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Deep Learning

Lesion-Based Convolutional Neural Network in Diagnosis of Early Gastric Cancer https://www.e-ce.org/journal/view.php?number=7343 Focused Review Series: Application of Artificial Intelligence in GI Endoscopy Clin Endosc 2020; 53(2): 127-131. Published online: March 30, 2020 DOI: https://doi.org/10.5946/ce.2020.046 Lesion-Based Convolutional Neural Network in Diagnosis of Early Gastric Cancer Hong Jin Yoon1, Jie-Hyun Kim2 1Division of Gastroenterology, Department of Internal.. 더보기
Convolutional Neural Network Technology in Endoscopic Imaging: Artificial Intelligence for Endoscopy https://www.e-ce.org/journal/view.php?number=7342 Clin Endosc > Volume 53(2); 2020 > Article Focused Review Series: Application of Artificial Intelligence in GI Endoscopy Clin Endosc 2020; 53(2): 117-126. Published online: March 30, 2020 DOI: https://doi.org/10.5946/ce.2020.054 Convolutional Neural Network Technology in Endoscopic Imaging: Artificial Intelligence for Endoscopy Joonmyeong Choi1 ,.. 더보기
Artificial Intelligence in Gastrointestinal Endoscopy https://www.e-ce.org/journal/view.php?number=7344 Focused Review Series: Application of Artificial Intelligence in GI Endoscopy Clin Endosc 2020; 53(2): 132-141. Published online: March 30, 2020 DOI: https://doi.org/10.5946/ce.2020.038 Artificial Intelligence in Gastrointestinal Endoscopy Alexander P. Abadir1, Mohammed Fahad Ali1, William Karnes2, Jason B. Samarasena2 1Department of Medicine, Un.. 더보기
Polyp fingerprint: automatic recognition of colorectal polyps' unique features. https://www.ncbi.nlm.nih.gov/pubmed/32048018 Surg Endosc. 2020 Feb 11. doi: 10.1007/s00464-019-07240-9. [Epub ahead of print] Polyp fingerprint: automatic recognition of colorectal polyps' unique features. García-Rodríguez A1, Bernal J2, Sánchez FJ2, Córdova H1, Garcés Durán R1, Rodríguez de Miguel C1, Fernández-Esparrach G3. Author information 1Endoscopy Unit, Gastroenterology Department, Hospi.. 더보기
Evaluation of Transfer Learning with Deep Convolutional Neural Networks for Screening Osteoporosis in Dental Panoramic Radiographs. J Clin Med. 2020 Feb 1;9(2). pii: E392. doi: 10.3390/jcm9020392. Evaluation of Transfer Learning with Deep Convolutional Neural Networks for Screening Osteoporosis in Dental Panoramic Radiographs. Lee KS1,2,3, Jung SK4, Ryu JJ5, Shin SW6,7, Choi J1,8. Author information 1Department of Biomedical Engineering, College of Medicine, Seoul National University, Seoul 03080, Korea. 2Department of Clini.. 더보기
Real-time differentiation of adenomatous and hyperplastic diminutive colorectal polyps during analysis of unaltered videos of standard colonoscopy using a deep learning model https://gut.bmj.com/content/68/1/94 Endoscopy Original article Real-time differentiation of adenomatous and hyperplastic diminutive colorectal polyps during analysis of unaltered videos of standard colonoscopy using a deep learning model Michael F Byrne1, Nicolas Chapados2,3, Florian Soudan2, Clemens Oertel2, Milagros Linares Pérez4, Raymond Kelly5, Nadeem Iqbal6, Florent Chandelier2, Douglas K .. 더보기
Management of Thyroid Nodules Seen on US Images: Deep Learning May Match Performance of Radiologists https://www.ncbi.nlm.nih.gov/pubmed/31287391 Radiology. 2019 Jul 9:181343. doi: 10.1148/radiol.2019181343. [Epub ahead of print] Management of Thyroid Nodules Seen on US Images: Deep Learning May Match Performance of Radiologists. Buda M1, Wildman-Tobriner B1, Hoang JK1, Thayer D1, Tessler FN1, Middleton WD1, Mazurowski MA1. Author information 1From the Department of Radiology, Duke University S.. 더보기
Automatic Prediction of Atrial Fibrillation Based on Convolutional Neural Network Using a Short-term Normal Electrocardiogram Signal. J Korean Med Sci. 2019 Feb 15;34(7):e64. doi: 10.3346/jkms.2019.34.e64. eCollection 2019 Feb 25. Automatic Prediction of Atrial Fibrillation Based on Convolutional Neural Network Using a Short-term Normal Electrocardiogram Signal. Erdenebayar U1, Kim H2, Park JU1, Kang D1,3, Lee KJ1. Author information 1Department of Biomedical Engineering, Yonsei University College of Health Science, Wonju, Kor.. 더보기
Detection and classification the breast tumors using mask R-CNN on sonograms. Medicine (Baltimore). 2019 May;98(19):e15200. doi: 10.1097/MD.0000000000015200. Detection and classification the breast tumors using mask R-CNN on sonograms. Chiao JY1, Chen KY2, Liao KY3, Hsieh PH1, Zhang G4, Huang TC1,3,5. Author information Abstract Breast cancer is one of the most harmful diseases for women with the highest morbidity. An efficient way to decrease its mortality is to diagnose.. 더보기
DeepDrug3D: Classification of ligand-binding pockets in proteins with a convolutional neural network. https://www.ncbi.nlm.nih.gov/pubmed/30716081 PLoS Comput Biol. 2019 Feb 4;15(2):e1006718. doi: 10.1371/journal.pcbi.1006718. eCollection 2019 Feb.DeepDrug3D: Classification of ligand-binding pockets in proteins with a convolutional neural network.Pu L1, Govindaraj RG2, Lemoine JM2,3, Wu HC1, Brylinski M2,4.Author information1Division of Electrical & Computer Engineering, Louisiana State Universi.. 더보기

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