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Deep Learning

Assessment of Deep Generative Models for High-Resolution Synthetic Retinal Image Generation of Age-Related Macular Degeneration. https://www.ncbi.nlm.nih.gov/pubmed/30629091 JAMA Ophthalmol. 2019 Jan 10. doi: 10.1001/jamaophthalmol.2018.6156. [Epub ahead of print]Assessment of Deep Generative Models for High-Resolution Synthetic Retinal Image Generation of Age-Related Macular Degeneration.Burlina PM1,2,3, Joshi N1, Pacheco KD4, Liu TYA3, Bressler NM3,5.Author information1Johns Hopkins University Applied Physics Laboratory.. 더보기
Deep Feature Learning for Sudden Cardiac Arrest Detection in Automated External Defibrillators. https://www.ncbi.nlm.nih.gov/pubmed/30464177 Sci Rep. 2018 Nov 21;8(1):17196. doi: 10.1038/s41598-018-33424-9.Deep Feature Learning for Sudden Cardiac Arrest Detection in Automated External Defibrillators.Nguyen MT1, Nguyen BV1, Kim K2.Author information1School of Electrical Engineering and Computer Science, Gwangju Institute of Science and Technology, Gwangju, 61005, South Korea.2School of Elec.. 더보기
Computer vs human: Deep learning versus perceptual training for the detection of neck of femur fractures https://www.ncbi.nlm.nih.gov/pubmed/30407743 J Med Imaging Radiat Oncol. 2018 Nov 8. doi: 10.1111/1754-9485.12828. [Epub ahead of print]Computer vs human: Deep learning versus perceptual training for the detection of neck of femur fractures.Adams M1, Chen W2, Holcdorf D1, McCusker MW1,3, Howe PD2, Gaillard F1,3.Author information1Radiology Department, Royal Melbourne Hospital, Melbourne, Victori.. 더보기
Deep Learning Localizes and Identifies Polyps in Real Time With 96% Accuracy in Screening Colonoscopy https://www.ncbi.nlm.nih.gov/pubmed/29928897 Gastroenterology. 2018 Oct;155(4):1069-1078.e8. doi: 10.1053/j.gastro.2018.06.037. Epub 2018 Jun 18.Deep Learning Localizes and Identifies Polyps in Real Time With 96% Accuracy in Screening Colonoscopy.Urban G1, Tripathi P2, Alkayali T3, Mittal M2, Jalali F3, Karnes W3, Baldi P4.Author information1Department of Computer Science, University of Californ.. 더보기
High-throughput adaptive sampling for whole-slide histopathology image analysis (HASHI) via convolutional neural networks: Application to invasive breast cancer detection. https://www.ncbi.nlm.nih.gov/pubmed/29795581 PLoS One. 2018 May 24;13(5):e0196828. doi: 10.1371/journal.pone.0196828. eCollection 2018.High-throughput adaptive sampling for whole-slide histopathology image analysis (HASHI) via convolutional neural networks: Application to invasive breast cancer detection.Cruz-Roa A1,2, Gilmore H3, Basavanhally A4, Feldman M5, Ganesan S6, Shih N5, Tomaszewski J7,.. 더보기
Artificial intelligence-assisted interpretation of bone age radiographs improves accuracy and decreases variability. https://www.ncbi.nlm.nih.gov/pubmed/30069585 Skeletal Radiol. 2018 Aug 1. doi: 10.1007/s00256-018-3033-2. [Epub ahead of print]Artificial intelligence-assisted interpretation of bone age radiographs improves accuracy and decreases variability.Tajmir SH1,2, Lee H3,4, Shailam R3,5, Gale HI6, Nguyen JC7, Westra SJ3,5, Lim R3,5, Yune S3,5, Gee MS3,5, Do S3,5.Author information1Department of Radiolog.. 더보기
Detection and diagnosis of dental caries using a deep learning-based convolutional neural network algorithm. https://www.ncbi.nlm.nih.gov/pubmed/30056118 J Dent. 2018 Jul 26. pii: S0300-5712(18)30225-2. doi: 10.1016/j.jdent.2018.07.015. [Epub ahead of print]Detection and diagnosis of dental caries using a deep learning-based convolutional neural network algorithm.Lee JH1, Kim DH2, Jeong SN2, Choi SH3.Author information1Department of Periodontology, Daejeon Dental Hospital, Institute of Wonkwang Dental .. 더보기
Automation, machine learning, and artificial intelligence in echocardiography https://www.ncbi.nlm.nih.gov/pubmed/29974498 Echocardiography. 2018 Jul 5. doi: 10.1111/echo.14086. [Epub ahead of print]Automation, machine learning, and artificial intelligence in echocardiography: A brave new world.Gandhi S1,2, Mosleh W3, Shen J2, Chow CM2.Author information1Hamilton Health Sciences Centre, McMaster University, Hamilton, Ontario, Canada.2St. Michael's Hospital, University of .. 더보기
An open-source tool for analysis and automatic identification of dendritic spines using machine learning. https://www.ncbi.nlm.nih.gov/pubmed/29975722 PLoS One. 2018 Jul 5;13(7):e0199589. doi: 10.1371/journal.pone.0199589. eCollection 2018.An open-source tool for analysis and automatic identification of dendritic spines using machine learning.Smirnov MS1, Garrett TR1,2, Yasuda R1.Author information1Neuronal Signal Transduction, Max Planck Florida Institute for Neuroscience, Jupiter, Florida, United .. 더보기
An Algorithm Based on Deep Learning for Predicting In-Hospital Cardiac Arrest. https://www.ncbi.nlm.nih.gov/pubmed/29945914 J Am Heart Assoc. 2018 Jun 26;7(13). pii: e008678. doi: 10.1161/JAHA.118.008678.An Algorithm Based on Deep Learning for Predicting In-Hospital Cardiac Arrest.Kwon JM1, Lee Y2, Lee Y2, Lee S2, Park J3.Author information1Department of Emergency Medicine, Mediplex Sejong Hospital, Incheon, Korea kwonjm@sejongh.co.kr.2VUNO, Seoul, Korea.3Department of Car.. 더보기

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