Schematic of the approach: This schematic illustrates the entire workflow of the project. by Enock Niyonkuru (21246879)

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Text Transformation Pipeline: An example of the multi-stage text transformation pipeline applied to a sample abstract (PMID: 30609739). by Enock Niyonkuru (21246879)

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Comparative analysis of WordNet replacement impact on data distribution. by Enock Niyonkuru (21246879)

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Comparison of window size for embedding with Wordnet synonym replacement (WN) and without (PM). While Table 1 compared the effects of different values of using a window size of 10,... by Enock Niyonkuru (21246879)

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Non-biomedical word replacement algorithm: This algorithm outlines the process for replacing non-biomedical words in a corpus using WordNet. by Enock Niyonkuru (21246879)

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Comparison of mean interconcept distance for embedding with WordNet synonym replacement (WN) and without (PM). The initial number of unique concepts in the total corpus was 3,018,9... by Enock Niyonkuru (21246879)

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Exercise protocol implementation. by Anna Shologan (21410526)

“…We conducted a pilot randomized controlled trial to examine the feasibility of perioperative rehabilitation for inguinal hernia repair surgery in terms of recruitment rate, assessment, and protocol implementation.</p><p>Methods</p><p>Participants were randomized into an intervention group and control group. …”

Bursty model and Refractory model simulation results. (A) Bursty model simulation results ( samples). The production of nascent mRNA occurs in bursts and degrade after delay time <... by Ziyan Jin (21021976)

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Configuration details of the object detection models implemented in MMDetection. Here, FPN = Feature Pyramid Network, AHs = Attention Heads, TLs = Transformer Layers, SGD = Stochas... by Parminder Kaur (719846)

SyMANTIC: An Efficient Symbolic Regression Method for Interpretable and Parsimonious Model Discovery in Science and Beyond by Madhav R. Muthyala (20667676)

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Factors influencing undergraduate geoscience instructors’ decisions to attend institutional teaching-focused professional development programs and implement research-based teaching... by Collette Wilfong (21728269)

“…This study examines how geoscience instructors decide to attend institutional PD programs and whether to implement research-based teaching methods (RBTM) discussed in such programs. …”

Convergence of the diffusion method (dataset 1). by Zakaria Belghali (22581967)

Implementation of a Bayesian Optimization Framework for Interconnected Systems by Leonardo D. González (20571619)

“…In this work, we provide a detailed implementation of a recently proposed gray-box BO paradigm, BOIS, that uses adaptive linearizations of <i>f</i> to obtain analytical expressions for the statistical moments of the composite function. …”

S8 Text - Evaluation of a digital entomological surveillance planning tool for malaria vector control: Three country mixed methods pilot study by Charlotte Hemingway (9524724)

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Working principle of the DRL-based AP controller. by Yan Feng Zhao (20623476)

DeepB3Pred - code by Saleh Musleh (22263718)

Flowchart representation of lion optimization algorithm for hyperparameter tuning in the HCAP model. by Mohanad Faeq Ali (21354273)

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Visualisation representing proportions of survey responses. A. Stacked barplot representing the proportion of respondent time spent on computational work. by Pradeep Eranti (22439143)

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Data Sheet 2_Implementing resilience-based interventions for healthcare employee well-being: evidence from the pandemic crisis.docx by Ewa Agnieszka Kosycarz (8991188)

“…The findings echo existing research and lay groundwork for further work on healthcare resilience and staff well-being.…”

Data Sheet 1_Implementing resilience-based interventions for healthcare employee well-being: evidence from the pandemic crisis.docx by Ewa Agnieszka Kosycarz (8991188)

“…The findings echo existing research and lay groundwork for further work on healthcare resilience and staff well-being.…”