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Deep Learning - GAN

Real-Time Use of Artificial Intelligence in Identification of Diminutive Polyps During Colonoscopy: A Prospective Study. https://www.ncbi.nlm.nih.gov/pubmed/30105375 Ann Intern Med. 2018 Sep 18;169(6):357-366. doi: 10.7326/M18-0249. Epub 2018 Aug 14.Real-Time Use of Artificial Intelligence in Identification of Diminutive Polyps During Colonoscopy: A Prospective Study.Mori Y1, Kudo SE1, Misawa M1, Saito Y2, Ikematsu H3, Hotta K4, Ohtsuka K5, Urushibara F1, Kataoka S1, Ogawa Y1, Maeda Y1, Takeda K1, Nakamura H1, Ich.. 더보기
Deep Learning and Its Applications in Biomedicine. https://www.ncbi.nlm.nih.gov/pubmed/29522900 Genomics Proteomics Bioinformatics. 2018 Feb;16(1):17-32. doi: 10.1016/j.gpb.2017.07.003. Epub 2018 Mar 6.Deep Learning and Its Applications in Biomedicine.Cao C1, Liu F2, Tan H3, Song D3, Shu W2, Li W4, Zhou Y5, Bo X6, Xie Z7.Author information1CapitalBio Corporation, Beijing 102206, China.2Department of Biotechnology, Beijing Institute of Radiation .. 더보기
Computer-aided diagnosis for identifying and delineating early gastric cancers in magnifying narrow-band imaging https://www.ncbi.nlm.nih.gov/pubmed/29225083 Gastrointest Endosc. 2018 May;87(5):1339-1344. doi: 10.1016/j.gie.2017.11.029. Epub 2017 Dec 7.Computer-aided diagnosis for identifying and delineating early gastric cancers in magnifying narrow-band imaging.Kanesaka T1, Lee TC2, Uedo N1, Lin KP3, Chen HZ3, Lee JY4, Wang HP2, Chang HT3.Author information1Department of Gastrointestinal Oncology, Osaka .. 더보기
A Realistic Seizure Prediction Study Based on Multiclass SVM. https://www.ncbi.nlm.nih.gov/pubmed/27873554 Int J Neural Syst. 2017 May;27(3):1750006. doi: 10.1142/S012906571750006X. Epub 2016 Sep 23.A Realistic Seizure Prediction Study Based on Multiclass SVM.Direito B1, Teixeira CA2, Sales F3, Castelo-Branco M1, Dourado A2.Author informationAbstractA patient-specific algorithm, for epileptic seizure prediction, based on multiclass support-vector machines .. 더보기
사람의 다분화가능 잠재세포 콜로니를, 이미지 분석을 통해 판별 제목 : Machine Learning Approach to Automated Quality Identification of Human Induced Pluripotent Stem Cell Colony Images. full text PDF(+) 중요도(임상적파급력, 유용성) :2 회기적신기술사용수준 : 1.5 날짜 : 2016-07 저널 : CMMM 의공학저널 국가 : 핀란드 대학 또는 연구소 : 탬페레(Tampere) 의대,공대 저자: 한줄요약 : human induced pluripotent stem cells (hiPSCs)의 colony가 잘 자라는지 감시하는 건 사람의 수작업으로 해왔는데 이것을 SVM 을 이용해서, 잘 자라는 good colony인지 bad colony 인지 판별을 자동으로 .. 더보기
암치료 영역에서 새로운 분자 모델을 개발하는데에 까지 쓰이기 시작한 딥러닝 기법 (GAN (AAE)) Applying deep adversarial autoencoders for new molecule development in oncology Artur Kadurin 1,2,3,4 , Alexander Aliper 2 , Andrey Kazennov 2,7 , Polina Mamoshina 2,5 , Quentin Vanhaelen 2 , Kuzma Khrabrov 1 , Alex Zhavoronkov 2,6,7 Keywords: generative adversarial networks, adversarial autoencoder, deep learning, drug discovery, artificial intelligence Received: June 14, 2016 Accepted: Novembe.. 더보기

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