Free text phrase encoding and information extraction from medical notes by Shu, Jennifer (Jennifer J.)

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Robustness to training disturbances in SpikeProp Learning by Shrestha, Sumit Bam, Song, Qing

“…The inherent nonlinearity of Spiking Neuron means that the learning manifold changes abruptly; therefore, we need to carefully choose the learning steps at every instance. …”
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Development of a learning system for robot control by Leong, Marcus Khee Ing

“…In order to control the robot manipulators, engineers or professionals with technical knowledge are required to carefully model and identify the kinematic model of the robot manipulators. …”
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Study of gas-liquid flow in microchannels by Tan, Siang Fu.

“…The power setting and the beam speed of laser machine must be taken care as it affects the dimensions of channel and surface roughness. …”
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Bending of composite sandwich beams with metal facesheets by Toh, Yi Kang

“…Experimental data from previous study was carefully analysed and compared with the results of the numerical study to validate the finite element model. …”
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Helicopter controlling and balancing by Khuong, Kien Trung.

“…Therefore, the learning phase of the CMAC has to be planned carefully to ensure the entire characteristic surface is trained. …”
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Solar UAV : design and fabrication of structural test rig for loading and testing a 7.5m half wing by Chua, Zac Zheng Xun.

“…To achieve this feat, a lightweight design of the aircraft and careful selection of parts and materials was required. …”
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Smart notification system for nursing homes by Yap, Jovin Kuang Yong

“…The rapid rise in ageing population and number of elderly people living alone necessitates an improved approach to existing elderly care services. The current approaches taken to alleviate this situation involves setting up more nursing homes, as well as increasing housing capacity of the existing homes to handle the increasing demands. …”
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Target tracking and hardware application for smart wheelchair system for airport passengers with reduced mobility by Ye, Roy Wei Bo

“…In developing the assistive technologies, need requirements of the disability community are taken into careful consideration to produce a comprehensive aid in providing support without compromising the safety of the disabled. …”
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Machine learning for classifying chronic kidney disease and predicting creatinine levels using at-home measurements by Metherall, B, Berryman, AK, Brennan, GS

“…Moreover, such models may assist in screening a general population using at-home features—potentially increasing early detection of CKD, thus improving patient care and offering hope for a more effective approach to managing this prevalent health condition.…”

From theoretical models to practical deployment: A perspective and case study of opportunities and challenges in AI-driven cardiac auscultation research for low-income settings by Krones, F, Walker, B

“…The research accentuates the transformative potential of AI-enabled healthcare, particularly for affordable point-of-care screening systems in low-income settings. It also emphasises the necessity of effective implementation and integration strategies to guarantee the successful deployment of these technologies.…”

Tips from an expert panel on the development of a clinical research protocol by Makram, AM, Elsheikh, R, Makram, OM, Van, NT, Nam, NH, Quan, NK, Duc, NTM, Nguye, NQT, Javes, GO, Elsheikh, SS, Imoto, A, Lee, P, Ohmagari, N, Aiga, H, Kamiya, Y, Endo, PT, Huy, NT

“…This guide will give an overview of these steps and provide clear and concise tips on how to successfully draft a scientific protocol. With careful planning and appropriate guidance, it is possible to develop a well-structured and compelling protocol to obtain approval for the conduction of the study or funding from agencies, institutions, or organizations.…”

Somatic gene mutation patterns and burden influence outcomes with enasidenib in relapsed/refractory IDH2-mutated AML by Risueño, A, See, WL, Bluemmert, I, de Botton, S, DiNardo, CD, Fathi, AT, Schuh, AC, Montesinos, P, Vyas, P, Prebet, T, Gandhi, A, Hasan, M

“…We recently reported results from the phase 3 IDHENTIFY trial (NCT02577406) showing improved response rates and event-free survival with enasidenib monotherapy compared with conventional care regimens (CCR) in heavily pretreated, older patients with late-stage R/R AML bearing IDH2 mutations. …”

A menu of standards for green infrastructure in England: effective and equitable or a race to the bottom? by Grace, M, Smith, A, Mell, I, Houghton, J, Neal, P

“…However, this will only be achieved effectively, sustainably and equitably if GI is carefully planned, implemented and maintained to a high standard, in partnership with stakeholders. …”

General circulation models simulate negative liquid water path–droplet number correlations, but anthropogenic aerosols still increase simulated liquid water path by Mülmenstädt, J, Gryspeerdt, E, Dipu, S, Quaas, J, Ackerman, AS, Fridlind, AM, Tornow, F, Bauer, SE, Gettelman, A, Ming, Y, Zheng, Y, Ma, P-L, Wang, H, Zhang, K, Christensen, MW, Varble, AC, Leung, LR, Liu, X, Neubauer, D, Partridge, DG, Stier, P, Takemura, T

“…These results are a reminder that assessments of climate parameters based on multiple lines of evidence must carefully consider the complementary strengths of different lines when the lines disagree.…”

Screening for pathogenic neuronal autoantibodies in serum and CSF of patients with first-episode psychosis by Theorell, J, Ramberger, M, Harrison, R, Mgbachi, V, Jacobson, L, Waters, P, Erhardt, S, Sellgren, CM, Cervenka, S, Piehl, F, Irani, SR

“…In conclusion, formes frustes of autoimmune encephalitis are not prevalent among FEP patients admitted to psychiatric care. Our findings do not support screening for neuronal surface autoantibodies in unselected psychotic patients.…”

The erosion of cultural essence: translating mythical cultural terms in classical Chinese folk novels by Wei, Mian, Zainal, Zainor Izat, Wong, Lingyann

“…Key findings indicate that while some translations strive to maintain the original cultural essence through careful annotation and contextualization, others prioritise readability and accessibility, leading to significant cultural loss. …”
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Social support, depression, anxiety and stress among breast cancer patients receiving chemotherapy in Hospital Universiti Sains Malaysia by Rokhman, Nik Nor Izwana

“…A cross-sectional study was conducted in a Day-Care Oncology Unit Hospital Universiti Sains Malaysia from January to March 2024. …”
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Heat storage performance analysis and parameter design for encapsulated phase change materials by Yu, Qinghua, Romagnoli, Alessandro, Al-Duri, Bushra, Xie, Danmei, Ding, Yulong, Li, Yongliang

“…This implies that physical properties of materials of PCM capsules should be carefully considered for improving mechanical stability and melting dynamics. …”
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Invited perspectives : how machine learning will change flood risk and impact assessment by Wagenaar, Dennis, Curran, Alex, Balbi, Mariano, Bhardwaj, Alok, Soden, Robert, Hartato, Emir, Mestav Sarica, Gizem, Ruangpan, Laddaporn, Molinario, Giuseppe, Lallemant, David

“…Overall, machine learning is likely to drastically improve future flood risk and impact assessments, but issues such as applicability, bias and ethics must be considered carefully to avoid misuse. This paper presents some of the current developments on the application of machine learning in this field and highlights some key needs and challenges.…”
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