Generative artificial intelligence to produce high-fidelity blastocyst-stage embryo imagesOriginal Article Embryology Published on 2024-06-102024-09-05 Journal: Human Reproduction [Category] update2024, [키워드] artificial intelligence assisted reproductive technology embryo images embryogenesis generative adversarial networks Image processing IVF reproductive medicine time-lapse microscopy [DOI] 10.1093/humrep/deae064 PMC 바로가기 [Article Type] Original Article Embryology
Age Encoded Adversarial Learning for Pediatric CT SegmentationArticle Published on 2024-03-272024-09-05 Journal: Bioengineering [Category] update2024, [키워드] generative adversarial networks Medical image segmentation organ segmentation [DOI] 10.3390/bioengineering11040319 PMC 바로가기 [Article Type] Article
Clinical Utility of Breast Ultrasound Images Synthesized by a Generative Adversarial NetworkArticle Published on 2023-12-212024-09-05 Journal: Medicina [Category] update2024, [키워드] artificial intelligence Breast cancer deep learning generative adversarial networks Generative artificial intelligence Ultrasound [DOI] 10.3390/medicina60010014 PMC 바로가기 [Article Type] Article
The effect of neural network architecture on virtual H&E staining: Systematic assessment of histological feasibilityArticle Published on 2023-04-072024-09-05 Journal: Patterns [Category] update2024, [키워드] deep learning digital pathology generative adversarial networks generative AI H&E staining histological evaluation label-free microscopy unstained histology unstained tissue imaging virtual staining [DOI] 10.1016/j.patter.2023.100725 PMC 바로가기 [Article Type] Article
Generative models for age, race/ethnicity, and disease state dependence of physiological determinants of drug dosingArticle Published on 2023-04-012023-06-12 Journal: Journal of Pharmacokinetics and Pharmacodynamics [Category] B형 간염, [키워드] AI artificial intelligence generative adversarial networks Pharmacometrics. [DOI] 10.1007/s10928-022-09838-4
Augmentation of Transcriptomic Data for Improved Classification of Patients with Respiratory Diseases of Viral Origin바이러스성 호흡기 질환 환자 분류 개선을 위한 전사 데이터의 증대Article Published on 2022-02-242022-09-10 Journal: International Journal of Molecular Sciences [Category] COVID19(2023년), MERS, SARS, 유전자 메커니즘, 진단, [키워드] Accuracy another respiratory virus approach augmentation Bacterial classification contribute criteria data augmentation dataset deep learning Diagnosis disease DNA microarray early diagnosis example Final gene-expression generative adversarial networks high-dimensional data IMPROVE Improved infected individual infected individuals machine machine-learning molecular molecular basis origin overfitting overlap Patient Predictor variables Prevent respiratory Respiratory disease respiratory diseases respiratory infectious disease respiratory virus reveal RNA-Seq RNA-seq data SARS-CoV-2 selected shown transcriptomic transcriptomic data transcriptomics variable Viral viral acute respiratory illness [DOI] 10.3390/ijms23052481 PMC 바로가기 [Article Type] Article
Data augmentation using Generative Adversarial Networks (GANs) for GAN-based detection of Pneumonia and COVID-19 in chest X-ray imagesResearch article Published on 2021-11-222022-10-05 Journal: Informatics in Medicine Unlocked [Category] 치료기술, [키워드] Accuracy Anomaly augmentation can be used chest X-ray Chest X-ray image CNNs COVID-19 data augmentation dataset datasets deep disease disease detection GAN Generalizability generate generative adversarial networks IMPROVE Medical imaging network Pneumonia semi-supervised learning Standard training data X-ray [DOI] 10.1016/j.imu.2021.100779 [Article Type] Research article
Deep Learning Algorithm for COVID-19 Classification Using Chest X-Ray Images흉부 X선 영상을 사용한 COVID-19 분류를 위한 딥 러닝 알고리즘Comparative Study Published on 2021-11-092022-09-11 Journal: Computational and Mathematical Methods in Medicine [Category] MERS, SARS, 진단, 치료기술, [키워드] Accuracy acute respiratory syndrome acute respiratory syndrome coronavirus acute respiratory syndrome coronavirus 2 addition approach Chain Reaction Characteristics chest X-ray Chest X-ray image Chest X-ray images classification CNN CNNs Convolutional neural networks coronavirus coronavirus disease Coronavirus disease 2019 COVID COVID-19 COVID-19 diagnosis CXR dataset deep Diagnosis disease disease classification Diversity early diagnosis eight epidemic curve experimental analysis feature Features generative adversarial networks Government Image learning offer overcome pandemic Pneumonia provide Radiography recent Research respiratory resulting Reverse transcription-polymerase chain reaction RT-PCR SARS-CoV-2 Spread the epidemic toolkit training data triggered X-ray [DOI] 10.1155/2021/9269173 PMC 바로가기 [Article Type] Comparative Study
Normalization of HE-stained histological images using cycle consistent generative adversarial networksResearch Published on 2021-08-062023-08-30 Journal: Diagnostic Pathology [Category] E형 간염, [키워드] deep learning digital pathology generative adversarial networks HE-stain Histology stain normalization Style transfer Unpaired image-to-image translation [DOI] 10.1186/s13000-021-01126-y PMC 바로가기 [Article Type] Research
RANDGAN: Randomized generative adversarial network for detection of COVID-19 in chest X-rayRANDGAN: 흉부 X선에서 COVID-19를 탐지하기 위한 무작위 생성 적대 네트워크Article Published on 2021-04-212022-09-01 Journal: Scientific Reports [Category] MERS, 진단, 치료기술, [키워드] Anomaly Automation Bacterial bacterial pneumonia Chain Reaction Chest chest X-ray chest X-rays classification Computer science Convolutional neural networks COVID-19 COVID-19 case COVID-19 cases COVID-19 testing COVIDx dataset datasets deep learning detect diagnose Diagnostic markers early stage early stages generative adversarial network generative adversarial networks globe Health care Health care system health care systems Healthcare system Healthcare systems lack lung Lungs machine learning normal pandemic Patient Pneumonia polymerase chain polymerase chain reaction radiologist Radiologists Randomized region of interest resource ROC Curve Segmentation shown Spread training data transfer Viral Viral pneumonia [DOI] 10.1038/s41598-021-87994-2 PMC 바로가기 [Article Type] Article