1.Automatic brain segmentation in cognitive impairment: Validation of AI-based AQUA software in the Southeast Asian BIOCIS cohort.
Ashwati VIPIN ; Rasyiqah BINTE SHAIK MOHAMED SALIM ; Regina Ey KIM ; Minho LEE ; Hye Weon KIM ; ZunHyan RIEU ; Nagaendran KANDIAH
Annals of the Academy of Medicine, Singapore 2025;54(8):467-475
INTRODUCTION:
Interpretation and analysis of magnetic resonance imaging (MRI) scans in clinical settings comprise time-consuming visual ratings and complex neuroimage processing that require trained professionals. To combat these challenges, artificial intelligence (AI) techniques can aid clinicians in interpreting brain MRI for accurate diagnosis of neurodegenerative diseases but they require extensive validation. Thus, the aim of this study was to validate the use of AI-based AQUA (Neurophet Inc., Seoul, Republic of Korea) segmentation software in a Southeast Asian community-based cohort with normal cognition, mild cognitive impairment (MCI) and dementia.
METHOD:
Study participants belonged to the community-based Biomarker and Cognition Study in Singapore. Participants aged between 30 and 95 years, having cognitive concerns, with no diagnosis of major psychiatric, neurological or systemic disorders who were recruited consecutively between April 2022 and July 2023 were included. Participants underwent neuropsychological assessments and structural MRI, and were classified as cognitively normal, with MCI or with dementia. MRI pre-processing using automated pipelines, along with human-based visual ratings, were compared against AI-based automated AQUA output. Default mode network grey matter (GM) volumes were compared between cognitively normal, MCI and dementia groups.
RESULTS:
A total of 90 participants (mean age at visit was 63.32±10.96 years) were included in the study (30 cognitively normal, 40 MCI and 20 dementia). Non-parametric Spearman correlation analysis indicated that AQUA-based and human-based visual ratings were correlated with total (ρ=0.66; P<0.0001), periventricular (ρ=0.50; P<0.0001) and deep (ρ=0.57; P<0.0001) white matter hyperintensities (WMH). Additionally, volumetric WMH obtained from AQUA and automated pipelines was also strongly correlated (ρ=0.84; P<0.0001) and these correlations remained after controlling for age at visit, sex and diagnosis. Linear regression analyses illustrated significantly different AQUA-derived default mode network GM volumes between cognitively normal, MCI and dementia groups. Dementia participants had significant atrophy in the posterior cingulate cortex compared to cognitively normal participants (P=0.021; 95% confidence interval [CI] -1.25 to -0.08) and in the hippocampus compared to cognitively normal (P=0.0049; 95% CI -1.05 to -0.16) and MCI participants (P=0.0036; 95% CI -1.02 to -0.17).
CONCLUSION
Our findings demonstrate high concordance between human-based visual ratings and AQUA-based ratings of WMH. Additionally, the AQUA GM segmentation pipeline showed good differentiation in key regions between cognitively normal, MCI and dementia participants. Based on these findings, the automated AQUA software could aid clinicians in examining MRI scans of patients with cognitive impairment.
Humans
;
Cognitive Dysfunction/pathology*
;
Magnetic Resonance Imaging/methods*
;
Male
;
Middle Aged
;
Female
;
Aged
;
Artificial Intelligence
;
Software
;
Dementia/diagnostic imaging*
;
Aged, 80 and over
;
Adult
;
Singapore
;
Neuropsychological Tests
;
Brain/pathology*
;
Cohort Studies
;
Gray Matter/pathology*
;
Southeast Asian People
2.A unilateral partial duplication of a fetal variant posterior cerebral artery associated with anomalous origin of duplicated superior cerebellar artery: a case report
Ehab Mostafa ELZAWAWY ; Mumen Hamdi AL-MUTORI ; Hadil Salim Al AWAISI ; Abdulrahman Abdulrahman AL DAGHER ; Mustafa Mohamed ALLAYETH ; Hassan Reda Hassan ELSAYED
Anatomy & Cell Biology 2024;57(4):608-611
Variations at the junction of embryonic internal carotid and vertebrobasilar systems are rare and associated with a high incidence of stroke. During cadaver dissection, we demonstrated for the first time a case of hypoplastic right vertebral artery associated with partial duplication of the distal part of the right P1 segment of a partial fetal posterior cerebral artery (FPCA) and bilateral duplication of superior cerebellar arteries (SCAs), of which, the upper right SCA originated from PCA.We hypothesize that the poor development of the right half of the vertebrobasilar system caused the persistence of FPCA with anomalous origin of the right upper SCA as well as partial duplication of P1 segment of PCA as a remnant of the weak anastomosis between the embryonic right PCA and the basilar system. Such complex variations provide a huge challenge in their diagnosis and in choosing the suitable treatment modality for the stroke.
3.A unilateral partial duplication of a fetal variant posterior cerebral artery associated with anomalous origin of duplicated superior cerebellar artery: a case report
Ehab Mostafa ELZAWAWY ; Mumen Hamdi AL-MUTORI ; Hadil Salim Al AWAISI ; Abdulrahman Abdulrahman AL DAGHER ; Mustafa Mohamed ALLAYETH ; Hassan Reda Hassan ELSAYED
Anatomy & Cell Biology 2024;57(4):608-611
Variations at the junction of embryonic internal carotid and vertebrobasilar systems are rare and associated with a high incidence of stroke. During cadaver dissection, we demonstrated for the first time a case of hypoplastic right vertebral artery associated with partial duplication of the distal part of the right P1 segment of a partial fetal posterior cerebral artery (FPCA) and bilateral duplication of superior cerebellar arteries (SCAs), of which, the upper right SCA originated from PCA.We hypothesize that the poor development of the right half of the vertebrobasilar system caused the persistence of FPCA with anomalous origin of the right upper SCA as well as partial duplication of P1 segment of PCA as a remnant of the weak anastomosis between the embryonic right PCA and the basilar system. Such complex variations provide a huge challenge in their diagnosis and in choosing the suitable treatment modality for the stroke.
4.A unilateral partial duplication of a fetal variant posterior cerebral artery associated with anomalous origin of duplicated superior cerebellar artery: a case report
Ehab Mostafa ELZAWAWY ; Mumen Hamdi AL-MUTORI ; Hadil Salim Al AWAISI ; Abdulrahman Abdulrahman AL DAGHER ; Mustafa Mohamed ALLAYETH ; Hassan Reda Hassan ELSAYED
Anatomy & Cell Biology 2024;57(4):608-611
Variations at the junction of embryonic internal carotid and vertebrobasilar systems are rare and associated with a high incidence of stroke. During cadaver dissection, we demonstrated for the first time a case of hypoplastic right vertebral artery associated with partial duplication of the distal part of the right P1 segment of a partial fetal posterior cerebral artery (FPCA) and bilateral duplication of superior cerebellar arteries (SCAs), of which, the upper right SCA originated from PCA.We hypothesize that the poor development of the right half of the vertebrobasilar system caused the persistence of FPCA with anomalous origin of the right upper SCA as well as partial duplication of P1 segment of PCA as a remnant of the weak anastomosis between the embryonic right PCA and the basilar system. Such complex variations provide a huge challenge in their diagnosis and in choosing the suitable treatment modality for the stroke.
5.A unilateral partial duplication of a fetal variant posterior cerebral artery associated with anomalous origin of duplicated superior cerebellar artery: a case report
Ehab Mostafa ELZAWAWY ; Mumen Hamdi AL-MUTORI ; Hadil Salim Al AWAISI ; Abdulrahman Abdulrahman AL DAGHER ; Mustafa Mohamed ALLAYETH ; Hassan Reda Hassan ELSAYED
Anatomy & Cell Biology 2024;57(4):608-611
Variations at the junction of embryonic internal carotid and vertebrobasilar systems are rare and associated with a high incidence of stroke. During cadaver dissection, we demonstrated for the first time a case of hypoplastic right vertebral artery associated with partial duplication of the distal part of the right P1 segment of a partial fetal posterior cerebral artery (FPCA) and bilateral duplication of superior cerebellar arteries (SCAs), of which, the upper right SCA originated from PCA.We hypothesize that the poor development of the right half of the vertebrobasilar system caused the persistence of FPCA with anomalous origin of the right upper SCA as well as partial duplication of P1 segment of PCA as a remnant of the weak anastomosis between the embryonic right PCA and the basilar system. Such complex variations provide a huge challenge in their diagnosis and in choosing the suitable treatment modality for the stroke.
6.A unilateral partial duplication of a fetal variant posterior cerebral artery associated with anomalous origin of duplicated superior cerebellar artery: a case report
Ehab Mostafa ELZAWAWY ; Mumen Hamdi AL-MUTORI ; Hadil Salim Al AWAISI ; Abdulrahman Abdulrahman AL DAGHER ; Mustafa Mohamed ALLAYETH ; Hassan Reda Hassan ELSAYED
Anatomy & Cell Biology 2024;57(4):608-611
Variations at the junction of embryonic internal carotid and vertebrobasilar systems are rare and associated with a high incidence of stroke. During cadaver dissection, we demonstrated for the first time a case of hypoplastic right vertebral artery associated with partial duplication of the distal part of the right P1 segment of a partial fetal posterior cerebral artery (FPCA) and bilateral duplication of superior cerebellar arteries (SCAs), of which, the upper right SCA originated from PCA.We hypothesize that the poor development of the right half of the vertebrobasilar system caused the persistence of FPCA with anomalous origin of the right upper SCA as well as partial duplication of P1 segment of PCA as a remnant of the weak anastomosis between the embryonic right PCA and the basilar system. Such complex variations provide a huge challenge in their diagnosis and in choosing the suitable treatment modality for the stroke.
7.The SingHealth Perioperative and Anesthesia Subject Area Registry (PASAR), a large-scale perioperative data mart and registry
Hairil Rizal ABDULLAH ; Daniel Yan Zheng LIM ; Yuhe KE ; Nur Nasyitah Mohamed SALIM ; Xiang LAN ; Yizhi DONG ; Mengling FENG
Korean Journal of Anesthesiology 2024;77(1):58-65
Background:
To enhance perioperative outcomes, a perioperative registry that integrates high-quality real-world data throughout the perioperative period is essential. Singapore General Hospital established the Perioperative and Anesthesia Subject Area Registry (PASAR) to unify data from the preoperative, intraoperative, and postoperative stages. This study presents the methodology employed to create this database.
Methods:
Since 2016, data from surgical patients have been collected from the hospital electronic medical record systems, de-identified, and stored securely in compliance with privacy and data protection laws. As a representative sample, data from initiation in 2016 to December 2022 were collected.
Results:
As of December 2022, PASAR data comprise 26 tables, encompassing 153,312 patient admissions and 168,977 operation sessions. For this period, the median age of the patients was 60.0 years, sex distribution was balanced, and the majority were Chinese. Hypertension and cardiovascular comorbidities were also prevalent. Information including operation type and time, intensive care unit (ICU) length of stay, and 30-day and 1-year mortality rates were collected. Emergency surgeries resulted in longer ICU stays, but shorter operation times than elective surgeries.
Conclusions
The PASAR provides a comprehensive and automated approach to gathering high-quality perioperative patient data.
8.Synchronous Occurrence of Bilateral Malignant Otitis Externa: Report of a Rare Case
Nur Adillah LAMRY ; Khairunnisak MISRON ; Tengku Mohamed Izam TENGKU KAMALDEN ; Azliana AZIZ ; Rosdan SALIM
Korean Journal of Family Medicine 2021;42(6):483-486
Malignant otitis externa (MOE) is a rare and potentially life-threatening disease of the ear and temporal bone. Bilateral simultaneous MOE is extremely rare. Due to bilaterally symmetrical facial nerve palsy, it can easily be missed at the initial presentation, causing delay in management. Here, we report a case of bilateral MOE managed aggressively with regular ear toileting, ear packing with a ribbon gauze soaked with topical antimicrobials, and long-term intravenous and oral antibiotics. The patient showed good improvement in pain control, facial nerve status, and ear findings.
9.Parents’ Awareness And Perception Of Children’s Refractive Error. A Qualitative Study
Noof Ali Salim Al Ghailani ; Babu Noushad ; Faraz Khurshid ; Galal Mohamed Ismail
Malaysian Journal of Public Health Medicine 2020;20(3):85-91
Uncorrected refractive error is the leading cause of moderate and severe visual impairment across the globe. An important driver for early detection and management of refractive errors among children is appropriate parental awareness. This study aims to understand the awareness and perception among parents of children with refractive errors utilizing the conceptual framework of Health Belief Model. This qualitative study focused to conduct semi-structured interviews of parents who sought eye care for their children. Thirty-five parents who visited an eye care center for refractive error correction of their children between 5 to 15 years of age were purposively selected. The four constructs of the Health Belief Model (perceived susceptibility, perceived severity, perceived benefits and perceived barriers) were applied to prepare the interview guide. The voice records of participants were transcribed verbatim, coded and qualitatively analyzed to generate relevant themes. All participants were well aware of refractive errors and the implications of them on the visual and social development of children if they leave the errors untreated. However,there were varying perception about refractive error leading to serious consequences. The enanced quality of life with proper refractive correction prompted parents to seek timely eyecare for their children.
10.Antifungal Effect of Malaysian Neem Leaf Extract on Selected Fungal Species Causing Otomycosis in In-Vitro Culture Medium
Puvan Arul Arumugam ; Irfan Mohamad ; Rosdan Salim ; Zeehaida Mohamed
Malaysian Journal of Medicine and Health Sciences 2015;11(2):69-84
Azadirachta indica (neem) has been used for a long time in agricultural and alternative medicine. Neem
had been proved effective against certain fungi that could infect human body. This pilot study aims to
demonstrate the antifungal effect of Malaysian neem leaf extracts on the pathogenic fungi in otomycosis,
Aspergillus niger and Candida albicans. This is a laboratory-controlled prospective study conducted at
Universiti Sains Malaysia. The powder form of Malaysian neem leaf was prepared. Ethanol and aqueous
extracts of the neem leaf was diluted with sterile water to establish five different concentrations of 50 g/
ml, 25 g/ml, 12.5 g/ml, 6.25 g/ml and 3.125g/ml. The extract was tested on Sabouraud Dextrose Agar
suspended with Candida albicans and Aspergillus niger respectively. Well diffusion method was used
and zone of inhibition was measured. Growth of the fungi was inhibited in both alcohol and aqueous
extract concentrations. The minimum inhibitory concentration (MIC) of Malaysian neem aqueous extract
against Candida albicans was 11.91 g/ml, neem ethanol extract against Candida albicans was 5.16 g/
ml, neem aqueous extract against Aspergillus niger was 7.73 g/ml and neem ethanol extract against
Aspergillus niger was 9.25 g/ml. Statistical analysis showed that the antifungal activity of Candida
albicans is better in alcohol neem than aqueous extract (p<0.001) but aqueous neem extract is better than
alcohol extract (p<0.001) for Aspergillus niger.Malaysian neem has significant antifungal effect towards
Aspergillus niger, best in aqueous extract and towards Candida albicans, was best in alcohol extract.
Azadirachta


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