A5102896227- Domain Adaptation and Few-Shot Learning
- Glaucoma and retinal disorders
- Retinal Imaging and Analysis
- Multimodal Machine Learning Applications
- Retinal Diseases and Treatments
- Cancer-related molecular mechanisms research
- Photoacoustic and Ultrasonic Imaging
- Phytochemicals and Antioxidant Activities
- Human Pose and Action Recognition
- COVID-19 diagnosis using AI
- Hops Chemistry and Applications
- Medical Image Segmentation Techniques
- Advanced Neural Network Applications
- Corneal surgery and disorders
- Pneumonia and Respiratory Infections
- Intraocular Surgery and Lenses
- Respiratory viral infections research
- Monoclonal and Polyclonal Antibodies Research
- COVID-19 and healthcare impacts
- Ophthalmology and Visual Impairment Studies
- Advanced Image and Video Retrieval Techniques
- Glycosylation and Glycoproteins Research
- COVID-19 Clinical Research Studies
- Protein purification and stability
- Sepsis Diagnosis and Treatment
Zhongyuan University of Technology
2023
South China University of Technology
2019-2022
Wuhan University
2020
Renmin Hospital of Wuhan University
2020
Affiliated Hospital of Jiangsu University
2014
Jiangsu University
2014
China Pharmaceutical University
2013
We study a practical domain adaptation task, called source-free unsupervised (UDA) problem, in which we cannot access source data due to privacy issues but only pre-trained model and unlabeled target are available. This however, is very difficult one key challenge: the lack of labels makes challenging. To address this, propose mine hidden knowledge exploit it generate avatar prototypes (i.e. representative features for each class) as well pseudo alignment. this end, Contrastive Prototype...
The outbreak of novel coronavirus disease 2019 (COVID-19) has already infected millions people and is still rapidly spreading all over the globe. Most COVID-19 patients suffer from lung infection, so one important diagnostic method to screen chest radiography images, e.g., X-Ray or CT images. However, such examinations are time-consuming labor-intensive, leading limited efficiency. To solve this issue, AI-based technologies, as deep learning, have been used recently effective computer-aided...
The coronavirus disease 2019 (COVID-19) became a global pandemic. Males, compared to females, seem be more susceptible COVID-19, but related evidence is scarce, especially in severe patients. We explored sex differences clinical characteristics and potential risk factors for mortality COVID-19 In this retrospective cohort study, we included all patients admitted Eastern Renmin Hospital of Wuhan University, Wuhan, China, with definitive outcome as Apr 10, 2020. Of the 651 patients, 332 were...
Purpose: The purpose of this study was to determine the longitudinal changes in macular retinal and choroidal microvasculature normal healthy highly myopic eyes. Methods: Seventy-one eyes, including 32 eyes with high myopia 39 control followed for at least 12 months examined using optical coherence tomography angiography imaging 3 visits, were included study. Fovea-centered 6 × mm scans performed measure capillary density (CD) superficial plexus (SCP), deep (DCP), choriocapillaris (CC)....
Aims To characterise the influence of primary open-angle glaucoma (POAG) and high myopia (HM) on macular choroidal capillary density (CD). Methods Two hundred seven eyes were enrolled, including 80 POAG without HM, 50 with 31 HM 46 normal controls. A fovea-centred 6×6 mm optical coherence tomography angiography scan was performed to obtain CD superficial plexus (SCP), deep (DCP) choriocapillaris. Macular CDs compared among groups association visual field mean deviation (MD) determined using...
We study a practical domain adaptation task, called source-free unsupervised (UDA) problem, in which we cannot access source data due to privacy issues but only pre-trained model and unlabeled target are available. This however, is very difficult one key challenge: the lack of labels makes challenging. To address this, propose mine hidden knowledge exploit it generate avatar prototypes (i.e., representative features for each class) as well pseudo alignment. this end, Contrastive Prototype...
Objective To observe the effects of down-regulation midkine (MK) gene expres-sion on proliferation and invasion prostate cancer PC-3 cells matrix metalloproteinase (MMP)-9 expression.Methods After human were transfected with small interfer-ing RNA (siRNA) at concentration 10 nmol/L,the mRNA expression levels MMP-9 examined by reverse transcription-polymerase chain reaction (RT-PCR).The prolifera-tion ability was determined Transwell methyl thiazol tetrazolium (MTT) assay respectively.The...
Tuber is a widely applied ingredient in cooking, medicine, and textile coloring since ancient time. The long-term wide range application has proved its safety day-to-day usage. antibacterial antiviral properties were discovered during the covid-19 Pandemic, but so far there no research on pharmaceutical combating of disease. In this research, method Network Pharmacology was to explore medicinal mechanism behind it.
Myopia is the most common eye disorder in world, and posterior chamber phakic intraocular lens implantation, as a myopia correction surgery, has been widely used clinics due to its reversibility, wide range of degree, retention adjustment ability. We address problem vault prediction, which assists ensure safety this surgery. The existing methods need measure parameters first then use regression method, very time-consuming subjective errors. Thus, we aim design an automatic deep...