Data Sheet 1_Diagnostics of lung cancer by fragmentated blood circulating cell-free DNA based on machine learning methods.docx by Ivan O. Meshkov (11568136)

“…</p>Discussion<p>Thus, the CM has a good diagnostic value and does not require clinical or other data on tumor-associated biomarkers. The current method for LC detection has some advantages for future clinical implementation as a decision-making support system due to the performance of the CM requires data exclusively from NGS-analysis of blood plasma cfDNA fragmentation; the accuracy of the CM does not depend on any additional clinical data; the CM is highly interpretable and traceable; CM has appropriate modular architecture.…”

Table 1_Social anxiety in adolescence and the first timing of parental home leaving and living with a partner: a longitudinal population-based Young-HUNT3 study in Norway.docx by Malik Dimbei Halidu (20471195)

“…This study investigated the association between social anxiety and the timing of two critical life events: first leaving the parental home and first living with a partner.…”

PBMC quality parameters. by Javeria Aijaz (16003679)

“…</p><p>Conclusion</p><p>The implementation of Pakistan’s first acute leukemia biobank using ERIC and EPIS frameworks offers a structured approach beneficial for settings with limited biobanking experience. …”

Interior architectural social compact to do good by Loune Basson (19968201)

Data Sheet 1_Digital interventions addressing the unmet needs of older adults with multimorbidity: a mixed-methods persona design approach.zip by Vincenzo De Luca (10779816)

“…</p>Methods<p>This study employed an explanatory sequential mixed-methods design. …”

EMA Items of the study. by Chaelin K. Ra (22529988)

“…Specifically, we aim to identify bidirectional and temporal associations between daily smoking abstinence and sleep dysregulation via EMA and wrist-worn sensors during the first four weeks of a smoking cessation attempt.</p><p>Discussion</p><p>Findings from this study will yield preliminary data that will be used to develop and implement a Just-in-Time-Adaptive Intervention (JITAI) that aims to improve sleep health during smoking cessation.…”

Study overview. by Chaelin K. Ra (22529988)

“…Specifically, we aim to identify bidirectional and temporal associations between daily smoking abstinence and sleep dysregulation via EMA and wrist-worn sensors during the first four weeks of a smoking cessation attempt.</p><p>Discussion</p><p>Findings from this study will yield preliminary data that will be used to develop and implement a Just-in-Time-Adaptive Intervention (JITAI) that aims to improve sleep health during smoking cessation.…”

Characterization of tsAb thermal stability. by Catarina Melo (22656029)

Site spatial-physical status and industrial heritage construction. by Xia Wei (2063044)

Statistical results of various algorithms. by ZeSheng Lin (20501356)

“…To address these problems, this paper proposes an Enhanced Adaptive Whale Optimization Algorithm to optimize Kernel Extreme Learning Machine (EAWOA-KELM). Various methods were used to improve WOA. As a first step, a novel adaptive perturbation technique employing T-distribution is proposed to perturb the optimal position and avoid being trapped in a local maximum. …”

Convergence factor <i>α</i> change graph. by ZeSheng Lin (20501356)

“…To address these problems, this paper proposes an Enhanced Adaptive Whale Optimization Algorithm to optimize Kernel Extreme Learning Machine (EAWOA-KELM). Various methods were used to improve WOA. As a first step, a novel adaptive perturbation technique employing T-distribution is proposed to perturb the optimal position and avoid being trapped in a local maximum. …”

Model of ELM. by ZeSheng Lin (20501356)

“…To address these problems, this paper proposes an Enhanced Adaptive Whale Optimization Algorithm to optimize Kernel Extreme Learning Machine (EAWOA-KELM). Various methods were used to improve WOA. As a first step, a novel adaptive perturbation technique employing T-distribution is proposed to perturb the optimal position and avoid being trapped in a local maximum. …”

Flowchart of KELM parameters optimized by EAWOA. by ZeSheng Lin (20501356)

“…To address these problems, this paper proposes an Enhanced Adaptive Whale Optimization Algorithm to optimize Kernel Extreme Learning Machine (EAWOA-KELM). Various methods were used to improve WOA. As a first step, a novel adaptive perturbation technique employing T-distribution is proposed to perturb the optimal position and avoid being trapped in a local maximum. …”

The flowchart of the proposed EAWOA. by ZeSheng Lin (20501356)

“…To address these problems, this paper proposes an Enhanced Adaptive Whale Optimization Algorithm to optimize Kernel Extreme Learning Machine (EAWOA-KELM). Various methods were used to improve WOA. As a first step, a novel adaptive perturbation technique employing T-distribution is proposed to perturb the optimal position and avoid being trapped in a local maximum. …”

Images of partial benchmark functions. by ZeSheng Lin (20501356)

“…To address these problems, this paper proposes an Enhanced Adaptive Whale Optimization Algorithm to optimize Kernel Extreme Learning Machine (EAWOA-KELM). Various methods were used to improve WOA. As a first step, a novel adaptive perturbation technique employing T-distribution is proposed to perturb the optimal position and avoid being trapped in a local maximum. …”

Data Sheet 1_Effect, safety, timing and dose of thoracic radiotherapy plus third-generation EGFR-TKIs as first-line treatment in patients with EGFR-mutated oligo-organ metastatic N... by Xinhang Gu (22686224)

“…We evaluated the value and safety of third-generation EGFR-TKIs combined with thoracic radiotherapy (TRT) in patients with oligo-organ metastatic, along with the optimal TRT timing and dose.</p>Methods<p>We retrospectively enrolled patients with EGFR-mutated oligo-organ metastatic NSCLC who received first-line third-generation EGFR-TKIs from 2018 to 2023. …”

Illustration of the database storage. by Marius Zeeb (19353559)

Table_1_Screening and evaluation of key technologies for non-bioartificial liver care: an empirical study.DOCX by Yunzhi Zhang (232142)

“…First, the on-site survey method and literature research method were used to create a preliminary screening list of key technologies for NBAL care. …”

Mentor Interview Coding by Ramiro Pesina (20701601)

“…</p><p dir="ltr">This research makes a significant contribution to the field of HRD by offering practical recommendations for designing and implementing effective mentoring programs. First, educational institutions should prioritize the development of structured mentoring frameworks that provide clear guidance on mentoring processes and outcomes. …”

The Logical Insurrection: FOL Languages as the Stealth Architects of Post-Human Discovery by Vladislav Solodkiy (22283374)

“…The technological foundation for the "brain" of these robots is First-Order Logic, implemented in the programming language <b>Prolog</b>. …”