Pattern

Pattern ; Ophthalmology ; Medicine

Pattern ; Malaysia ; Lupus Nephritis

With the booming development of medical information technology and computer science, the medical services industry is gradually transiting from information technology to intelligence. The medical knowledge graph plays an important role in intelligent medical applications such as knowledge questions and answers and intelligent diagnosis, and is a key technology for promoting wise medical care and the basis for intelligent management of medical information. In order to fully exploit the great potential of knowledge graphs in the medical field, this paper focuses on five aspects: inter-drug relationship discovery, assisted diagnosis, personalized recommendation, decision support and intelligent prediction. The latest research progress on medical knowledge graphs is introduced, and relevant suggestions are made in light of the current challenges and problems faced by medical knowledge graphs to provide reference for promoting the wide application of medical knowledge graphs.
Pattern Recognition, Automated ; Medical Informatics

I discuss the question of cold/heat in greater yang disease period and the definition of yang/yin pattern as written in the Nyumon Kampo Igaku, which was the first textbook on Kampo medicine published by the Japan Society for Oriental Medicine. The first question is ; “Is the indication for Kampo medicine in greater yang disease period not the heat, but the exterior cold of a patient?” It is considered that a chilly feeling shows not cold illness, but a process trend toward body fever and sweating as a recovery strategy. The second question is ; “Should we adopt Okuda's definition of yang/yin pattern when my definition is obscure?” Okuda's definition was written for acute illnesses based on the treatise Shanghanlun (On Cold Damage). Nevertheless, we can not adopt this definition because our textbook has to be applied for treating patients with chronic illness, and the use of Goseiho and traditional Chinese medicine. The discrimination of quantitative analyses in the21st century, and qualitative approaches to discussing Kampo medicine diagnostic standards are considered important in the21st Century.
Medicine, Kampo ; Pattern ; Medicine ; Heat ; seconds

To increase efficiency of automated leucocyte pattern recognition using lower feature dimensions, a novel inter-class distinctive feature selection method for chromatic leucocyte images was proposed based on attribute hierarchical relationship. According to the attribute constraints in formal concept analysis, we established a knowledge representation and discovery method based on the hierarchical optimal diagram by defining attribute value and visual representation of optimized hierarchical relationship. It was applied to human peripheral blood leucocytes classification and 12 distinctive attributes were simplified from 60 inter-class attributes, which contributes significantly to reduced feature dimensions and efficient inter-class feature classification. Compared with the classical experimental data, the inter-class distinctive feature selection method based on hierarchical optimal diagram was proved to be usable and effective for six leucocyte pattern recognition.
Humans ; Leukocytes ; classification ; Pattern Recognition, Automated

A reappraisal was made with respect to a classical observation of the mode of instrumental phase reversals on inter-ictal EEG of seemingly bilateral synchronous spike-wave discharges in patients with either idiopathic generalized epilepsies (IGE) or symptomatic localization-related frontal lobe epilepsies (FLE). It was pointed out in the original observation by Tukel and Jasper that one phase reversal at midline or near the midline on the side of the parasagittal epileptogenic lesion designated as secondary bilateral synchrony (SBS) was found in patients with frontal lobe epilepsy (FLE), whereas a double phase reversal was found over the homologous frontal electrodes (F3 and F4) designated as primary bilateral synchrony (PBS) in patients with IGE. Twenty-three patients (IGE: 15, and FLE: 8) revealing bursts of seemingly bisynchronous spike-wave discharges in interictal EEGs were retrospectively studied. Discharge patterns were defined as stable phase reversal pattern if the site of phase-reversal was consistent, and as unstable pattern if the site of phase-reversal was not consistent but shifting in the same patient. Stable one phase-reversal pattern was found more frequently in FLE (50%) than in IGE patients (26.7%), and stable double phase-reversal pattern more frequently in the IGE (33.3%) than in the FLE group (12.5%). Notably, unstable pattern was found almost equally in both IGE and FLE patients (40% and 37.5%, respectively). Recognition of SBS or PBS in accordance with original observation was found not to clearly differentiate FLE from IGE in patients showing seemingly bisynchronous spike-wave complexes. The variability of instrumental phase-reversals can be accounted for by the fact that the localization of maxima of negative spike of the spike-and-wave complexes varies considerably.
IgE ; Pattern ; Right and left ; wave ; Patient observation

Dengue continues to be a major health threat to Malaysia a century after its first reported outbreak in 1902. Examination of the available outbreak data suggested that a major DF/DHF outbreak occurred in Malaysia in a cyclical pattern of approximately every 8 years. All four dengue virus serotypes are found co-circulating in Malaysia, but after the first and only major outbreak involving DEN-4 in 1960's, only DEN-1, DEN-2 and DEN-3 were associated with DF/DHF outbreaks. It is argued that perhaps the spread of the later dengue virus serotypes followed the pattern of spread of the mosquito vector Aedes aegypti, whereas the former was associated with Aedes albopictus, the outdoor and rural area dwelling mosquito. Estimating from the trend and pattern of dengue and the associated dengue virus serotypes, unless there is a major breakthrough in dengue vaccine development, it is likely that dengue outbreaks will continue to occur in Malaysia throughout the 21st century.
Malaysia ; Dengue ; Pattern ; Dengue Virus ; increasing incidence

Toll-like receptors (TLRs) are pattern recognition receptors (PRRs) expressed in a wide spectrum of cell types that recognize distinctive ligands and subsequently activate adaptive immune responses. TLR ligands are considered a promising target for development of immunomodulatory agents. Extensive clinical investigations are currently underway to develop TLR ligands-based non-specific immunostimulants and vaccine adjuvants. It has been well accepted that cancer cells develop a strategy to avoid host immune responses by producing inhibitory molecules. In addition, tumor-associated antigens are often not strong enough to induce effective anti-cancer immune responses. In this context, immunostimulants or adjuvants are critically required for more effective cancer immunotherapies. Here, we discuss recent progresses in the field of cancer immunotherapy under special emphasis on the TLR ligands as a component of immunostimulatory agents.
Adjuvants, Immunologic ; Immunotherapy ; Ligands ; Receptors, Pattern Recognition ; Toll-Like Receptors

High-density channels are often used to acquire electroencephalogram (EEG) spatial information in different cortical regions of the brain in brain-computer interface (BCI) systems. However, applying excessive channels is inconvenient for signal acquisition, and it may bring artifacts. To avoid these defects, the common spatial pattern (CSP) algorithm was used for channel selection and a selection criteria based on norm-2 is proposed in this paper. The channels with the highest M scores were selected for the purpose of using fewer channels to acquire similar rate with high density channels. The Dataset III a from BCI competition 2005 were used for comparing the classification accuracies of three motor imagery between whole channels and the selected channels with the present proposed method. The experimental results showed that the classification accuracies of three subjects using the 20 channels selected with the present method were all higher than the classification accuracies using all 60 channels, which convinced that our method could be more effective and useful.
Algorithms ; Brain-Computer Interfaces ; Electroencephalography ; Humans ; Pattern Recognition, Physiological