医学 AI - arXivDaily 专题

2110.10813 2023-02-20 eess.IV cs.CV cs.LG 82%

CXR-Net: An Encoder-Decoder-Encoder Multitask Deep Neural Network for Explainable and Accurate Diagnosis of COVID-19 pneumonia with Chest X-ray Images

Xin Zhang, Liangxiu Han, Tam Sobeih, Lianghao Han, Nina Dempsey, Symeon Lechareas, Ascanio Tridente, Haoming Chen, Stephen White

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

2212.13032 2022-12-27 eess.IV cs.CV cs.LG 82%

Diagnosis of COVID-19 based on Chest Radiography

Mei Gah Lim, Hoi Leong Lee

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

2206.13608 2022-11-08 eess.IV cs.CV cs.LG 82%

Reducing Annotation Need in Self-Explanatory Models for Lung Nodule Diagnosis

Jiahao Lu, Chong Yin, Oswin Krause, Kenny Erleben, Michael Bachmann Nielsen, Sune Darkner

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

Comments 10 pages, 4 figures, 2 tables

2210.13721 2022-10-26 eess.IV cs.CV cs.LG 82%

Multi-modal Dynamic Graph Network: Coupling Structural and Functional Connectome for Disease Diagnosis and Classification

Yanwu Yang, Xutao Guo, Zhikai Chang, Chenfei Ye, Yang Xiang, Ting Ma

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

2210.09449 2022-10-19 eess.IV cs.CV cs.LG cs.NE 82%

Early Diagnosis of Retinal Blood Vessel Damage via Deep Learning-Powered Collective Intelligence Models

Pranjal Bhardwaj, Prajjwal Gupta, Thejineaswar Guhan, Kathiravan Srinivasan

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

Journal ref Hindawi Computational and Mathematical Methods in Medicine Volume 2022, Article ID 3571364, 13 pages

2202.06431 2022-10-12 eess.IV cs.CV cs.LG 82%

AI can evolve without labels: self-evolving vision transformer for chest X-ray diagnosis through knowledge distillation

Sangjoon Park, Gwanghyun Kim, Yujin Oh, Joon Beom Seo, Sang Min Lee, Jin Hwan Kim, Sungjun Moon, Jae-Kwang Lim, Chang Min Park, Jong Chul Ye

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

Comments 24 pages

2202.06956 2022-10-04 eess.IV cs.CV cs.LG 82%

DermX: an end-to-end framework for explainable automated dermatological diagnosis

Raluca Jalaboi, Frederik Faye, Mauricio Orbes-Arteaga, Dan Jørgensen, Ole Winther, Alfiia Galimzianova

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

2206.08826 2022-09-27 cs.LG cs.CV eess.IV 82%

Multimodal Attention-based Deep Learning for Alzheimer's Disease Diagnosis

Michal Golovanevsky, Carsten Eickhoff, Ritambhara Singh

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

Comments 11 pages, 5 figures

Journal ref Journal of the American Medical Informatics Association, 2022; ocac168

2202.06505 2022-09-20 eess.IV cs.CV cs.LG 82%

Opinions Vary? Diagnosis First!

Junde Wu, Huihui Fang, Dalu Yang, Zhaowei Wang, Wenshuo Zhou, Fangxin Shang, Yehui Yang, Yanwu Xu

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

Comments MICCAI 2022

2208.01674 2022-08-04 eess.IV cs.CV cs.LG 82%

Diagnosis of Paratuberculosis in Histopathological Images Based on Explainable Artificial Intelligence and Deep Learning

Tuncay Yiğit, Nilgün Şengöz, Özlem Özmen, Jude Hemanth, Ali Hakan Işık

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

Comments 7 pages

Journal ref Traitement du Signal, Vol. 39, No. 3, pp. 863-869, 2022

2204.12230 2022-04-27 cs.HC 82%

User Trust on an Explainable AI-based Medical Diagnosis Support System

Yao Rong, Nora Castner, Efe Bozkir, Enkelejda Kasneci

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

Comments 10 pages

Journal ref Workshop on Trust and Reliance in AI-Human Teams at CHI 2022

2204.06931 2022-04-21 eess.IV cs.AI cs.CV cs.LG 82%

Geometric Deep Learning to Identify the Critical 3D Structural Features of the Optic Nerve Head for Glaucoma Diagnosis

Fabian A. Braeu, Alexandre H. Thiéry, Tin A. Tun, Aiste Kadziauskiene, George Barbastathis, Tin Aung, Michaël J. A. Girard

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

2204.07004 2022-04-15 eess.IV cs.CV cs.LG 82%

Medical Application of Geometric Deep Learning for the Diagnosis of Glaucoma

Alexandre H. Thiery, Fabian Braeu, Tin A. Tun, Tin Aung, Michael J. A. Girard

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

2204.04219 2022-04-12 eess.IV cs.CV cs.LG 82%

Towards Reliable and Explainable AI Model for Solid Pulmonary Nodule Diagnosis

Chenglong Wang, Yun Liu, Fen Wang, Chengxiu Zhang, Yida Wang, Mei Yuan, Guang Yang

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

2201.00227 2022-01-04 eess.IV cs.CV cs.LG 82%

Deep Learning Applications for Lung Cancer Diagnosis: A systematic review

Hesamoddin Hosseini, Reza Monsefi, Shabnam Shadroo

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

Comments 32 pages, 14 figures

2112.14644 2021-12-30 eess.IV cs.CV cs.LG 82%

Implementation of Convolutional Neural Network Architecture on 3D Multiparametric Magnetic Resonance Imaging for Prostate Cancer Diagnosis

Ping-Chang Lin, Teodora Szasz, Hakizumwami B. Runesha

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

2110.05976 2021-10-13 eess.IV cs.CV cs.LG 82%

Early Melanoma Diagnosis with Sequential Dermoscopic Images

Zhen Yu, Jennifer Nguyen, Toan D Nguyen, John Kelly, Catriona Mclean, Paul Bonnington, Lei Zhang, Victoria Mar, Zongyuan Ge

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

Journal ref IEEE Transactions on Medical Imaging, 2021

2108.04555 2021-08-11 cs.AI 82%

Deep Joint Learning of Pathological Region Localization and Alzheimer's Disease Diagnosis

Changhyun Park, Heung-Il Suk

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

Comments 31 pages, 9 figures

2108.01997 2021-08-05 eess.IV cs.CV cs.LG 82%

DuCN: Dual-children Network for Medical Diagnosis and Similar Case Recommendation towards COVID-19

Chengtao Peng, Yunfei Long, Senhua Zhu, Dandan Tu, Bin Li

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

2107.13200 2021-07-29 eess.IV cs.CV cs.LG 82%

An explainable two-dimensional single model deep learning approach for Alzheimer's disease diagnosis and brain atrophy localization

Fan Zhang, Bo Pan, Pengfei Shao, Peng Liu, Shuwei Shen, Peng Yao, Ronald X. Xu

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

2006.05245 2021-07-27 eess.IV cs.CV cs.LG 82%

A Review of Automated Diagnosis of COVID-19 Based on Scanning Images

Delong Chen, Shunhui Ji, Fan Liu, Zewen Li, Xinyu Zhou

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

Comments In ICRAI 2020: 2020 6th International Conference on Robotics and Artificial Intelligence

2107.05426 2021-07-13 eess.IV cs.CV cs.LG 82%

Computer-Aided Diagnosis of Low Grade Endometrial Stromal Sarcoma (LGESS)

Xinxin Yang, Mark Stamp

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

2104.02869 2021-06-24 eess.IV cs.CV cs.LG 82%

Information Bottleneck Attribution for Visual Explanations of Diagnosis and Prognosis

Ugur Demir, Ismail Irmakci, Elif Keles, Ahmet Topcu, Ziyue Xu, Concetto Spampinato, Sachin Jambawalikar, Evrim Turkbey, Baris Turkbey, Ulas Bagci

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

2106.09759 2021-06-21 eess.IV cs.CV cs.LG 82%

Synthetic COVID-19 Chest X-ray Dataset for Computer-Aided Diagnosis

Hasib Zunair, A. Ben Hamza

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

2106.08445 2021-06-17 eess.IV cs.CV cs.LG 82%

Machine learning-based analysis of hyperspectral images for automated sepsis diagnosis

Maximilian Dietrich, Silvia Seidlitz, Nicholas Schreck, Manuel Wiesenfarth, Patrick Godau, Minu Tizabi, Jan Sellner, Sebastian Marx, Samuel Knödler, Michael M. Allers, Leonardo Ayala, Karsten Schmidt, Thorsten Brenner, Alexander Studier-Fischer, Felix Nickel, Beat P. Müller-Stich, Annette Kopp-Schneider, Markus A. Weigand, Lena Maier-Hein

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

Comments Maximilian Dietrich and Silvia Seidlitz contributed equally. Markus A. Weigand and Lena Maier-Hein contributed equally

2103.07622 2021-03-16 eess.IV cs.CV cs.LG 82%

Early Prediction and Diagnosis of Retinoblastoma Using Deep Learning Techniques

C. Anand Deva Durai, T Jemima Jebaseeli, Salem Alelyani, Azath Mubharakali

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

2103.07055 2021-03-15 eess.IV cs.CV cs.LG 82%

Vision Transformer for COVID-19 CXR Diagnosis using Chest X-ray Feature Corpus

Sangjoon Park, Gwanghyun Kim, Yujin Oh, Joon Beom Seo, Sang Min Lee, Jin Hwan Kim, Sungjun Moon, Jae-Kwang Lim, Jong Chul Ye

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

Comments 10 pages

2101.12041 2021-01-29 eess.IV cs.CV cs.LG 82%

Uncertainty aware and explainable diagnosis of retinal disease

Amitojdeep Singh, Sourya Sengupta, Mohammed Abdul Rasheed, Varadharajan Jayakumar, Vasudevan Lakshminarayanan

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

Comments Submitted to SPIE Medical Imaging 2021

2101.06310 2021-01-19 cs.CV cs.LG eess.IV 82%

Automated Diagnosis of Intestinal Parasites: A new hybrid approach and its benefits

D. Osaku, C. F. Cuba, Celso T. N. Suzuki, J. F. Gomes, A. X. Falcão

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

Comments 18 pages, 11 figures

Journal ref Computers in Biology and Medicine, Volume 123, August 2020, 103917

2011.05627 2020-12-08 eess.IV cs.CV cs.LG 82%

Skin disease diagnosis with deep learning: a review

Hongfeng Li, Yini Pan, Jie Zhao, Li Zhang

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

1. 诊断辅助 8209 篇

CXR-Net: An Encoder-Decoder-Encoder Multitask Deep Neural Network for Explainable and Accurate Diagnosis of COVID-19 pneumonia with Chest X-ray Images

Diagnosis of COVID-19 based on Chest Radiography

Reducing Annotation Need in Self-Explanatory Models for Lung Nodule Diagnosis

Multi-modal Dynamic Graph Network: Coupling Structural and Functional Connectome for Disease Diagnosis and Classification

Early Diagnosis of Retinal Blood Vessel Damage via Deep Learning-Powered Collective Intelligence Models

AI can evolve without labels: self-evolving vision transformer for chest X-ray diagnosis through knowledge distillation

DermX: an end-to-end framework for explainable automated dermatological diagnosis

Multimodal Attention-based Deep Learning for Alzheimer's Disease Diagnosis

Opinions Vary? Diagnosis First!

Diagnosis of Paratuberculosis in Histopathological Images Based on Explainable Artificial Intelligence and Deep Learning

User Trust on an Explainable AI-based Medical Diagnosis Support System

Geometric Deep Learning to Identify the Critical 3D Structural Features of the Optic Nerve Head for Glaucoma Diagnosis

Medical Application of Geometric Deep Learning for the Diagnosis of Glaucoma

Towards Reliable and Explainable AI Model for Solid Pulmonary Nodule Diagnosis

Deep Learning Applications for Lung Cancer Diagnosis: A systematic review

Implementation of Convolutional Neural Network Architecture on 3D Multiparametric Magnetic Resonance Imaging for Prostate Cancer Diagnosis

Early Melanoma Diagnosis with Sequential Dermoscopic Images

Deep Joint Learning of Pathological Region Localization and Alzheimer's Disease Diagnosis

DuCN: Dual-children Network for Medical Diagnosis and Similar Case Recommendation towards COVID-19

An explainable two-dimensional single model deep learning approach for Alzheimer's disease diagnosis and brain atrophy localization

A Review of Automated Diagnosis of COVID-19 Based on Scanning Images

Computer-Aided Diagnosis of Low Grade Endometrial Stromal Sarcoma (LGESS)

Information Bottleneck Attribution for Visual Explanations of Diagnosis and Prognosis

Synthetic COVID-19 Chest X-ray Dataset for Computer-Aided Diagnosis

Machine learning-based analysis of hyperspectral images for automated sepsis diagnosis

Early Prediction and Diagnosis of Retinoblastoma Using Deep Learning Techniques

Vision Transformer for COVID-19 CXR Diagnosis using Chest X-ray Feature Corpus

Uncertainty aware and explainable diagnosis of retinal disease

Automated Diagnosis of Intestinal Parasites: A new hybrid approach and its benefits

Skin disease diagnosis with deep learning: a review