医学 AI - arXivDaily 专题

2011.14036 2020-12-01 eess.IV cs.CV cs.CY cs.LG 82%

Differences between human and machine perception in medical diagnosis

Taro Makino, Stanislaw Jastrzebski, Witold Oleszkiewicz, Celin Chacko, Robin Ehrenpreis, Naziya Samreen, Chloe Chhor, Eric Kim, Jiyon Lee, Kristine Pysarenko, Beatriu Reig, Hildegard Toth, Divya Awal, Linda Du, Alice Kim, James Park, Daniel K. Sodickson, Laura Heacock, Linda Moy, Kyunghyun Cho, Krzysztof J. Geras

专题命中诊断辅助：diagnosis(title,abstract)；分类 cs.CV、cs.LG、eess.IV

2002.05536 2020-11-11 eess.IV cs.CV cs.LG stat.ML 82%

Deep Learning-based End-to-end Diagnosis System for Avascular Necrosis of Femoral Head

Yang Li, Yan Li, Hua Tian

专题命中诊断辅助：diagnosis(title,abstract)；分类 cs.CV、cs.LG、eess.IV

Comments 10 pages, 5 figures

2010.13271 2020-10-27 eess.IV cs.CV cs.LG 82%

Interpreting Uncertainty in Model Predictions For COVID-19 Diagnosis

Gayathiri Murugamoorthy, Naimul Khan

专题命中诊断辅助：diagnosis(title,abstract)；分类 cs.CV、cs.LG、eess.IV

Comments Submitted to ISBI 2021

2010.12316 2020-10-26 cs.CV cs.LG eess.IV 82%

Matching the Clinical Reality: Accurate OCT-Based Diagnosis From Few Labels

Valentyn Melnychuk, Evgeniy Faerman, Ilja Manakov, Thomas Seidl

专题命中诊断辅助：diagnosis(title)；medical image(abstract)；分类 cs.CV、cs.LG、eess.IV

Comments KDAH-CIKM-2020

2003.02597 2020-08-31 cs.CV cs.LG eess.IV 82%

AI outperformed every dermatologist: Improved dermoscopic melanoma diagnosis through customizing batch logic and loss function in an optimized Deep CNN architecture

Cong Tri Pham, Mai Chi Luong, Dung Van Hoang, Antoine Doucet

专题命中诊断辅助：diagnosis(title,abstract)；分类 cs.CV、cs.LG、eess.IV

Comments We are submitting the article in the journal and waiting for the review result, so we want to temporarily delete the article. When the article is officially accepted, it will be resubmitted

2007.02895 2020-07-07 cs.LG cs.CV eess.IV 82%

Coronary Heart Disease Diagnosis Based on Improved Ensemble Learning

Kuntoro Adi Nugroho, Noor Akhmad Setiawan, Teguh Bharata Adji

专题命中诊断辅助：diagnosis(title,abstract)；分类 cs.CV、cs.LG、eess.IV

Journal ref J. Converg. Inf. Technol, 8(13), p.13. 2013

2006.13817 2020-06-25 eess.IV cs.CV cs.LG 82%

Stacked Convolutional Neural Network for Diagnosis of COVID-19 Disease from X-ray Images

Mahesh Gour, Sweta Jain

专题命中诊断辅助：diagnosis(title,abstract)；分类 cs.CV、cs.LG、eess.IV

Comments 6 tables, 4 figures

2006.13262 2020-06-25 eess.IV cs.CV cs.LG 82%

Was there COVID-19 back in 2012? Challenge for AI in Diagnosis with Similar Indications

Imon Banerjee, Priyanshu Sinha, Saptarshi Purkayastha, Nazanin Mashhaditafreshi, Amara Tariq, Jiwoong Jeong, Hari Trivedi, Judy W. Gichoya

专题命中诊断辅助：diagnosis(title,abstract)；分类 cs.CV、cs.LG、eess.IV

2006.12220 2020-06-23 eess.IV cs.CV cs.LG 82%

Learning Diagnosis of COVID-19 from a Single Radiological Image

Pengyi Zhang, Yunxin Zhong, Xiaoying Tang, Yunlin Deng, Xiaoqiong Li

专题命中诊断辅助：diagnosis(title,abstract)；分类 cs.CV、cs.LG、eess.IV

2006.11522 2020-06-23 cs.CR cs.DC 82%

Access Control Management for Computer-Aided Diagnosis Systems using Blockchain

Mayra Samaniego, Sara Hosseinzadeh Kassani, Cristian Espana, Ralph Deters

专题命中诊断辅助：diagnosis(title,abstract)；medical image(abstract)

Comments 5 pages, 7 figures, 1 table, 2020 IEEE International Conference on Smart Internet of Things (SmartIoT)

2006.10547 2020-06-22 cs.CV cs.LG eess.IV 82%

MOSQUITO-NET: A deep learning based CADx system for malaria diagnosis along with model interpretation using GradCam and class activation maps

Aayush Kumar, Sanat B Singh, Suresh Chandra Satapathy, Minakhi Rout

专题命中诊断辅助：diagnosis(title,abstract)；分类 cs.CV、cs.LG、eess.IV

Comments arXiv admin note: text overlap with arXiv:2003.09871 by other authors

2005.09448 2020-05-20 eess.IV cs.CV cs.LG 82%

The Skincare project, an interactive deep learning system for differential diagnosis of malignant skin lesions. Technical Report

Daniel Sonntag, Fabrizio Nunnari, Hans-Jürgen Profitlich

专题命中诊断辅助：diagnosis(title,abstract)；分类 cs.CV、cs.LG、eess.IV

Comments 20 pages, 15 figures

2005.05074 2020-05-12 eess.IV cs.CV cs.LG 82%

A New Computer-Aided Diagnosis System with Modified Genetic Feature Selection for BI-RADS Classification of Breast Masses in Mammograms

Said Boumaraf, Xiabi Liu, Chokri Ferkous, Xiaohong Ma

专题命中诊断辅助：diagnosis(title,abstract)；分类 cs.CV、cs.LG、eess.IV

2003.09208 2020-05-01 eess.IV cs.CV cs.LG 82%

Diagnosis of Diabetic Retinopathy in Ethiopia: Before the Deep Learning based Automation

Misgina Tsighe Hagos

专题命中诊断辅助：diagnosis(title,abstract)；分类 cs.CV、cs.LG、eess.IV

2003.07603 2020-03-19 cs.CV cs.LG eess.IV 82%

Rectified Meta-Learning from Noisy Labels for Robust Image-based Plant Disease Diagnosis

Ruifeng Shi, Deming Zhai, Xianming Liu, Junjun Jiang, Wen Gao

专题命中诊断辅助：diagnosis(title,abstract)；分类 cs.CV、cs.LG、eess.IV

2002.10974 2020-02-26 cs.CV cs.LG eess.IV 82%

Fault Diagnosis in Microelectronics Attachment via Deep Learning Analysis of 3D Laser Scans

Nikolaos Dimitriou, Lampros Leontaris, Thanasis Vafeiadis, Dimosthenis Ioannidis, Tracy Wotherspoon, Gregory Tinker, Dimitrios Tzovaras

专题命中诊断辅助：diagnosis(title,abstract)；分类 cs.CV、cs.LG、eess.IV

Comments 10 pages, 12 figures. in IEEE Transactions on Industrial Electronics, 2019 (early access)

2002.08729 2020-02-21 cs.LG cs.CV cs.NE eess.IV 82%

Bimodal Distribution Removal and Genetic Algorithm in Neural Network for Breast Cancer Diagnosis

Ke Quan

专题命中诊断辅助：diagnosis(title,abstract)；分类 cs.CV、cs.LG、eess.IV

2002.01891 2020-02-06 eess.IV cs.CV cs.LG stat.ML 82%

A neural network model that learns differences in diagnosis strategies among radiologists has an improved area under the curve for aneurysm status classification in magnetic resonance angiography image series

Yasuhiko Tachibana, Masataka Nishimori, Naoyuki Kitamura, Kensuke Umehara, Junko Ota, Takayuki Obata, Tatsuya Higashi

专题命中诊断辅助：diagnosis(title,abstract)；分类 cs.CV、cs.LG、eess.IV

2001.02015 2020-01-08 eess.SP cs.LG eess.IV 82%

Missing-Class-Robust Domain Adaptation by Unilateral Alignment for Fault Diagnosis

Qin Wang, Gabriel Michau, Olga Fink

专题命中诊断辅助：diagnosis(title,abstract)；分类 cs.LG、eess.IV、eess.SP

1911.08705 2019-11-21 eess.IV cs.CV cs.LG 82%

Computer-Aided Clinical Skin Disease Diagnosis Using CNN and Object Detection Models

Xin He, Shihao Wang, Shaohuai Shi, Zhenheng Tang, Yuxin Wang, Zhihao Zhao, Jing Dai, Ronghao Ni, Xiaofeng Zhang, Xiaoming Liu, Zhili Wu, Wu Yu, Xiaowen Chu

专题命中诊断辅助：diagnosis(title,abstract)；分类 cs.CV、cs.LG、eess.IV

Comments KDDBHI Workshop 2019, IEEE BigData Conference

1911.02475 2019-11-07 eess.IV cs.CV cs.LG 82%

Unimodal-uniform Constrained Wasserstein Training for Medical Diagnosis

Xiaofeng Liu, Xu Han, Yukai Qiao, Yi Ge, Lu Jun

专题命中诊断辅助：diagnosis(title,abstract)；分类 cs.CV、cs.LG、eess.IV

Comments ICCV VRMI workshop Oral. arXiv admin note: text overlap with arXiv:1911.00962

1910.08878 2019-10-22 eess.IV cs.CV cs.LG 82%

Probabilistic Radiomics: Ambiguous Diagnosis with Controllable Shape Analysis

Jiancheng Yang, Rongyao Fang, Bingbing Ni, Yamin Li, Yi Xu, Linguo Li

专题命中诊断辅助：diagnosis(title,abstract)；分类 cs.CV、cs.LG、eess.IV

Comments MICCAI 2019 (early accept), with supplementary materials

1909.11839 2019-09-27 eess.IV cs.CV cs.LG 82%

Breast Cancer Diagnosis with Transfer Learning and Global Pooling

Sara Hosseinzadeh Kassani, Peyman Hosseinzadeh Kassani, Michal J. Wesolowski, Kevin A. Schneider, Ralph Deters

专题命中诊断辅助：diagnosis(title,abstract)；分类 cs.CV、cs.LG、eess.IV

1909.02157 2019-09-15 cs.LG cs.CV eess.IV stat.ML 82%

Atypical Facial Landmark Localisation with Stacked Hourglass Networks: A Study on 3D Facial Modelling for Medical Diagnosis

Gary Storey, Ahmed Bouridane, Richard Jiang, Chang-tsun Li

专题命中诊断辅助：diagnosis(title,abstract)；分类 cs.CV、cs.LG、eess.IV

Comments In press, 2019

Journal ref Deep Biometrics, Springer Book, 2019

1907.06064 2019-07-16 eess.IV cs.CV cs.LG stat.ML 82%

Image Evolution Trajectory Prediction and Classification from Baseline using Learning-based Patch Atlas Selection for Early Diagnosis

Can Gafuroglu, Islem Rekik

专题命中诊断辅助：diagnosis(title)；MRI(abstract)；分类 cs.CV、cs.LG、eess.IV

1907.05358 2019-07-12 cs.CV cs.LG eess.IV stat.ML 82%

StrokeSave: A Novel, High-Performance Mobile Application for Stroke Diagnosis using Deep Learning and Computer Vision

Ankit Gupta

专题命中诊断辅助：diagnosis(title,abstract)；分类 cs.CV、cs.LG、eess.IV

1905.02544 2019-05-08 eess.IV cs.CV cs.LG cs.NE 82%

Ocular Diseases Diagnosis in Fundus Images using a Deep Learning: Approaches, tools and Performance evaluation

Yaroub Elloumi, Mohamed Akil, Henda Boudegga

专题命中诊断辅助：diagnosis(title)；pathology(abstract)；分类 cs.CV、cs.LG、eess.IV

Journal ref SPIE Real-Time Image Processing and Deep Learning, Apr 2019, Baltimore, Maryland, United States

1811.04463 2019-03-26 cs.LG cs.CV eess.IV stat.ML 82%

Machine Learning with Abstention for Automated Liver Disease Diagnosis

Kanza Hamid, Amina Asif, Wajid Abbasi, Durre Sabih, Fayyaz Minhas

专题命中诊断辅助：diagnosis(title,abstract)；分类 cs.CV、cs.LG、eess.IV

Comments Preprint version before submission for publication. complete version published in proc. 15th International Conference on Frontiers of Information Technology (FIT 2017), December 18-20, 2017, Islamabad, Pakistan. http://ieeexplore.ieee.org/document/8261064/

Journal ref 15th IEEE International Conference on Frontiers of Information Technology (FIT 2017), December 18-20, 2017, Islamabad, Pakistan

1901.11074 2019-02-01 cs.CV cs.LG eess.IV stat.ML 82%

A Convolutional Neural Network for the Automatic Diagnosis of Collagen VI related Muscular Dystrophies

Adrián Bazaga, Mònica Roldán, Carmen Badosa, Cecilia Jiménez-Mallebrera, Josep M. Porta

专题命中诊断辅助：diagnosis(title,abstract)；分类 cs.CV、cs.LG、eess.IV

Comments Submitted for review to Expert Systems With Applications

1701.03882 2017-01-17 physics.med-ph 82%

Multi-task Learning in the Computerized Diagnosis of Breast Cancer on DCE-MRIs

Natalia Antropova, Benjamin Huynh, Maryellen Giger

专题命中诊断辅助：diagnosis(title)；medical image(abstract)；MRI(abstract)

1. 诊断辅助 8209 篇

Differences between human and machine perception in medical diagnosis

Deep Learning-based End-to-end Diagnosis System for Avascular Necrosis of Femoral Head

Interpreting Uncertainty in Model Predictions For COVID-19 Diagnosis

Matching the Clinical Reality: Accurate OCT-Based Diagnosis From Few Labels

AI outperformed every dermatologist: Improved dermoscopic melanoma diagnosis through customizing batch logic and loss function in an optimized Deep CNN architecture

Coronary Heart Disease Diagnosis Based on Improved Ensemble Learning

Stacked Convolutional Neural Network for Diagnosis of COVID-19 Disease from X-ray Images

Was there COVID-19 back in 2012? Challenge for AI in Diagnosis with Similar Indications

Learning Diagnosis of COVID-19 from a Single Radiological Image

Access Control Management for Computer-Aided Diagnosis Systems using Blockchain

MOSQUITO-NET: A deep learning based CADx system for malaria diagnosis along with model interpretation using GradCam and class activation maps

The Skincare project, an interactive deep learning system for differential diagnosis of malignant skin lesions. Technical Report

A New Computer-Aided Diagnosis System with Modified Genetic Feature Selection for BI-RADS Classification of Breast Masses in Mammograms

Diagnosis of Diabetic Retinopathy in Ethiopia: Before the Deep Learning based Automation

Rectified Meta-Learning from Noisy Labels for Robust Image-based Plant Disease Diagnosis

Fault Diagnosis in Microelectronics Attachment via Deep Learning Analysis of 3D Laser Scans

Bimodal Distribution Removal and Genetic Algorithm in Neural Network for Breast Cancer Diagnosis

A neural network model that learns differences in diagnosis strategies among radiologists has an improved area under the curve for aneurysm status classification in magnetic resonance angiography image series

Missing-Class-Robust Domain Adaptation by Unilateral Alignment for Fault Diagnosis

Computer-Aided Clinical Skin Disease Diagnosis Using CNN and Object Detection Models

Unimodal-uniform Constrained Wasserstein Training for Medical Diagnosis

Probabilistic Radiomics: Ambiguous Diagnosis with Controllable Shape Analysis

Breast Cancer Diagnosis with Transfer Learning and Global Pooling

Atypical Facial Landmark Localisation with Stacked Hourglass Networks: A Study on 3D Facial Modelling for Medical Diagnosis

Image Evolution Trajectory Prediction and Classification from Baseline using Learning-based Patch Atlas Selection for Early Diagnosis

StrokeSave: A Novel, High-Performance Mobile Application for Stroke Diagnosis using Deep Learning and Computer Vision

Ocular Diseases Diagnosis in Fundus Images using a Deep Learning: Approaches, tools and Performance evaluation

Machine Learning with Abstention for Automated Liver Disease Diagnosis

A Convolutional Neural Network for the Automatic Diagnosis of Collagen VI related Muscular Dystrophies

Multi-task Learning in the Computerized Diagnosis of Breast Cancer on DCE-MRIs