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2021

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Cellulose-Supported Fluorophore As Metal Ion Sensors, Apiwat Promchat Jan 2021

Cellulose-Supported Fluorophore As Metal Ion Sensors, Apiwat Promchat

Chulalongkorn University Theses and Dissertations (Chula ETD)

Organic fluorescent ligands are attractive for qualitative and quantitative analysis of metal ions. Cellulose substrates, especially for filter paper, have been demonstrated as one of the most economical and easy to use platform for fluorescent sensors applied in on-site analysis with naked-eye observation. In this work, new series of amidoquinoline derivatives were synthesized and investigated as the fluorescent ligands for developing paper-based sensors. The sensors are used for convenient analysis either by simple naked-eye observation or an image processing software. In the first part of this dissertation, parallel solid-state synthesis on filter paper macroarray was used for rapid discovery and …

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Use Of Modified Nay Zeolite As Ionophore For Perchlorate Selective Electrode, Boonyakorn Srisassawatkul Jan 2021

Use Of Modified Nay Zeolite As Ionophore For Perchlorate Selective Electrode, Boonyakorn Srisassawatkul

Chulalongkorn University Theses and Dissertations (Chula ETD)

NaY zeolite is well deserved for being employed as a catalyst, adsorbent, and ion exchanger. Therefore, its ion exchange property is used in ion selective electrodes (ISEs). Commercial NaY zeolite was modified with cetyltrimethylammonium bromide (CTAB) in various concentrations (100, 150, and 200 mM), denoted them as 100, 150 and 200 SMZ, respectively. XRD, FT-IR, SEM and TGA/DTG showed good agreement of CTAB adsorption on zeolite surface. Then SMZ is used to fabricate polymeric membrane with polyvinyl chloride (PVC) plasticized with o-nitrophenyl octyl ether (o-NPOE). The best performance of ISE was exhibited at the membrane composition of 200 SMZ: PVC: …

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Chemical Constituents Of Fan-Si Abutilon Indicum Stems, Arum Restu Widyasti Jan 2021

Chemical Constituents Of Fan-Si Abutilon Indicum Stems, Arum Restu Widyasti

Chulalongkorn University Theses and Dissertations (Chula ETD)

This study aimed to isolate secondary metabolites from the stems of Abutilon indicum and to evaluate their α-glucosidase, pancreatic lipase, α-chymotrypsin inhibitory activity. Chromatographic fractionation of the n-hexane crude extracts led to the isolation of three known metabolite (1-3). The crude extract from all parts of the plant were evaluated for inhibitory activity on the alpha-glucosidase enzyme. The DCM-soluble roots were active with 10.2% at 25 μg/mL. The hexane and MeOH-soluble stems were active with 11.0% at 25 μg/mL and 8.0% at 0.25 μg/mL. The hexane, DCM, and MeOH-soluble leaves are active with 20.2% at 0.025 μg/mL; 20.0% at 0.025 …

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Modification Of Screen-Printed Carbon Electrode For Detection Of Pesticides, Kansuda Langor Jan 2021

Modification Of Screen-Printed Carbon Electrode For Detection Of Pesticides, Kansuda Langor

Chulalongkorn University Theses and Dissertations (Chula ETD)

Methyl parathion (MP) is an organophosphate pesticide broadly used in agriculture to protect crops and fruits from the damages caused by insects and pests. However, when it is used in large quantities, it can be potentially toxic to humans and animals, causing many poisoning effects. Moreover, its residues can also penetrate the food chain (via agriculture food products) as well as contaminating the environment, leading to air, water and soil pollution. Therefore, rapid determination and reliable quantification of trace level of MP are crucially needed for food safety and environmental monitoring. In this work, a low-cost and portable electrochemical sensor …

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Colorimetric And Fluorescent Detection Of Nucleic Acid By Styryl Dyes, Kotchakorn Supabowornsathit Jan 2021

Colorimetric And Fluorescent Detection Of Nucleic Acid By Styryl Dyes, Kotchakorn Supabowornsathit

Chulalongkorn University Theses and Dissertations (Chula ETD)

Nucleic acid staining dyes are essential tools for the analysis and visualizing of DNA/RNA in vitro and in cellular applications. Although there are several commercially available dyes developed during the past few decades, the selection is still relatively limited, and they are often very costly and associated with undesirable characteristics such as toxicity. Consequently, the discovery of nontoxic, readily available dyes, with desirable and controllable optical characteristics remains important. Styryl dyes have recently gained popularity as potential biological staining agents with many desirable properties including a straightforward synthesis procedure, excellent photostability, tunable optical properties, and high responsiveness towards nucleic acid …

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Hydrogen Gas Sensing And Storage Properties Of Doped And Non-Doped Beryllium Oxide Nanotubes, Kritsanaphas Sawing Jan 2021

Hydrogen Gas Sensing And Storage Properties Of Doped And Non-Doped Beryllium Oxide Nanotubes, Kritsanaphas Sawing

Chulalongkorn University Theses and Dissertations (Chula ETD)

The electronic properties of armchair (5,5) beryllium oxide nanotube (BeONT), zigzag (10,0) BeONT, and their surfaces doped by the selected elements of periods 2 (B, C and N), 3 (Mg, Al, Si, P and S) and 4 (Ca, Ga, Ge, As and Se), and their hydrogen molecule adsorptions were studied using periodic DFT‒D method. The C(O)‒ and Ge(O)‒(5,5) BeONTs, C(O)‒, Si(O)‒ and Ge(O)‒(10,0) BeONTs were suggested to be new hydrogen molecule sensing materials based on the electrical resistivity measurement. The C(O)‒, Si(O)‒ and Ge(O)‒doped (5,5) BeONTs, and C(O)‒ and Si(O)‒doped (10,0) BeONTs were suggested to be utilized as hydrogen storage …

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Synthesis Of Quantum Dot-Based Fluorescent Sensors For Detection Of Anionic Metabolites And Copper (Ii) Ion, Nattakarn Phromsiri Jan 2021

Synthesis Of Quantum Dot-Based Fluorescent Sensors For Detection Of Anionic Metabolites And Copper (Ii) Ion, Nattakarn Phromsiri

Chulalongkorn University Theses and Dissertations (Chula ETD)

Oxalate, citrate, and urate are the anionic metabolites that are the products of the metabolism pathway of living organisms. The high level of these anionic metabolites is related to the diseases. For example, the excess amount of oxalate ions in urine indicates the risk of kidney stones, while the level of citrate can suggest the risk of cancer. The level of urate in urine is related to the risk of gout. The detection of these anionic metabolites is significant and still remains a challenge. Thus, this work aims to develop the more sensitive and selective fluorescence sensing of oxalate in …

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Boron Nanomaterials And Small Molecules Adsorption, Nontawat Ploysongsri Jan 2021

Boron Nanomaterials And Small Molecules Adsorption, Nontawat Ploysongsri

Chulalongkorn University Theses and Dissertations (Chula ETD)

The adsorption abilities of hydrogen boride nanotubes and nanosheet were studied. The adsorption of H2, H2O, NH3 and CH4 on the most stable armchair and zigzag hydrogen boride nanotubes and their C, N and O decorated nanotubes were investigated by using density functional tight binding (DFTB) method. The results show that C-decorated armchair and zigzag HBNTs could be the NH3 storage materials and N-decorated armchair and zigzag HBNTs could be water vapor sensing materials. The adsorption of Li, Na and K atoms on armchair like (5,5) and zigzag like (10,0) HBNTs and hydrogen adsorption on Li, Na and K decorated …

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Pna-Immobilized Paper For Detection Of Pcr Amplicons, Nuttapon Jirakittiwut Jan 2021

Pna-Immobilized Paper For Detection Of Pcr Amplicons, Nuttapon Jirakittiwut

Chulalongkorn University Theses and Dissertations (Chula ETD)

DNA detection is very important in diverse fields leading to a continuous increase in the research and development of various DNA sensors. This study focuses on the development of a paper-based DNA sensor by using pyrrolidinyl PNA as a recognition probe. The PNA-immobilized DNA sensor was designed to contain several PNA probes in the same device as a self-check system to increase the accuracy and facilitate the data collection and interpretation. The PNA-immobilized paper was then utilized for the detection of the DNA target, followed by the visualization of the captured target DNA via an enzyme-catalyzed colorimetric reaction. In this …

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Development Of Retention Index Based Simulation For Validation Of Compound Identification In Gc×Gc, Palathip Kakanopas Jan 2021

Development Of Retention Index Based Simulation For Validation Of Compound Identification In Gc×Gc, Palathip Kakanopas

Chulalongkorn University Theses and Dissertations (Chula ETD)

Comprehensive two-dimensional gas chromatography (GC×GC) is a high-performance technique for separation, identification and quantification of volatiles and semi-volatiles in complex multi-component samples such as biomolecular molecules, essential oil, foods, and petroleum. One of the most popular detectors used for peak identification with GC×GC is mass spectrometer (MS) allowing identification of separated peaks based on comparison with mass spectral library. However, only MS library comparison shows low confidence in compound identifications due to the fact that compounds with similar structures (especially for isomers) often have similar mass spectra. Apart from sample preparation, a great challenge is to effectively select types of …

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Synthesis And Application Of Polymeric Micelles Assembled From Pentafluorophenyl Ester-Containing Amphiphilic Block Copolymers, Panittha Damsongsang Jan 2021

Synthesis And Application Of Polymeric Micelles Assembled From Pentafluorophenyl Ester-Containing Amphiphilic Block Copolymers, Panittha Damsongsang

Chulalongkorn University Theses and Dissertations (Chula ETD)

Functionalizable pentafluorophenyl ester (PFP)-based polymer precursors, namely poly(pentafluorophenyl acrylate) (PPFPA) and poly(pentafluorophenyl metharylate) (PPFPMA), and zwitterionic poly(2-methacryloyloxyethyl phosphorylcholine) (PMPC) are the two polymers having extremely different solubility. It is therefore almost impossible to synthesize their block copolymers in a controlled manner by the conventional approach. Herein, we demonstrated, for the first time, that the synthesis and in situ formation of nanoassemblies of their diblock copolymer can be done via polymerization-induced self-assembly (PISA) using reversible addition-fragmentation chain-transfer (RAFT) dispersion polymerization. PMPC was synthesized as the first block and further employed as a macro chain transfer agent (PMPC Macro-CTA) for the synthesis …

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Thin-Layer Chromatography For Determination Of Phenolic Compound Profile And Antioxidant Activity Of Thai Honey, Pattraporn Chobpradit Jan 2021

Thin-Layer Chromatography For Determination Of Phenolic Compound Profile And Antioxidant Activity Of Thai Honey, Pattraporn Chobpradit

Chulalongkorn University Theses and Dissertations (Chula ETD)

In this study, a small-scale method using thin-layer chromatography (TLC) was developed to determine profile and antioxidant activity value of Thai honey samples obtained from different flora sources. Prior to TLC analysis, the samples were prepared by solvent extraction with dichloromethane. Using 2, 2-diphenyl-1-picrylhydrazy radical (DPPH•) reacted with the samples extract prior to TLC spot and color detection with imageJ, half-maximal inhibitory concentration (IC50) values of seven honey samples was obtained in a range of 9 to 22 mg/mL in comparison with IC50 values of 0.13 mg/mL for L-ascorbic acid (LA), along with limit of detection (LOD) and limit of …

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Theoretical Study Of Ethylene Polymerization By Phenoxy-Imine Catalyst, Pavee Apilardmongkol Jan 2021

Theoretical Study Of Ethylene Polymerization By Phenoxy-Imine Catalyst, Pavee Apilardmongkol

Chulalongkorn University Theses and Dissertations (Chula ETD)

Reaction mechanisms of ethylene polymerization catalyzed by the phenoxy-imine (FI) and the nickel phenoxyphosphine polyethylene glycol (Ni-PEG) with alkali metals were explored using DFT calculations. For FI catalysts, the effect of group IVB transition metals substitutions was investigated. The trend of calculated activation energies (Ea) at the rate-determining step is Zr < Hf < Ti and is in good agreement with experiments. The effect of ligands of the Ti-FI-based catalysts when changing the parent nitrogen (O, N) to oxygen (O, O), phosphorus (O, P), and sulfur (O, S) ligands on activity was also monitored. The results indicated that the sulfur (O, S) ligand gives the lowest activation energy. Additionally, the reactivity of Ni-phenoxy-imine (Ni-FI)-based catalysts for polyethylene polymerization was studied. Our calculations suggested that the square planar complex of Ni-FI is more reactive than its C2 symmetric octahedral complex. For Ni-PEG(M) catalysts, the trend for activation energies of four Ni-PEG(M) systems is Li < Na < K < Cs, which corresponds to experimentally observed activities. Moreover, the roles of secondary metals in Ni-PEG catalysts in terms of steric, electronic, and electrostatic effects were elucidated. The DFT results suggested that the active catalyst should have strong cooperative metal-metal/metal-ligand interactions and less positive charge on the secondary metal. Finally, to gain insight into the design of the novel Ni-PEG catalysts with alkali-earth metals, the effect of catalyst structure on experimental activity was investigated. This work provides fundamental understandings of the reaction mechanisms for the FI and Ni-PEG(M) catalysts, which could be used for the design and development of catalysts for ethylene polymerization.

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Discrimination Of Weedy Rice By Using Near-Infrared Spectroscopy Combined With Chemometrics, Sureerat Makmuang Jan 2021

Discrimination Of Weedy Rice By Using Near-Infrared Spectroscopy Combined With Chemometrics, Sureerat Makmuang

Chulalongkorn University Theses and Dissertations (Chula ETD)

Weedy rice is one of the most notorious weeds occurring in rice-growing areas, especially in South-East Asia. Weedy rice especially in form of paddy seed is difficult to manage and separate as they provide common features (morphological resemblance) to cultivated rice. This work presents a modification of self-organizing map (SOMs) for the classification of weedy rice from cultivated rice via in situ direct sample analysis from paddy seed using near-infrared (NIR) spectroscopy and hyperspectral NIR camera. The sample pretreatment was carried out by a cyclone vacuum machine to remove the contaminated particles and other impurities. The physical characteristics and the …

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Lamellar Inorganic Solids And Biochar Nanocomposites For Sorptive Removal Of Metal Ions And Nitrophenol, Sutasinee Sutthiklub Jan 2021

Lamellar Inorganic Solids And Biochar Nanocomposites For Sorptive Removal Of Metal Ions And Nitrophenol, Sutasinee Sutthiklub

Chulalongkorn University Theses and Dissertations (Chula ETD)

In this research, the adsorbents of ternary-component composites were developed to remove various types of toxic chemicals. The selected three components are clay, MgAl-layered double hydroxide (MgAl-LDH) and biochar because they are nontoxic and low cost and also possess high adsorption capacity and high surface area. The composites were synthesized by the combination of post-pyrolysis and co-precipitation methods, and characterized by XRD and SEM-EDS. The result shows that clay and LDH particles distributed and deposited on the biochar matrix, confirming the coexistence of three phases in micrometer and nanometer scales. Ni2+, CrO42- and 4-Nitrophenol were chosen as the representatives of …

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Program Development For Synthesis Plan Design Of Organic Compounds By Using Artificial Intelligence, Tawatchai Jitporn Jan 2021

Program Development For Synthesis Plan Design Of Organic Compounds By Using Artificial Intelligence, Tawatchai Jitporn

Chulalongkorn University Theses and Dissertations (Chula ETD)

Computer-Assisted Synthesis Planning (CASP) is a computational tool for facilitating organic chemists to design and synthesis organic compounds by calculating the best possible synthesis pathways. Most CASP tools are commercial or closed-source software and thus, they cannot be modified to improve performance or update database. Therefore, it is our aim to develop an open-source CASP tool. Library of reaction rules that was created from the US patent database was taken from literature and was then reclassified to improve its applicability. This modified library was then used for training neural network and 2 important models were obtained for the search engine. …

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Flow-Through Reactor For Photomediated Synthesis Of Silver Nanoprisms, Thanasit Laisanguanngam Jan 2021

Flow-Through Reactor For Photomediated Synthesis Of Silver Nanoprisms, Thanasit Laisanguanngam

Chulalongkorn University Theses and Dissertations (Chula ETD)

Silver nanoprisms (AgNPrs) have been widely used due to their outstanding optical properties which is one of an important phenomenon that depends on their size, shape, and compositions with characteristic localized surface plasmon resonance (LSPR). The changes in LSPR of AgNPrs can be simply observed by the color changes of the AgNPrs colloidal solution, therefore, the AgNPrs have been mostly used as chemical sensors as they provide high sensitivity and capable to be functionalized to improve the detection selectivity. In this study, we report a photochemical technique to induce the shape conversion of the spherical silver nanoparticle to AgNPrs by …

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Development Of Colorimetric Paper-Based Analytical Device For Cortisol Detection, Thanathip Kosawatphat Jan 2021

Development Of Colorimetric Paper-Based Analytical Device For Cortisol Detection, Thanathip Kosawatphat

Chulalongkorn University Theses and Dissertations (Chula ETD)

Nowadays, the detection of cortisol can play a key role in understanding stress-related diseases. Several competitive immunoassay formats have been reported for the detection of this small hormone molecule. Lateral flow immunoassay (LFIA) is one of the most widely used platforms that offer its simplicity and rapidity for such analysis. Unlike previous sensors for cortisol sensing that require complicated readers, specialized reagents, or even post-treatment methods to amplify the obtained signal, in this work, we employed a concave test zone constructed on the LFIA device (cLFIA) which can directly enhance the signal response as the flowing sample was substantially concentrated …

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Application Of Oxygen Scavenger In Gel Electromembrane Extraction For Determination Of Nitrite And Nitrate, Thidarat Samkumpim Jan 2021

Application Of Oxygen Scavenger In Gel Electromembrane Extraction For Determination Of Nitrite And Nitrate, Thidarat Samkumpim

Chulalongkorn University Theses and Dissertations (Chula ETD)

Gel electromembrane microextraction (G-EME) have been proven as a promising extraction method due to its effectiveness for extraction and preconcentration of charged analytes and its compliance with the principle of green chemistry. G-EME consists of two phases (donor and acceptor phases), separated by a gel membrane made of agarose. The driving force is the electrical potential applied across the membrane. Despite of all the advantages, the common problem was the oxygen generated in the acceptor solution due to the electrolysis of water that could affect the analysis of easily oxidized analyte species such as nitrite/nitrate species. In this work, application …

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Structural Optimization Under Limited Natural Frequency Constraints Using Comprehensive Learning Phasor Particle Swarm Optimization, Ei Cho Pyone Jan 2021

Structural Optimization Under Limited Natural Frequency Constraints Using Comprehensive Learning Phasor Particle Swarm Optimization, Ei Cho Pyone

Chulalongkorn University Theses and Dissertations (Chula ETD)

In this research, a phasor particle swarm optimization with comprehensive learning strategy (CLPPSO) is proposed for the optimal design of dome-like truss structures under the limited frequency-constraints. The proposed scheme is a new variant of PSO techniques with the direct combination of both the phasor theory in mathematics and comprehensive learning strategy to the particle swarm optimization. In order to model particle control parameters, a phase angle incorporating the periodic sine and cosine functions is essentially applied through which only the previous best positions of all particles are used to update the exemplar particle’s velocity during the optimization process. This …

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Simultaneous Size And Shape Structural Optimization Using Enhanced Comprehensive Learning Particle Swarm Optimization, Soviphou Muong Jan 2021

Simultaneous Size And Shape Structural Optimization Using Enhanced Comprehensive Learning Particle Swarm Optimization, Soviphou Muong

Chulalongkorn University Theses and Dissertations (Chula ETD)

This study proposes a simultaneous size and shape structural optimization on truss structures using a metaheuristic algorithm, namely Enhanced Comprehensive Learning Particle Swarm Optimization (ECLPSO) which is based on the CLPSO algorithm. CLPSO itself was originated from a famous Particle Swarm Optimization (PSO) that was invented based on behaviour or movement of a bird flock. CLPSO is an improved PSO algorithm which has good exploration ability but is poor in exploitation. Thus, ECLPSO introduces of two enhancements, including perturbation-based exploitation and adaptive learning probabilities, to improve the exploitation ability and to adjust the learning probabilities of each particle, respectively. The …

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A System For Generating Fire Extinguisher Plan And Supporting Fire Evacuation Route In Construction Project, Thiha Nyimin Jan 2021

A System For Generating Fire Extinguisher Plan And Supporting Fire Evacuation Route In Construction Project, Thiha Nyimin

Chulalongkorn University Theses and Dissertations (Chula ETD)

Fires in under-construction threaten worker safety and have a lot of negative impacts on many aspects of construction that were reported the past few years. Due to the dynamic nature of construction, the fire safety plan in construction needed to be reviewed and updated according to construction progress. The conventional approach or manual process to develop the fire safety plan for a construction project can be a time-consuming and enormous labor-intensive task. Furthermore, some of the emergency signs are unclear due to the nature of construction and some are not showing the correct evacuation route because of the structural design …

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Experimental Investigation And Numerical Modelling Of Biomechanical Variation Of Decomposed Root: An Application Of Vegetated Slope Stability, Trung Nghia Phan Jan 2021

Experimental Investigation And Numerical Modelling Of Biomechanical Variation Of Decomposed Root: An Application Of Vegetated Slope Stability, Trung Nghia Phan

Chulalongkorn University Theses and Dissertations (Chula ETD)

Plant root reinforcement in soil bioengineering has gained increasing interest as a means of sustainable and environmentally friendly soil reinforcement and stabilization. In addition, quantifying evolutions of the biomechanical properties and mechanical root reinforcement to soil with the duration of root decomposition is important to agricultural land-use strategy and to soil stabilization purpose. However, the variations of these properties of the roots of herbaceous species, especially following herbicide application, have rarely been studied. This study aims to comprehensively measure the root morphological traits, root biomechanical properties, and root reinforcement of two contrasting vetiver species (Chrysopogon nemoralis and Chrysopogon zizanioides). In …

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Subjective Perception Of Nasal Breathing ; Identifying Patient At Risk Of A Poor Surgical Outcome, Dichapong Kanjanawasee Jan 2021

Subjective Perception Of Nasal Breathing ; Identifying Patient At Risk Of A Poor Surgical Outcome, Dichapong Kanjanawasee

Chulalongkorn University Theses and Dissertations (Chula ETD)

No abstract provided.

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Efficacy And Safety Of Phlai Capsule Compared To Placebo As The Treatment In Allergic Rhinitis Patients, Minh Phuoc Hoang Jan 2021

Efficacy And Safety Of Phlai Capsule Compared To Placebo As The Treatment In Allergic Rhinitis Patients, Minh Phuoc Hoang

Chulalongkorn University Theses and Dissertations (Chula ETD)

: Preclinical studies demonstrated anti-inflammatory effects of Phlai capsule containing Zingiber montanum (J.Koenig) Link ex A.Dietr. extract. However, its clinical effect on allergic rhinitis is not evident. : We sought to assess the efficacy and safety of Phlai for treating allergic rhinitis. : A randomized, double-blind, placebo-controlled study was conducted. Patients with allergic rhinitis were randomized into three groups and received 100 mg (compound D 4 mg) of Phlai capsule or 200 mg (compound D 8 mg) of Phlai capsule or placebo once a day for 4 weeks. The primary outcome was a change in the reflective total five symptom …

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Histone 3 And Histone 4 Acetylation Pattern In Well-Differentiated Thyroid Lesions And Normal Thyroid Tissue With Their Potential In Diagnostic Implication, Nishal Chhetri Jan 2021

Histone 3 And Histone 4 Acetylation Pattern In Well-Differentiated Thyroid Lesions And Normal Thyroid Tissue With Their Potential In Diagnostic Implication, Nishal Chhetri

Chulalongkorn University Theses and Dissertations (Chula ETD)

This study estimated the histone modification (hypoacetylation or hyperacetylation) in thyroid lesions, using immunohistochemistry compared with their normal counterpart. FFPE sections of surgically removed PTC, FA, FTC, and nodular goiter samples were collected from the archives of the Department of Pathology, Faculty of Medicine, Chulalongkorn University from 2016-2018 and stained with anti-acetyl histone 3 antibody (H3K9/K14ac) and anti-acetyl histone 4 antibody (H4K5,8,12 and 16ac). The intensity and proportion of immunostaining of the lesions and their normal thyroid tissue counterparts were automatically scored by Aperio ImageScope software. A total of 147 benign and malignant thyroid lesions cases, including 28 FA, 50 …

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Optical Coherence Tomography Angiography Biomarkers In Diabetic Nephropathy Patients In Thailand : A Diabetic Eye And Kidney Diseases (Dek-D) Study, Nuntachai Surawatsatien Jan 2021

Optical Coherence Tomography Angiography Biomarkers In Diabetic Nephropathy Patients In Thailand : A Diabetic Eye And Kidney Diseases (Dek-D) Study, Nuntachai Surawatsatien

Chulalongkorn University Theses and Dissertations (Chula ETD)

Diabetes mellitus (DM) can cause many microvascular complications including diabetic retinopathy (DR) and diabetic nephropathy (DN). It is estamated that about one-third of diabetic patients have DR and about 40% have DN. DR and DN share a common pathology in microvasculature. With the development of optical coherence tomography angiography (OCTA), the examination of retinal capillary is more convenient and less invasive. This is a cross-sectional observational study aimed to identify OCTA parameters as biomarkers that predict the diabetic nephropathy and association with 24-hour urine albumin level in diabetic patients. 186 eyes from 93 individuals were divided into 3 groups according …

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Bending Radiograph As Predictive Factor Of In-Brace Correction (Ibc) In Adolescent Idiopathic Scoliosis (Ais), Raden Achmad Candra Putra Jan 2021

Bending Radiograph As Predictive Factor Of In-Brace Correction (Ibc) In Adolescent Idiopathic Scoliosis (Ais), Raden Achmad Candra Putra

Chulalongkorn University Theses and Dissertations (Chula ETD)

Introductions: In-brace correction (IBC) is one of the most important factors in bracing treatment for Adolescent Idiopathic Scoliosis (AIS). Several factors influenced IBC achievement. The curve flexibility found to be associated with the IBC. One of the most common methods for assessing curve flexibility is to take a side bending radiograph. It has been widely used as a predictor of surgical correction in AIS. However, bending radiograph to predict the amount of fulltime IBC is not cleared in orthotics practice. The purpose of this study was to evaluate flexibility as measured by a side bending radiograph as a predictive factor …

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Incorporating Context Into Non-Autoregressive Model Using Contextualized Ctc For Sequence Labelling, Burin Naowarat Jan 2021

Incorporating Context Into Non-Autoregressive Model Using Contextualized Ctc For Sequence Labelling, Burin Naowarat

Chulalongkorn University Theses and Dissertations (Chula ETD)

Connectionist Temporal Classification (CTC) loss has become widely used in sequence modeling tasks such as Automatic Speech Recognition (ASR) and Handwritten Text Recognition (HTR) due to its ease of use. CTC itself has no architecture constraints, but it is commonly used with recurrent models that predict letters based on histories in order to relax the conditional independent assumption. However, recent sequence models that incorporate CTC loss have been focusing on speed by removing recurrent structures, hence losing important context information. This thesis presents Contextualized Connectionist Temporal Classification (CCTC) loss, which induces prediction dependencies in non-recurrent and non-autoregressive neural networks for …

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A Rationale-Based Lifelong Learning Framework With Pseudo-Sample Replay Enhancement, Kasidis Kanwatchara Jan 2021

A Rationale-Based Lifelong Learning Framework With Pseudo-Sample Replay Enhancement, Kasidis Kanwatchara

Chulalongkorn University Theses and Dissertations (Chula ETD)

Lifelong learning (LL) is a machine learning paradigm in which a learner is sequentially trained on a stream of new tasks while preventing learned knowledge from being forgotten. To achieve lifelong language learning, pseudo-rehearsal methods leverage samples generated from a language model to refresh the knowledge of previously learned tasks. Without proper controls, however, these methods could fail to retain the knowledge of complex tasks with longer texts since most of the generated samples are low in quality. To overcome the problem, we propose three specific contributions. First, we utilize double language models, each of which specializes on a specific …

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