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This repository presents an objective, quantifiable method for assessing atopic dermatitis (AD) severity. The program integrates deep learning object detection with spatial analysis algorithms to accurately calculate the density of circular nano-size objects (CNOs), termed the Effective Corneocyte Topographical Index (ECTI). The ECTI demonstrates remarkable robustness in overcoming the inherent challenges of nano-imaging, such as environmental noise and structural occlusions on the corneocyte ...
Space: Independent Teams
Public web page: https://github.com/JenHungWang/ECTI_Atopic_Dermatitis
The Sydney Informatics Hub is a Core Research Facility of The University of Sydney. We work towards enabling excellence in data and compute intensive research. We provide support, training, and expertise in statistics, data science, artificial intelligence, bioinformatics, software engineering, simulation, visualisation, and research computing. We are creating reusable workflows for bioinformatics on Australia's national supercompute resources & commercial cloud, as an official node of the ...
Space: Australian BioCommons
Public web page: https://www.sydney.edu.au/sydney-informatics-hub
Our goal is deciphering the complexity of microbial metabolism, its evolutionary and biotechnological implications through a multidisciplinary approach. By assuming that the whole is greater than the sum of its parts, we aim to contribute to a better understanding of the emergent properties of microbial systems at subcellular, cellular and supracellular levels. We pursuit the rational re-design of these system properties towards novel biotechnological and medical applications.
Space: Independent Teams
Public web page: Not specified
Our research is focused on understanding the clinical and genetic basis of inherited heart disease. We use a range of approaches including human gene discovery studies, basic cellular systems, animal models of human disease, and population-based psychosocial and public health studies.Our research involves state-of-the-art approaches including whole exome sequencing, mRNA and microRNA profiling, and RNASeq. Most importantly, we have the key clinical resources, including well phenotyped individual ...
Space: Independent Teams
Public web page: https://www.centenary.org.au/research/programs/molecular-cardiology-program/
Space: COVID-19 Biohackathon
Public web page: Not specified
Space: Independent Teams
Public web page: Not specified
Space: Independent Teams
Public web page: Not specified
Junk/test data
Space: Independent Teams
Public web page: Not specified