医学 AI - arXivDaily 专题

1812.10256 2021-07-14 cs.CV 57%

A Whole Slide Image Grading Benchmark and Tissue Classification for Cervical Cancer Precursor Lesions with Inter-Observer Variability

Abdulkadir Albayrak, Asli Unlu, Nurullah Calik, Abdulkerim Capar, Gokhan Bilgin, Behcet Ugur Toreyin, Bahar Muezzinoglu, Ilknur Turkmen, Lutfiye Durak-Ata

专题命中病理影像：diagnosis(abstract)；分类 cs.CV

2107.02911 2021-07-08 cs.LG stat.ML 57%

Scaling up Continuous-Time Markov Chains Helps Resolve Underspecification

Alkis Gotovos, Rebekka Burkholz, John Quackenbush, Stefanie Jegelka

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

1907.00865 2021-06-01 stat.ML cs.LG 57%

Radial Bayesian Neural Networks: Beyond Discrete Support In Large-Scale Bayesian Deep Learning

Sebastian Farquhar, Michael Osborne, Yarin Gal

专题命中病理影像：pathology(abstract)；分类 cs.LG

Journal ref AI Stats, PMLR 108:1352-1362, 2020

2009.13477 2021-05-26 physics.med-ph eess.IV 57%

Super-Resolution Ultrasound Localization Microscopy Based on a High Frame-rate Clinical Ultrasound Scanner: An In-human Feasibility Study

Chengwu Huang, Wei Zhang, Ping Gong, U-Wai Lok, Shanshan Tang, Tinghui Yin, Xirui Zhang, Lei Zhu, Maodong Sang, Pengfei Song, Rongqin Zheng, Shigao Chen

专题命中病理影像：diagnosis(abstract)；分类 eess.IV

Comments 41 pages, 5 figures, 4 supplemental figures

2105.09471 2021-05-21 cs.LG 57%

AI-Decision Support System Interface Using Cancer Related Data for Lung Cancer Prognosis

Asim Leblebici, Omer Gesoglu, Yasemin Basbinar

专题命中病理影像：diagnosis(abstract)；分类 cs.LG

2010.07768 2021-05-04 eess.IV physics.optics 57%

High-resolution single-shot phase-shifting interference microscopy using deep neural network for quantitative phase imaging of biological samples

Sunil Bhatt, Ankit Butola, Sheetal Raosaheb Kanade, Anand Kumar, Dalip Singh Mehta

专题命中病理影像：biomedical(abstract)；分类 eess.IV

2008.13050 2021-05-04 cs.CV 57%

An automatic framework for fusing information from differently stained consecutive digital whole slide images: A case study in renal histology

Odyssee Merveille, Thomas Lampert, Jessica Schmitz, Germain Forestier, Friedrich Feuerhake, Cédric Wemmert

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

2104.12844 2021-04-28 cs.LG 57%

LCS-DIVE: An Automated Rule-based Machine Learning Visualization Pipeline for Characterizing Complex Associations in Classification

Robert Zhang, Rachael Stolzenberg-Solomon, Shannon M. Lynch, Ryan J. Urbanowicz

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

Comments 21 pages, 11 figures, submitted for review on 4/26/21

2104.10775 2021-04-23 cs.CV 57%

Meta-learning for skin cancer detection using Deep Learning Techniques

Sara I. Garcia

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

2102.10499 2021-04-23 cs.CV 57%

A Hierarchical Conditional Random Field-based Attention Mechanism Approach for Gastric Histopathology Image Classification

Yixin Li, Xinran Wu, Chen Li, Changhao Sun, Md Rahaman, Haoyuan Chen, Yudong Yao, Xiaoyan Li, Yong Zhang, Tao Jiang

专题命中病理影像：diagnosis(abstract)；分类 cs.CV

2104.07878 2021-04-19 cs.CV cs.IR 57%

Histopathology WSI Encoding based on GCNs for Scalable and Efficient Retrieval of Diagnostically Relevant Regions

Yushan Zheng, Zhiguo Jiang, Haopeng Zhang, Fengying Xie, Jun Shi, Chenghai Xue

专题命中病理影像：diagnosis(abstract)；分类 cs.CV

2012.06964 2021-04-12 cs.CV 57%

Fully-Automated Liver Tumor Localization and Characterization from Multi-Phase MR Volumes Using Key-Slice ROI Parsing: A Physician-Inspired Approach

Bolin Lai, Yuhsuan Wu, Xiaoyu Bai, Xiao-Yun Zhou, Peng Wang, Jinzheng Cai, Yuankai Huo, Lingyun Huang, Yong Xia, Jing Xiao, Le Lu, Heping Hu, Adam Harrison

专题命中病理影像：diagnosis(abstract)；分类 cs.CV

Comments 14 pages

2011.02468 2021-04-08 physics.optics eess.IV physics.app-ph 57%

Geometric Solution of Image Degradation by Diffraction in Lensless Sensing and Microscopy

Sanjeev Kumar, Manjunatha Mahadevappa, Pranab Kumar Dutta

专题命中病理影像：CT(abstract)；分类 eess.IV

2010.09875 2021-03-24 cs.LG stat.ML 57%

Combining Ensembles and Data Augmentation can Harm your Calibration

Yeming Wen, Ghassen Jerfel, Rafael Muller, Michael W. Dusenberry, Jasper Snoek, Balaji Lakshminarayanan, Dustin Tran

专题命中病理影像：pathology(abstract)；分类 cs.LG

1906.04072 2021-03-23 stat.ML cs.LG stat.ME 57%

A Bayesian Model of Dose-Response for Cancer Drug Studies

Wesley Tansey, Christopher Tosh, David M. Blei

专题命中病理影像：pathology(abstract)；分类 cs.LG

Comments Extended to handle covariates; additional benchmarks comparing to related work

2103.05617 2021-03-22 cs.CV 57%

Point-supervised Segmentation of Microscopy Images and Volumes via Objectness Regularization

Shijie Li, Neel Dey, Katharina Bermond, Leon von der Emde, Christine A. Curcio, Thomas Ach, Guido Gerig

专题命中病理影像：pathology(abstract)；分类 cs.CV

Comments Accepted to IEEE ISBI 2021. Code available at https://github.com/CJLee94/Point-Supervised-Segmentation

2103.01224 2021-03-11 physics.med-ph eess.IV physics.optics 57%

Three-Dimensional Virtual Histology in Unprocessed Resected Tissues with Photoacoustic Remote Sensing (PARS) Microscopy and Optical Coherence Tomography

Benjamin R. Ecclestone, Zohreh Hosseinaee, Nima Abbasi, Kevan Bell, Deepak Dinakaran, John Mackey, Parsin Haji Reza

专题命中病理影像：diagnosis(abstract)；分类 eess.IV

Comments 5 Figures, 14 pages

2103.05121 2021-03-10 cs.CV cs.AI 57%

Multiple Instance Captioning: Learning Representations from Histopathology Textbooks and Articles

Jevgenij Gamper, Nasir Rajpoot

专题命中病理影像：pathology(abstract)；分类 cs.CV

Comments Accepted at CVPR 2021

2102.11433 2021-03-02 eess.IV cs.AI 57%

Histo-fetch -- On-the-fly processing of gigapixel whole slide images simplifies and speeds neural network training

Brendon Lutnick, Leema Krishna Murali, Brandon Ginley, Avi Z. Rosenberg, Pinaki Sarder

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

Comments 5 pages, 2 figures

2002.07161 2021-02-11 physics.med-ph cs.LG stat.ML 57%

Surrogate-free machine learning-based organ dose reconstruction for pediatric abdominal radiotherapy

M. Virgolin, Z. Wang, B. V. Balgobind, I. W. E. M. van Dijk, J. Wiersma, P. S. Kroon, G. O. Janssens, M. van Herk, D. C. Hodgson, L. Zadravec Zaletel, C. R. N. Rasch, A. Bel, P. A. N. Bosman, T. Alderliesten

专题命中病理影像：CT(abstract)；分类 cs.LG

Comments M. Virgolin and Z. Wang share first authorship

Journal ref Physics in Medicine & Biology. 2020 Dec 8;65(24):245021

2006.11438 2021-02-05 cs.LG cs.AI cs.MA 57%

Deep Implicit Coordination Graphs for Multi-agent Reinforcement Learning

Sheng Li, Jayesh K. Gupta, Peter Morales, Ross Allen, Mykel J. Kochenderfer

专题命中病理影像：pathology(abstract)；分类 cs.LG

1910.12513 2021-01-27 physics.med-ph eess.IV 57%

Deep Model with Siamese Network for Viability and Necrosis Tumor Assessment in Osteosarcoma

Yu Fu

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

Comments Wrong reference to the article's references;The word in Figure 1 is wrong;Structure error in Figure 2

2101.07903 2021-01-21 eess.IV 57%

Fine-Tuning and Training of DenseNet for Histopathology Image Representation Using TCGA Diagnostic Slides

Abtin Riasatian, Morteza Babaie, Danial Maleki, Shivam Kalra, Mojtaba Valipour, Sobhan Hemati, Manit Zaveri, Amir Safarpoor, Sobhan Shafiei, Mehdi Afshari, Maral Rasoolijaberi, Milad Sikaroudi, Mohd Adnan, Sultaan Shah, Charles Choi, Savvas Damaskinos, Clinton JV Campbell, Phedias Diamandis, Liron Pantanowitz, Hany Kashani, Ali Ghodsi, H. R. Tizhoosh

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

2101.05775 2021-01-15 cs.LG 57%

$\text{O}^2$PF: Oversampling via Optimum-Path Forest for Breast Cancer Detection

Leandro Aparecido Passos, Danilo Samuel Jodas, Luiz C. F. Ribeiro, Thierry Pinheiro, João P. Papa

专题命中病理影像：diagnosis(abstract)；分类 cs.LG

Comments 6 pages, 3 figures. 2020 IEEE 33rd International Symposium on Computer-Based Medical Systems (CBMS)

2101.01337 2021-01-06 cs.CL cs.LG 57%

Integration of Domain Knowledge using Medical Knowledge Graph Deep Learning for Cancer Phenotyping

Mohammed Alawad, Shang Gao, Mayanka Chandra Shekar, S. M. Shamimul Hasan, J. Blair Christian, Xiao-Cheng Wu, Eric B. Durbin, Jennifer Doherty, Antoinette Stroup, Linda Coyle, Lynne Penberthy, Georgia Tourassi

专题命中病理影像：pathology(abstract)；分类 cs.LG

1910.08475 2021-01-01 cs.LG cs.NE stat.ML 57%

On Warm-Starting Neural Network Training

Jordan T. Ash, Ryan P. Adams

专题命中病理影像：pathology(abstract)；分类 cs.LG

Journal ref 2020 Advances in Neural Information Processing Systems

2010.09301 2020-12-22 cs.LG stat.ML 57%

Characterizing Deep Gaussian Processes via Nonlinear Recurrence Systems

Anh Tong, Jaesik Choi

专题命中病理影像：pathology(abstract)；分类 cs.LG

Comments AAAI 2021

2012.08801 2020-12-17 physics.optics eess.IV physics.bio-ph physics.ins-det 57%

Spatial light interference microscopy (SLIM): principle and applications to biomedicine

Xi Chen, Mikhail E. Kandel, Gabriel Popescu

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

Comments 69 pages, 53 figures

2011.09962 2020-11-20 cs.NE eess.IV 57%

Proposing method to Increase the detection accuracy of stomach cancer based on colour and lint features of tongue using CNN and SVM

Elham Gholami, Seyed Reza Kamel Tabbakh, Maryam Kheirabadi

专题命中病理影像：diagnosis(abstract)；分类 eess.IV

2009.08337 2020-11-16 physics.med-ph eess.IV 57%

Histopathology for Mohs Micrographic Surgery with Photoacoustic Remote Sensing Microscopy

Benjamin R. Ecclestone, Kevan Bell, Saad Abbasi, Deepak Dinakaran, Muba Taher, John R. Mackey, Parsin Haji Reza

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

Comments 15 pages, 5 figures

1. 病理影像 3453 篇

A Whole Slide Image Grading Benchmark and Tissue Classification for Cervical Cancer Precursor Lesions with Inter-Observer Variability

Scaling up Continuous-Time Markov Chains Helps Resolve Underspecification

Radial Bayesian Neural Networks: Beyond Discrete Support In Large-Scale Bayesian Deep Learning

Super-Resolution Ultrasound Localization Microscopy Based on a High Frame-rate Clinical Ultrasound Scanner: An In-human Feasibility Study

AI-Decision Support System Interface Using Cancer Related Data for Lung Cancer Prognosis

High-resolution single-shot phase-shifting interference microscopy using deep neural network for quantitative phase imaging of biological samples

An automatic framework for fusing information from differently stained consecutive digital whole slide images: A case study in renal histology

LCS-DIVE: An Automated Rule-based Machine Learning Visualization Pipeline for Characterizing Complex Associations in Classification

Meta-learning for skin cancer detection using Deep Learning Techniques

A Hierarchical Conditional Random Field-based Attention Mechanism Approach for Gastric Histopathology Image Classification

Histopathology WSI Encoding based on GCNs for Scalable and Efficient Retrieval of Diagnostically Relevant Regions

Fully-Automated Liver Tumor Localization and Characterization from Multi-Phase MR Volumes Using Key-Slice ROI Parsing: A Physician-Inspired Approach

Geometric Solution of Image Degradation by Diffraction in Lensless Sensing and Microscopy

Combining Ensembles and Data Augmentation can Harm your Calibration

A Bayesian Model of Dose-Response for Cancer Drug Studies

Point-supervised Segmentation of Microscopy Images and Volumes via Objectness Regularization

Three-Dimensional Virtual Histology in Unprocessed Resected Tissues with Photoacoustic Remote Sensing (PARS) Microscopy and Optical Coherence Tomography

Multiple Instance Captioning: Learning Representations from Histopathology Textbooks and Articles

Histo-fetch -- On-the-fly processing of gigapixel whole slide images simplifies and speeds neural network training

Surrogate-free machine learning-based organ dose reconstruction for pediatric abdominal radiotherapy

Deep Implicit Coordination Graphs for Multi-agent Reinforcement Learning

Deep Model with Siamese Network for Viability and Necrosis Tumor Assessment in Osteosarcoma

Fine-Tuning and Training of DenseNet for Histopathology Image Representation Using TCGA Diagnostic Slides

$\text{O}^2$PF: Oversampling via Optimum-Path Forest for Breast Cancer Detection

Integration of Domain Knowledge using Medical Knowledge Graph Deep Learning for Cancer Phenotyping

On Warm-Starting Neural Network Training

Characterizing Deep Gaussian Processes via Nonlinear Recurrence Systems

Spatial light interference microscopy (SLIM): principle and applications to biomedicine

Proposing method to Increase the detection accuracy of stomach cancer based on colour and lint features of tongue using CNN and SVM

Histopathology for Mohs Micrographic Surgery with Photoacoustic Remote Sensing Microscopy