Towards predicting implant-induced fibrosis: A standardized network model of macrophage-fibroblast interactions by Matilde Marradi, Martijn van Griensven, Nick R.M. Beijer, Jan de Boer, Aurélie Carlier

“…In this study, we constructed a literature-based network of the FBR and developed it into a semi-quantitative predictive model to better understand its dynamics. …”
Get full text

Microcontroller-Based Intravenous Fluid Monitoring System Design by Phisca Aditya Rosyady, Nurina Umy Habibah, Ahmad Raditya Cahya Baswara, Nuni Ihsana, Dedik Sulistiawan, Widya Rahayu Dinata

“…The research method we use is research and development, while the data analysis method uses comparative quantitative analysis. This research consists of three main parts, namely system input, microcontroller as system processor, and system output as expected. …”
Get full text

Implementation of a Conditional Latent Diffusion-Based Generative Model to Synthetically Create Unlabeled Histopathological Images by Mahfujul Islam Rumman, Naoaki Ono, Kenoki Ohuchida, Ahmad Kamal Nasution, Muhammad Alqaaf, Md. Altaf-Ul-Amin, Shigehiko Kanaya

“…Finally, we determined the optimal number of clusters using cluster validation metrics and assessed the quality of the synthetic images through quantitative methods. To enhance the interpretability of the synthetic image generation process, expert input was incorporated into the cluster assignments.…”
Get full text

Sedimentary palaeogeomorphology and palaeo-environment reconstruction of shallow water delta in the 3rd member of Funing Formation in Qintong Sag, Subei Basin by CHENG Hao, JIN Zhenkui, YU Wenduan, TAI Hao, WANG Jinyi, ZHU Xiao'er, SU Gang

“…Accordingly, paleogeomorphology reconstruction in map form and the curves of palaeo-environment changes of the 3rd member of Funing Formation in Qintong Sag are drawn, which prove that the study area is a half-graben, lower in the South and higher in the North with the convergence across the east-west direction, the climate is warm and humid during the sedimentary period, the water body activity is frequent and recurrent, the water salinity is low, the multiple source is supplied intermittent, the material source input continues to increase, and the deposition rate is fast. …”
Get full text

Vulnerability to COVID-19 Depending on the Regional Health Behaviour Patterns of the PopulationCountries’ Vulnerability to COVID-19 Depending on the Health Behaviour Patterns of th... by Nataliia Letunovska, Boliukh Viktoriia

“…This suggests that establishing dependencies requires more input parameters to describe the model. It was determined that the consumption of healthy foods (milk, berries, fish) influences the mortality rate from COVID-19 (high, medium or low). …”
Get full text

Artificial intelligence in suicide prevention: Utilizing deep learning approach for early detection by Vikas Gaur, Gaurav Maggu, Khushboo Bairwa, Suprakash Chaudhury, Sana Dhamija, Tahoora Ali

“…Materials and Methods: An AI model utilizing ANNs is devised for suicide risk prediction among exam-stressed students. A 33-feature input layer is curated based on literature and expert insights, with binary features assigned weighted values. …”
Get full text

Nutrition in cancer patients: analysis of the forum of women´s self-help association against cancer by A. Fettig, V. Mathies, J. Hübner

“…Methods A mixed-methods approach was used, combining qualitative and quantitative content analysis of 5314 forum responses. …”
Get full text

Tomato value chain analysis in Seka Chekorsa District, Jimma Zone, Oromia region, Ethiopia by Zalalam Lule, Mekdelawit Yeshitila, Mulubrihan Bayissa, Fikadu Mitiku

“…In the study area, the primary tomato value chain actors included input suppliers, producers, local collectors, retailers and consumers. …”
Get full text

Assessment of the hydrocarbon potential of the Bering Sea by E. A. Lavrenova, S. A. Guryanov, V. Yu. Kerimov

“…Two promising levels of oil and gas potential were determined. A quantitative assessment of the hydrocarbon potential of the GAHS was carried out.…”
Get full text

Machine learning-assisted finite element modeling of additively manufactured meta-materials by Alexander Meynen, HMA Kolken, Michiel Mulier, Amir A. Zadpoor, Lennart Scheys

“…Finally, the workflow was validated by qualitatively and quantitatively comparing simulation results to the experimental data. …”
Get full text

Comprehensive and Dedicated Metrics for Evaluating AI-Generated Residential Floor Plans by Pengyu Zeng, Jun Yin, Yan Gao, Jizhizi Li, Zhanxiang Jin, Shuai Lu

“…A comparison of RFP-A and existing metrics was conducted both qualitatively and quantitatively, and it was revealed that RFP-A provides more robust, interpretable, and computationally efficient assessments of the accuracy and diversity of generated plans. …”
Get full text

Explainable ML modeling of saltwater intrusion control with underground barriers in coastal sloping aquifers by Asaad M. Armanuos, Martina Zeleňáková, Mohamed Kamel Elshaarawy

“…To support practical application, an interactive graphical user interface (GUI) was developed, allowing users to input key variables and easily estimate L/L a values. …”
Get full text

High-Knee-Flexion Posture Recognition Using Multi-Dimensional Dynamic Time Warping on Inertial Sensor Data by Annemarie F. Laudanski, Arne Küderle, Felix Kluge, Bjoern M. Eskofier, Stacey M. Acker

“…IMU-based joint angle estimates for the ankle, knee, and hip were time and scale normalized prior to being input to a multi-dimensional Dynamic Time Warping (mDTW) distance-based Nearest Neighbour algorithm for the identification of twelve postures. …”
Get full text

Flood risk assessment for road infrastructures using Bayesian networks: case study of Santarem - Portugal by Erica Arango, Monica Santamaria, Maria Nogal, Hélder S. Sousa, José C. Matos

“…This work aims to provide a consistent quantitative flood risk estimation and influence factor modelling for road infrastructures. …”
Get full text

A System Dynamics Approach to Corn Production in indonesia: Causal Loop Diagram by Asriani Asriani, Dhian Herdhiansyah

“…Time series data from 1980 to 2019 were sourced from the Central Bureau of Statistics (BPS), the Ministry of Agriculture, the Ministry of Trade, and the Food and Agriculture Organization (FAO). A quantitative descriptive approach was employed, utilizing system dynamics modeling—comprising input-output analysis and causal loop diagrams—to simulate key factors influencing corn production. …”
Get full text

Covid19Vaxplorer: A free, online, user-friendly COVID-19 vaccine allocation comparison tool. by Imelda Trejo, Pei-Yao Hung, Laura Matrajt

“…Decision-makers must decide how to effectively allocate available vaccines (e.g. boosters or primary series vaccination, which age groups to target) but LMIC often lack the resources to undergo quantitative analyses of vaccine allocation, resulting in ad-hoc policies. …”
Get full text

Assistive Devices Analysis for Visually Impaired Persons: A Review on Taxonomy by Sadia Zafar, Muhammad Asif, Maaz Bin Ahmad, Taher M. Ghazal, Tauqeer Faiz, Munir Ahmad, Muhammad Adnan Khan

“…Firstly, these devices take input from the surrounding environment through different sensors e.g. infrared radiation, ultrasonic, imagery sensor, etc. …”
Get full text

Evaluating Public Participation in a Project Plan Review: A Nigerian Case Study by Adewumi I. Badiora, Abdullateef I. Bako, Daniel O. Olaleye

“…However, it is unclear whether public projects are enabling sufficient public input or are likely to be able to meet future management planning needs; particularly in developing countries. …”
Get full text

Derivation of surface models using satellite imagery deep learning architectures with explainable AI by Vivaldi Rinaldi, Francisco Gómez-Vela, Masoud Ghandehari

“…In addition, we employed Explainable Artificial Intelligence (XAI) techniques, such as Gradient-Weighted Class Activation Mapping (GRAD-CAM) and Saliency Maps, to improve model interpretability, revealing important information about decision-making processes and highlighting critical input features. The results of this study contribute to the advancement of remote sensing techniques for urban analysis, with potential applications. …”
Get full text

IDNet: A Diffusion Model-Enhanced Framework for Accurate Cranio-Maxillofacial Bone Defect Repair by Xueqin Ji, Wensheng Wang, Xiaobiao Zhang, Xinrong Chen

“…This study presents the Internal Diffusion Network (IDNet), a novel framework that integrates a diffusion model into a standard U-shaped network to extract valuable information from input data and produce high-resolution representations for 3D medical segmentation. …”
Get full text