医学 AI - arXivDaily 专题

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

physics/0306200 2009-12-01 physics.bio-ph q-bio 57%

Folding of Cu, Zn superoxide dismutase and Familial Amyotrophic Lateral Sclerosis

Sagar D. Khare, Feng Ding, Nikolay V. Dokholyan

专题命中病理影像：pathology(abstract)；分类 q-bio

Comments 16 pages, 5 figures

chao-dyn/9806022 2009-11-30 chao-dyn nlin.CD q-bio 57%

ROC Analysis and a Realistic Model of Heart Rate Variability

Stefan Thurner, Markus C. Feurstein, Malvin C. Teich

专题命中病理影像：pathology(abstract)；分类 q-bio

Comments 5 pages, 3 ps figures

2302.02884 2023-02-07 eess.IV cs.CV cs.LG 56%

Intra-operative Brain Tumor Detection with Deep Learning-Optimized Hyperspectral Imaging

Tommaso Giannantonio, Anna Alperovich, Piercosimo Semeraro, Manfredo Atzori, Xiaohan Zhang, Christoph Hauger, Alexander Freytag, Siri Luthman, Roeland Vandebriel, Murali Jayapala, Lien Solie, Steven de Vleeschouwer

专题命中病理影像：分类 cs.CV、cs.LG、eess.IV；diagnosis(comments)

Comments SPIE Photonics West 2023 conference Optical Biopsy XXI: Toward Real-Time Spectroscopic Imaging and Diagnosis. 18 pages, 11 figures

2203.01703 2022-09-19 cs.CV cs.LG eess.IV stat.ML 56%

Capturing Shape Information with Multi-Scale Topological Loss Terms for 3D Reconstruction

Dominik J. E. Waibel, Scott Atwell, Matthias Meier, Carsten Marr, Bastian Rieck

专题命中病理影像：分类 cs.CV、cs.LG、eess.IV；medical image(comments)

Comments Accepted at the 25th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI)

2206.13419 2022-06-28 eess.IV cs.CV cs.LG 56%

DeStripe: A Self2Self Spatio-Spectral Graph Neural Network with Unfolded Hessian for Stripe Artifact Removal in Light-sheet Microscopy

Yu Liu, Kurt Weiss, Nassir Navab, Carsten Marr, Jan Huisken, Tingying Peng

专题命中病理影像：分类 cs.CV、cs.LG、eess.IV；medical image(comments)

Comments Accepted by 25th International Conference on Medical Image Computing and Computer Assisted Intervention

2109.09518 2021-09-21 eess.IV cs.CV cs.LG 56%

Primary Tumor and Inter-Organ Augmentations for Supervised Lymph Node Colon Adenocarcinoma Metastasis Detection

Apostolia Tsirikoglou, Karin Stacke, Gabriel Eilertsen, Jonas Unger

专题命中病理影像：分类 cs.CV、cs.LG、eess.IV；medical image(comments)

Comments International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2021

1905.04385 2019-05-14 cs.CV cs.LG eess.IV 56%

Ink removal from histopathology whole slide images by combining classification, detection and image generation models

Sharib Ali, Nasullah Khalid Alham, Clare Verrill, Jens Rittscher

专题命中病理影像：分类 cs.CV、cs.LG、eess.IV；biomedical(comments)

Comments Accepted paper at IEEE International Symposium on Biomedical Imaging (ISBI) 2019, Venice, Italy

1. 病理影像 3453 篇

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

Folding of Cu, Zn superoxide dismutase and Familial Amyotrophic Lateral Sclerosis

ROC Analysis and a Realistic Model of Heart Rate Variability

Intra-operative Brain Tumor Detection with Deep Learning-Optimized Hyperspectral Imaging

Capturing Shape Information with Multi-Scale Topological Loss Terms for 3D Reconstruction

DeStripe: A Self2Self Spatio-Spectral Graph Neural Network with Unfolded Hessian for Stripe Artifact Removal in Light-sheet Microscopy

Primary Tumor and Inter-Organ Augmentations for Supervised Lymph Node Colon Adenocarcinoma Metastasis Detection

Ink removal from histopathology whole slide images by combining classification, detection and image generation models