This product provides "Microfluidic sensing system for on-site rapid detection of early-stage acute kidney injury" for the hospital＇s intensive care unit, operating room, nephrology departmentcardiology department. It can replace the lengthycumbersome traditional instrumentationeasily access at the point of care.

In agriculture, the team has developed a “Chinese Medicinal Functional Compound Prediction A.I. System” that can predict compounds production during cultivation period. Moreover, in application, we have implemented a smart agricultural platform-AgriTalk to link the “Functional Compound Prediction System”“Smart Fertilization System” to provide a comprehensive management in farm production.

This study built an automatic insect pest image identification system based on tiny Yolov3 deep learning model. By optimizing the tiny Yolov3 detection model, images of insect pests on scanned sticky paper can be automatically identified. The system achieves a testing accuracy of 0.93, 0.90 for whitefliesthrips respectively.

Prof. Chen＇s research team at IPT NTHU achieved a breakthrough to build table-top coherent EUV light source. This new accessiblereliable EUV light source makes a lot of the first possibilities, enabling the dynamics of chemical reactions, nano-materialsbio-molecular systems to be studied with unprecedented temporalspatial resolution, e.g. coherent 13.5nm EUV light source for nm-scale defect inspection.

PPARγ is the master regulator of glucose metabolism.15-keto-PGE2 is an endogenous PPARγ ligand whitch is degraded by ZADH1. We found that increasing 15-keto-PGE2 promotes glucose uptake. We identified several ZADH1 inhibitors which could increase 15-keto-PGE2 promote glucose uptake via activating PPARγ. Our results showed that inhibition of ZADH1 is a novel approach to treat type 2 diabes mell

The technology aims to develop an AI-based integrated system for emotional detections (anger, sadness, happiness,neutral)multimodal physiological signals (ECG, EEG,PPG),apply to patients with cardiovascular disease. Patients monitor their emotionalphysical statusadminister bio-neuro-feedback to improve their well-being, track disease progression,prevent adverse prognosis.

The location of controlled-grain Si island is determined by the pattern of “cooling holes”. The grain size is determined by the distance between “holes” due to lateral grain growth using pulse laser crystallization. This predictability allows the transistorscircuits to stay away from the grain boundaries for monolithic

We constructed a model to differentiate different neurodegenerative diseases by using blood-based biomarkers. Linear Discriminant Analysis (LDA) was used to reduce dimensionsMICE (Multivariate Imputation by Chained Equations) was used for missing value treatmentchoose CART model to predict missing value imputation. This machine learning model would be used for early dectection of neurodegenerative diseases.

Superconducting qubit is the basic structure for constructing the quantum computer in the current approach. The superconducting-quantum-bit simulation chips (SC-qubit chip) that consist of 1-4 qubits are manufactured locally by domestic researchers. The SC-qubit chip is designed for simulation of artificial atoms, their mutual interactionstheir interactions with microwavesvacuum fluctuations.

In this project, we have reorganized several highly immunogenic sitesstructurally essential regions to maintain it in a pre-fusion stateuse it as main antigen in our RSV vaccine candidate (RSV-F005). To induce a mucosal immune response, intranasal administration route was chosen. New mucosal adjuvant (H-muad) has been tested in threee animal models.

Inspired by the surface of the insect skin, a special nanostructure was grown on the membrane surface that is the key for omniphobic membrane which is able to treat low surface energy wastewater. The technique of omniphobic membrane combined with membrane contactors has the opportunity to become a trend in the future for water resources, carbon capture, valuable minerals recoveryhigh-purity drug crystallization.

Our team construct an AIoT smart aquaculture management system. The management system mainly consists of: (1) Image Behavior MonitoringAnalysis Subsystem (2) Smart Feeding Subsystem (3) IOT Subsystem including underwater sensors, ROV,Drone (4) Cloud Subsystem (5) Big Data Analysis Subsystem.

We develope ZnO:Li as lead-free piezoelectric materialssuccessfully develop lead-free piezoelectric MEMS accelerometers through MEMS process technology. Since the input signal of the SAR ADC is voltage, Therefore, the charge generated by the accelerometer must be converted into a voltage signalthen transfer to the digital code from the SAR ADC.

We first reported that Bidens pilosa (BP), an ediblemedicinal plant, suppress coccidiosisgut bacterial infection as evidenced by increased survival rate, better performance, gut pathologymicrobiota in chickens. In addition, combining with probiotics with anti-pathogenic bacteria activityorganic acids synthesis are used as novel natural growth promoters to replace antibiotic growth promoters.

This work presents a low powersecure IoT communication scheme. A physical unclonable function (PUF) based mutual authentication scheme in conjunction with a trusted third party (TTP),the low power transceiver with secure wake-up mechanism are integrated for networkhardware security thereby enabling to extend the battery lifetimeensuring reliability for the IoT systems.

To develop a potential preservative from microorganisms, Aureobasidium pullulans was the positive candidates. In a laboratory scale, we introduced the Aureobasidium pullulans broth into a practical delivery chain to simulate the commercial process. For disease severitybanana degreening, the results indicated we could obtain a better consistencylonger storage time for exports as well.

Based on the optical fluorescence of the plant, the technology distinguishes the difference of the main protein infected by virus from the normal ones with the feature light. The main difference of this technology is to omit the complicatedbiochemical-material- consumption procedures. With the establishment of big data, the artificial intelligence algorithm identifies whether the implant is.

The technology is an integrated solution incorporating the retrievable personality for multimodal emotion sensing for spoken services. This framework provides a real-world flexibility that enables the estimation of the target speaker emotion states without manual personalization.

Biomimetic adhesive has some characteristics: no residual glue, anisotropic adhesion, easy to be peeledstuckrepeated. Its adhesion could be adjusted depend on the application. The adhesive can be applied but not limited in wafer processing, movement of optoelectronic materials, 3C product assembly, daily-used fixation,producing a protective film for attaching to an object surface.

STT-MRAM: scaling down (submicron scale) along with issues of magnetic propertyintegration with semiconductor processing. SOT-MRAM: fundamental understanding on mechanism, integration with STT-MRAMCMOS for readout. VCMA-MRAM: understand the mechanism behind the observable VCMA phenomenon, integration with other RAMs for write/read.

Our results have demonstrated that our tissue gel can effectively promote angiogenesiswound healing in diabetic wounds. Our product prototype will be a powerful therapeutic product to treat diabetic foot ulcersgo further to rescue diabetic patients from amputation.

We proposed a dynamic-key secure DFT structure that can generate the keys dynamicallydefend scan-basedmemory attacks without decreasing the system performancethe testability. Analysis results show that our method can achieve a very high security levelthe security level will not decrease no matter how many times the attacker guesses due to the dynamic characteristic of our method.

This is a regenerative biomedical technology, which aims to address the human chronic lung diseases that currently has no pharmaceutical approach for efficient controltherapy, such as COPDlung fibrosis. The principle is to induce the in vivo reprogramming of endogenous alveolar epithelial cells through activation of stemness factor BMI1, which potentiates the repair of injured tissues.

The Al-based web diagnostic system provides an online assessment tool for diagnosing schizophrenia. The Explainable Deep Neural Network classifier is deployed to analyze gray matterwhite matter to derive diagnostic classification of schizophrenia. The structural brain abnormalities associated with schizophrenia is visualized on the AI-based web diagnostic system at individual level.

Our studies showed the endophyte Burkholderia 869T2 help banana to stand against the Panama diseaseimprove growths of pumpkin, cabbage,other crops. The 869T2 helps plants cope with salinity stresscan decrease dioxin accumulations in plants. The specific metabolite PQQ of 869T2 benefits host plant growths. The beneficial endophytethe metabolite can be developed as an protective endophytic agent.

A high power converter application built with GaN HEMT was presented. The technical aspects are developed from 6-inch wafers to converter applications, covering the optimization of 6-inch GaN epitaxial layers. The processdevice model of the 6-inch GaN E/D-mode component was established. Low-side GaN HEMT logic gates ( 2MHz) for integrated circuit were designed. Finally, The high-frequency LLC resonant converter is completed.

Through combining the cutting-edge technology of TD-ESI/MS to its comprehensive database library of toxicants, a fast-track toxicant analytical platforma set of standard operating procedures are developed that enables the emergency physicians to access correct toxicological information within a short turnaround timerescue the poisoned patients based on accurate laboratory data.

This technology is mainly solved the side effects of anti-obesity drug, including soft stoolsoily stools,regulate oil absorptionmetabolism as an additive in food. During the experiment, the curing phenomenon of MSNs/oiloily stool reduction in animal were observed. In conclusion, MSNs can effectively reduce the side effects of Orlistatelevating life quality.

The first waterproof fabric-based multifunctional triboelectric nanogenerator that can produce electricity from natural tiny impacts (rainswinds)body movements is presented. It can not only serve as a flexible, adaptive, wearable,universal energy collector but also act as a self-powered fabric-based interface. This multifunctional yet nimble energy device can provide new vision for decentralized, remote,wearable energy technologies.

After the publication of TEM PSHA2015. Updated version to the TEM PSHA2019, we considered updated seismogenic structure database, newly identified structure with 3D geometry, an earthquake catalog to 2016, state-of-the-art seismic models,site amplification factors. The ETAS (Epidemic-Type Aftershock Sequence) model aims to forecast the aftershocks from a large mainshock in real-timereduce its effectiveness.