images

Babak Ehteshami Bejnordi, Jimmy Linz, Ben Glass, Maeve Mullooly, Gretchen L Gierach, Mark E Sherman, Nico Karssemeijer, Jeroen van der Laak, Andrew H Beck

专题命中病理影像：diagnosis(abstract)；分类 cs.CV

Comments 5 pages, 2 figures, ISBI 2017 Submission

1612.05000 2016-12-22 cs.CV 57%

Development of a Real-time Colorectal Tumor Classification System for Narrow-band Imaging zoom-videoendoscopy

Tsubasa Hirakawa, Toru Tamaki, Bisser Raytchev, Kazufumi Kaneda, Tetsushi Koide, Shigeto Yoshida, Hiroshi Mieno, Shinji Tanaka

专题命中病理影像：diagnosis(abstract)；分类 cs.CV

Comments 9 pages, 8 figures

1609.08663 2016-09-29 cs.NE cs.LG 57%

Learning Genomic Representations to Predict Clinical Outcomes in Cancer

Safoora Yousefi, Congzheng Song, Nelson Nauata, Lee Cooper

专题命中病理影像：biomedical(abstract)；分类 cs.LG

Comments ICLR 2016 Workshop Track- May 2nd 2016 International Conference on Learning Representations

1608.02989 2016-08-11 cs.CV 57%

Deep Convolutional Neural Networks for Microscopy-Based Point of Care Diagnostics

John A. Quinn, Rose Nakasi, Pius K. B. Mugagga, Patrick Byanyima, William Lubega, Alfred Andama

专题命中病理影像：diagnosis(abstract)；分类 cs.CV

Comments Presented at 2016 Machine Learning and Healthcare Conference (MLHC 2016), Los Angeles, CA

1402.5836 2016-07-12 stat.ML cs.LG 57%

Avoiding pathologies in very deep networks

David Duvenaud, Oren Rippel, Ryan P. Adams, Zoubin Ghahramani

专题命中病理影像：pathology(abstract)；分类 cs.LG

Comments Fixed a typo regarding number of layers

1606.05200 2016-06-17 cs.CV physics.optics 57%

High-speed real-time single-pixel microscopy based on Fourier sampling

Qiang Guo, Hongwei Chen, Yuxi Wang, Yong Guo, Peng Liu, Xiurui Zhu, Zheng Cheng, Zhenming Yu, Minghua Chen, Sigang Yang, Shizhong Xie

专题命中病理影像：biomedical(abstract)；分类 cs.CV

1603.09381 2016-04-01 cs.LG cs.CL cs.NE 57%

Clinical Information Extraction via Convolutional Neural Network

Peng Li, Heng Huang

专题命中病理影像：pathology(abstract)；分类 cs.LG

Comments arXiv admin note: text overlap with arXiv:1408.5882 by other authors

1302.7280 2015-12-01 stat.ML cs.LG 57%

Bayesian Consensus Clustering

Eric F. Lock, David B. Dunson

专题命中病理影像：biomedical(abstract)；分类 cs.LG

Comments 32 pages, 13 figures

Journal ref Bioinformatics 29 (2013) 2610-2616

1412.3009 2014-12-10 cs.CV 57%

Brain Tumor Detection Based on Bilateral Symmetry Information

Narkhede Sachin, Deven Shah, Vaishali Khairnar, Sujata Kadu

专题命中病理影像：MRI(abstract)；分类 cs.CV

Comments 06 pages,02 figures,06 graphs. arXiv admin note: text overlap with arXiv:1403.6002

Journal ref ISSN:2248-9622 Vol.4,Issue 6(Version 3),June 2014,pp.98-103

1412.2873 2014-12-10 cs.CV 57%

Cancer Detection with Multiple Radiologists via Soft Multiple Instance Logistic Regression and $L_1$ Regularization

Inna Stainvas, Alexandra Manevitch, Isaac Leichter

专题命中病理影像：diagnosis(abstract)；分类 cs.CV

Comments 20 pages, report

1401.6127 2014-01-24 cs.CV 57%

Brain Tumor Detection Based On Symmetry Information

Narkhede Sachin G, Vaishali Khairnar

专题命中病理影像：MRI(abstract)；分类 cs.CV

Comments 3 Pages, 3 figures, 2 tables

Journal ref Int. Journal of Engineering Research and Application Vol. 3, Issue 6, Nov - Dec 2013, pp. 430 -432 (ISSN : 2248 - 9622)

1311.2621 2013-11-13 cs.CV 57%

Determining Leishmania Infection Levels by Automatic Analysis of Microscopy Images

P. A Nogueira

专题命中病理影像：biomedical(abstract)；分类 cs.CV

Comments MSc thesis, 105 pages

1304.4041 2013-04-16 cs.CV 57%

Multispectral Spatial Characterization: Application to Mitosis Detection in Breast Cancer Histopathology

H. Irshad, A. Gouaillard, L. Roux, D. Racoceanu

专题命中病理影像：diagnosis(abstract)；分类 cs.CV

1212.5391 2012-12-24 cs.LG cs.CE 57%

Soft Set Based Feature Selection Approach for Lung Cancer Images

G. Jothi, H. Hannah Inbarani

专题命中病理影像：CT(abstract)；分类 cs.LG

Comments 7 pages, IJSER Vol.3 Issue . 10 Oct 2012

1003.1511 2010-04-28 cs.CV 57%

Clinical gait data analysis based on Spatio-Temporal features

Rohit Katiyar, Dr. Vinay Kumar Pathak

专题命中病理影像：pathology(abstract)；分类 cs.CV

Comments Pages IEEE format, International Journal of Computer Science and Information Security, IJCSIS, Vol. 7 No. 2, February 2010, USA. ISSN 1947 5500, http://sites.google.com/site/ijcsis/

0912.2314 2010-01-07 cs.LG 57%

Early Detection of Breast Cancer using SVM Classifier Technique

Y. Ireaneus Anna Rejani, S. Thamarai Selvi

专题命中病理影像：diagnosis(abstract)；分类 cs.LG

Journal ref IJCSE Volume 1 Issue 3 2009 127-130

0904.1579 2009-12-01 cs.AI cs.LG 57%

Online prediction of ovarian cancer

Fedor Zhdanov, Vladimir Vovk, Brian Burford, Dmitry Devetyarov, Ilia Nouretdinov, Alex Gammerman

专题命中病理影像：diagnosis(abstract)；分类 cs.LG

Comments 11 pages, 4 figures, uses llncs.cls

1. 病理影像 3461 篇

Delineation of Skin Strata in Reflectance Confocal Microscopy Images using Recurrent Convolutional Networks with Toeplitz Attention

Deep Learning for identifying radiogenomic associations in breast cancer

Convolutional Neural Networks for Histopathology Image Classification: Training vs. Using Pre-Trained Networks

Learning to Segment Breast Biopsy Whole Slide Images

Lung sound classification using local binary pattern

Discovery Radiomics via Deep Multi-Column Radiomic Sequencers for Skin Cancer Detection

An unsupervised long short-term memory neural network for event detection in cell videos

A Guided Spatial Transformer Network for Histology Cell Differentiation

Brain Tumor Detection and Classification with Feed Forward Back-Prop Neural Network

Deep Learning for Lung Cancer Detection: Tackling the Kaggle Data Science Bowl 2017 Challenge

Sparse Autoencoder for Unsupervised Nucleus Detection and Representation in Histopathology Images

Efficient Registration of Pathological Images: A Joint PCA/Image-Reconstruction Approach

Skin cancer reorganization and classification with deep neural network

Deep learning-based assessment of tumor-associated stroma for diagnosing breast cancer in histopathology images

Development of a Real-time Colorectal Tumor Classification System for Narrow-band Imaging zoom-videoendoscopy

Learning Genomic Representations to Predict Clinical Outcomes in Cancer

Deep Convolutional Neural Networks for Microscopy-Based Point of Care Diagnostics

Avoiding pathologies in very deep networks

High-speed real-time single-pixel microscopy based on Fourier sampling

Clinical Information Extraction via Convolutional Neural Network

Bayesian Consensus Clustering

Brain Tumor Detection Based on Bilateral Symmetry Information

Cancer Detection with Multiple Radiologists via Soft Multiple Instance Logistic Regression and $L_1$ Regularization

Brain Tumor Detection Based On Symmetry Information

Determining Leishmania Infection Levels by Automatic Analysis of Microscopy Images

Multispectral Spatial Characterization: Application to Mitosis Detection in Breast Cancer Histopathology

Soft Set Based Feature Selection Approach for Lung Cancer Images

Clinical gait data analysis based on Spatio-Temporal features

Early Detection of Breast Cancer using SVM Classifier Technique

Online prediction of ovarian cancer