A5069803551- Artificial Intelligence in Healthcare and Education
- Machine Learning in Healthcare
- AI in cancer detection
- Cell Image Analysis Techniques
- Retinal Imaging and Analysis
- Health Literacy and Information Accessibility
- Electronic Health Records Systems
- Retinal Diseases and Treatments
- Healthcare Systems and Technology
- Acute Ischemic Stroke Management
- Retinal and Optic Conditions
- Sepsis Diagnosis and Treatment
- Glaucoma and retinal disorders
- Medical Coding and Health Information
- Frailty in Older Adults
- Emergency and Acute Care Studies
- Radiomics and Machine Learning in Medical Imaging
- Mobile Health and mHealth Applications
- Non-Invasive Vital Sign Monitoring
- Medication Adherence and Compliance
- Colorectal Cancer Surgical Treatments
- Advanced Vision and Imaging
- Healthcare Operations and Scheduling Optimization
- Breast Implant and Reconstruction
- Technology Use by Older Adults
Lyell McEwin Hospital
2024-2025
The University of Adelaide
2023-2025
Women's and Children's Health Network
2024
SA Health
2024
Oslo University Hospital
2014-2020
Osys Technology
2020
Medical Solutions
2005-2009
University of Huddersfield
2006
A key objective in glaucoma is to identify those at risk of rapid progression and blindness. Recently, a novel first-in-man method for visualising apoptotic retinal cells called DARC (Detection-of-Apoptosing-Retinal-Cells) was reported. The aim develop an automatic CNN-aided spot detection enable prediction progression.
The Royal Australasian College of Physicians (RACP) "Long Cases" assess a trainee's clinical reasoning beyond what is tested in multiple-choice questions, which large language models (LLMs) have already demonstrated proficiency in. This study evaluated LLM's ability to perform Case" assessment, including history-taking, case presentation, and answering examiner questions. LLM achieved passing consensus scores 4-5 out 6 on five cases, suggesting potential for LLMs complex evaluations.
Abstract Background The Adelaide Score is an artificial intelligence system that integrates objective vital signs and laboratory tests to predict likelihood of hospital discharge. Methods A prospective implementation trial was conducted at the Lyell McEwin Hospital in South Australia. added existing human, intelligence, other technological infrastructure for first 28 days April 2024 (intervention), outcomes were compared using parametric, non‐parametric health economic analyses, those 2023...
Abstract Pushing selected information to clinicians, as opposed the traditional method of clinicians pulling from an electronic medical record, has potential improve care. A digital notification platform was designed by and implemented in a tertiary hospital flag dysglycaemia. There were 112 patients included study, post‐implementation group demonstrated lower rates dysglycaemia (2.5% vs 1.1%, P = 0.038). These findings raise considerations for delivery methods multiple domains contemporary...
A better understanding of the biology nodal metastatic disease is indisputable value. Three-dimensional (3D) serial section alignment and reconstruction techniques can be used for visualisation metastasis could provide growth patterns.19 tumour-involved sentinel nodes (SLNs) from breast cancer patients were serially sectioned, immunohistochemically stained, digitally scanned. Digital image voxel-based rendering was to construct informative 3D visual representations tumour distribution within...
Manual counting of the fraction Ki-67-positive cells (the Ki-67 index) in 1000 tumour is considered 'gold standard' to predict prognosis mantle cell lymphoma (MCL). This time-consuming method replaced by faster, but less accurate, semiquantitative estimation routine practice. The aim this study was investigate use computerized image analysis software for scoring MCL.We developed an automated determining index and tested it using a cohort 62 MCL patients. data were compared scores obtained...
To assess a recently described CNN (convolutional neural network) DARC (Detection of Apoptosing Retinal Cells) algorithm in predicting new Subretinal Fluid (SRF) formation Age-related-Macular-Degeneration (AMD).
Abstract ‘Ramping’ is a commonly used term in contemporary Australian healthcare. It also part of the public and political zeitgeist. However, its precise definition varies among sources. In published literature, there are distinctions between related terms, such as ‘entry overload’ ‘Patient Off Stretcher Time Delay’. How ramping defined how it came to be have significance for policies procedures relating described phenomenon. Through examination history term, insights obtained into...
To evaluate the effect of a clinician-designed digital notification system on use intravenous paracetamol during medication shortage. An in-house platform was designed through multidisciplinary collaboration. A 4-week pre- and post-implementation methodology employed to intervention. There significantly lower in period compared pre-implementation (median 80 doses per day, interquartile range 58 93, vs 94, 83 122, P < .001). Multidisciplinary platforms may assist times
Abstract Background Electronic medical records (EMRs) provide multiple efficiencies in communication to clinicians. The ability copy and paste text an EMR can be useful; however, it also conveys a risk of inaccurate documentation. Studies international settings have described such overuse copying result ‘note bloat’, with the dilution relevant clinical information potential detriment. Aim To determine frequency erroneous copying, characterise component notes which this occurs performance...
Frailty, malnutrition and low socioeconomic status may mutually perpetuate each other in a self-reinforcing interdependent manner. The intertwined nature of these factors be overlooked when investigating impacts on perioperative outcomes. This study aimed to investigate the impact frailty,
To establish a three dimensional reconstruction of an invasive breast carcinoma using basic laboratory equipment to evaluate and characterise the spatial arrangement parenchymal cells breast.One hundred twenty eight sequential 4 microm sections (20 apart) tumour were stained immunohistochemically with epithelial specific marker (AE1/AE3) or (c-erbB-2) reconstruct two different images normal malignant cells. Sections digitally imaged microscope, scanner, digital camera linked conventional...