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Loss values of style transfer from UBM to AS-OCT images for plateau iris classification.
Sci Rep
December 2024
Sirindhorn International Institute of Technology, Thammasat University, Pathum Thani, Thailand.
Ultrasound biomicroscopy (UBM) is the standard for diagnosing plateau iris, but its limited accessibility in routine clinical settings presents challenges. While anterior segment optical coherence tomography (AS-OCT) is more convenient, its effectiveness in detecting plateau iris is limited. Previous research has demonstrated that combining UBM and AS-OCT image pairs through neural style transfer has improved classification accuracy.
View Article and Find Full Text PDF, not only an environmental bacterium, but a potential opportunistic threat: Case report of an osteitis with skin necrosis and mini review of the literature.
New Microbes New Infect
December 2024
Department of Laboratory Medicine, Iris Hospitals South, Brussels, Belgium.
Article Synopsis
- An environmental bacterium, previously known as a rare pathogen, is seldom linked to human infections but has been associated with cases like sepsis and meningitis.
- A 67-year-old woman with several health issues developed complications after surgery for a broken leg, leading to skin and bone infections caused by this bacterium.
- The case highlights that while serious infections from this bacterium are rare, they can affect immunocompromised patients, marking the first documented instance of osteitis and skin necrosis from this organism.
Potential utility of anterior segment optical coherence tomography and biometry in differentiating plateau iris configuration from pupillary block.
Clin Exp Optom
November 2024
Dr Rajendra Prasad Centre for Ophthalmic Sciences, All India Institute of Medical Sciences, New Delhi, India.
Article Synopsis
- Angle closure glaucoma primarily affects older individuals but can also impact younger people, making it crucial to identify its causes for effective treatment planning.
- The study investigates the use of anterior segment optical coherence tomography (ASOCT) and optical biometry to differentiate between plateau iris configuration (PIC) and pupillary block (PB) in young adults with primary angle closure disease.
- Findings indicate that while both PIC and PB have parameters smaller than normal eyes, no single measurement distinctly separates PB from PIC; however, axial length and relative lens vault offer some ability to make this distinction.
Automated classification of angle-closure mechanisms based on anterior segment optical coherence tomography images via deep learning.
Heliyon
August 2024
Beijing Tongren Eye Center, Beijing Key Laboratory of Ophthalmology & Visual Science, Beijing Tongren Hospital, Capital Medical University, Beijing, China.
Article Synopsis
- - The study aimed to create and validate a deep learning model called CMD-Net that can effectively identify and classify mechanisms of angle-closure (AC) in eye images obtained from anterior segment optical coherence tomography (AS-OCT).
- - Researchers analyzed 11,035 AS-OCT images from 1,455 participants, comparing the deep learning model's performance against human ophthalmologists in classifying AC mechanisms, ultimately showing CMD-Net's superior accuracy with mean AUC scores of up to 0.988.
- - Findings indicate that CMD-Net may serve as a reliable tool for classifying AC mechanisms in clinical settings, although further testing is necessary to confirm its effectiveness.
Intraocular pressure and gonioscopic findings in primary angle-closure disease in India-a big data study.
Int J Ophthalmol
August 2024
VST Centre for Glaucoma Care, Kallam Anji Reddy Campus, L V Prasad Eye Institute, Hyderabad 500034, India.
Aim: To describe the gonioscopic profile and intraocular pressure (IOP) in primary angle-closure (PAC) disease in patients presenting to a tertiary eye care network in India.
Methods: A cross-sectional hospital-based study that included 31 484 new patients presenting between 2011 and 2021. Patients with a clinical diagnosis of PAC/suspect/glaucoma were included.
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