Evaluating Fairness of Artificial Intelligence Models for Radiology Image Classification by Sandadi, Varsha

“…Seven metrics are used for a more comprehensive assessment on fairness. Our findings indicate that cervical spine fracture detection models exhibit overall fairness, while abdominal trauma detection models demonstrate some unfairness in specific injury regions, possibly due to limited sample size. …”
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Segmental reporting in Singapore by Goh, Eddie Guan Chua, Jong, Voon Hoo, Kwong, Choong Kuen

“…The data collected from the questionnaires were analysed and the results generated led us to conclude that segmental reporting is useful and should remain mandatory. Based on our findings, we have identified two areas for further improvements. …”
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Segmental reporting in Singapore by Goh, Eddie Guan Chua, Jong, Voon Hoo, Kwong, Choong Kuen

“…The data collected from the questionnaires were analysed and the results generated led us to conclude that segmental reporting is useful and should remain mandatory. Based on our findings, we have identified two areas for further improvements. …”
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Essentials of Interpretative Phenomenological Analysis / by Smith, Jonathan A., author 293709, Nizza, Isabella E., author 656145, American Psychological Association (Online service) 655223

“…The brief, practical texts in the Essentials of Qualitative Methods series introduce social science and psychology researchers to key approaches to qualitative methods, offering exciting opportunities to gather in-depth qualitative data and to develop rich and useful findings. Essentials of Interpretative Phenomenological Analysis is a step-by-step guide to a research method that investigates how people make sense of their lived experience in the context of their personal and social worlds. …”
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EXCELLENT SHEEP : The Miseducation of the American Elite and the Way to a Meaningful Life / by Deresiewicz, William, 1964-, author 655683

“…Some of the nation's brightest minds were adrift when it came to thinking critically and creatively and finding a sense of purpose. Excellent Sheep takes a sharp look at the high-pressure conveyor belt that culminates in the skewed applivations Deresiewicz saw firsthand as a member of Yale's admissions committee. …”

Embracing the PhD journey: From odyssey to jewels by Zuraina, Ali

“…Having worked for almost a year in the capital city of Malaysia; clocking in when the sun is rising and clocking out when the moon is ticking, I realised that I do not want to work in that condition for a long time. It seemed that my day was only for working and I went home just for sleeping. …”
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Trajectory Prediction with Linguistic Representations by Kuo, Yen-Ling, Huang, Xin, Barbu, Andrei, McGill, Stephen G., Katz, Boris, Leonard, John J., Rosman, Guy

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AI-based forecasting for optimised solar energy management and smart grid efficiency by Bouquet, Pierre, Jackson, Ilya, Nick, Mostafa, Kaboli, Amin

“…The study deploys a Deep Learning model based on Long Short-Term Memory techniques, leading to refined accuracy in solar electricity generation forecasts. …”
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Nonlinear wave evolution with data-driven breaking by Eeltink, D., Branger, H., Luneau, C., He, Y., Chabchoub, A., Kasparian, J., van den Bremer, T. S., Sapsis, T. P.

“…We use wave tank measurements rather than simulations to provide training data and use a long short-term memory neural network to apply a finite-domain correction to the evolution model. …”
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Neighborhoods And Health: Interventions At The Neighborhood Level Could Help Advance Health Equity by Arcaya, Mariana C., Ellen, Ingrid Gould, Steil, Justin

“…Further research on the long-term impacts of neighborhoods on health and more rigorous studies of the impact of particular neighborhood interventions are needed. …”
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Evaluating Prediction Mechanisms: A Profitability Test by Sethi, Rajiv, Seager, Julie, Cai, Emily, Benjamin, Daniel, Morstatter, Fred, Bobrownicki, Olivia, Cheng, Yuqi, Kumar, Anushka, Wanganoo, Anusha

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Black hole singularity from OPE by Čeplak, Nejc, Liu, Hong, Parnachev, Andrei, Valach, Samuel

“…Eternal asymptotically AdS black holes are dual to thermofield double states in the boundary CFT. It has long been known that black hole singularities have certain signatures in boundary thermal two-point functions related to null geodesics bouncing off the singularities (bouncing geodesics). …”
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Real-time estimation of bound water concentration during lyophilization with temperature-based state observers by Srisuma, Prakitr, Barbastathis, George, Braatz, Richard D

“…Lyophilization (aka freeze drying) has been shown to provide long-term stability for many crucial biotherapeutics, e.g., mRNA vaccines for COVID-19, allowing for higher storage temperature. …”
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Opportunities for Machine Learning and Artificial Intelligence to Advance Synthetic Drug Substance Process Development by Griffin, Daniel J, Coley, Connor W, Frank, Scott A, Hawkins, Joel M, Jensen, Klavs F

“…Application of machine learning and artificial intelligence to chemical synthesis of medicinal compounds has long been discussed and has resulted in the development of a number of computer-aided synthesis planning tools by both academic groups and commercial enterprises. …”
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Thermal test effect on fan-out wafer level package strength by Xu, Cheng, Zhong, Zhao Wei, Choi, W. K.

“…In this study, FOWLP material especially the epoxy molding compound (EMC) thermal properties are evaluated to understand the effect of thermal factors on EMC strength. The long term thermal test is applied and the EMC flexure strength increases significantly after the high temperature storage test.…”
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Flexible single-mode delivery of a high-power 2  μm pulsed laser using an antiresonant hollow-core fiber by Lee, Elizabeth, Luo, Jiaqi, Sun, Biao, Ramalingam, Vincent, Zhang, Ying, Wang, Qijie, Yu, Fei, Yu, Xia

“…This is the highest average power delivered by a flexible long HCF in this wavelength without the need for an enclosed controlled environment, to the best of our knowledge.…”
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Flag, you're it : don't prey where we play by Soh, Esther Hui Min, Tan, Vanessa Shi Ying, Wong, Stephanie Si Qi, Yeo, Vinice Si An

“…Prominent activations included a six-week-long immersive exhibition to allow the public to understand the complexities of OCG, as well as a card game to ease the act of flagging out amongst adolescents. …”
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A secure and efficient message authentication scheme for vehicular networks based on LTE-V by Xu, Cheng, Huang, Xiaohong, Ma, Maode, Bao, Hong

“…Vehicular networks can be enhanced by Long Term Evolution-Vehicle (LTE-V) technology, which has been defined in a series of standards by the 3rd Generation Partnership Project (3GPP). …”
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Proactively modulating mechanical behaviors of materials at multiscale for mechano-adaptable devices by Chen, Geng, Cui, Yajing, Chen, Xiaodong

“…Furthermore, molecular, structural plus systematic design for the application of mechano-adaptable devices have realized better electrical performance, human interaction, long-term sustainability, and even higher efficiency. …”
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Operation and control methods of modular multilevel converters in unbalanced AC grids : a review by Li, Jinke, Konstantinou, Georgios, Wickramasinghe, Harith R., Pou, Josep

“…High-voltage direct current (HVdc) transmission systems based on modular multilevel converters (MMCs) are a promising solution for efficient bulk power transmission over long distances. As in grid-connected converters, the occurrence of grid-side faults is rather common, leading to imbalances and distortions of the ac-side voltages. …”
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