20,848 results on '"A, Pareja"'
Search Results
2. Tensorization of neural networks for improved privacy and interpretability
- Author
-
Monturiol, José Ramón Pareja, Pozas-Kerstjens, Alejandro, and Pérez-García, David
- Subjects
Mathematics - Numerical Analysis ,Computer Science - Machine Learning ,Physics - Computational Physics ,Quantum Physics - Abstract
We present a tensorization algorithm for constructing tensor train representations of functions, drawing on sketching and cross interpolation ideas. The method only requires black-box access to the target function and a small set of sample points defining the domain of interest. Thus, it is particularly well-suited for machine learning models, where the domain of interest is naturally defined by the training dataset. We show that this approach can be used to enhance the privacy and interpretability of neural network models. Specifically, we apply our decomposition to (i) obfuscate neural networks whose parameters encode patterns tied to the training data distribution, and (ii) estimate topological phases of matter that are easily accessible from the tensor train representation. Additionally, we show that this tensorization can serve as an efficient initialization method for optimizing tensor trains in general settings, and that, for model compression, our algorithm achieves a superior trade-off between memory and time complexity compared to conventional tensorization methods of neural networks., Comment: 39 pages, 9 figures
- Published
- 2025
3. Unveiling the Secret Recipe: A Guide For Supervised Fine-Tuning Small LLMs
- Author
-
Pareja, Aldo, Nayak, Nikhil Shivakumar, Wang, Hao, Killamsetty, Krishnateja, Sudalairaj, Shivchander, Zhao, Wenlong, Han, Seungwook, Bhandwaldar, Abhishek, Xu, Guangxuan, Xu, Kai, Han, Ligong, Inglis, Luke, and Srivastava, Akash
- Subjects
Computer Science - Machine Learning ,Computer Science - Artificial Intelligence ,Statistics - Machine Learning ,I.2.7 ,I.2.6 ,I.2.4 - Abstract
The rise of large language models (LLMs) has created a significant disparity: industrial research labs with their computational resources, expert teams, and advanced infrastructures, can effectively fine-tune LLMs, while individual developers and small organizations face barriers due to limited resources. In this paper, we aim to bridge this gap by presenting a comprehensive study on supervised fine-tuning of LLMs using instruction-tuning datasets spanning diverse knowledge domains and skills. We focus on small-sized LLMs (3B to 7B parameters) for their cost-efficiency and accessibility. We explore various training configurations and strategies across four open-source pre-trained models. We provide detailed documentation of these configurations, revealing findings that challenge several common training practices, including hyperparameter recommendations from TULU and phased training recommended by Orca. Key insights from our work include: (i) larger batch sizes paired with lower learning rates lead to improved model performance on benchmarks such as MMLU, MTBench, and Open LLM Leaderboard; (ii) early-stage training dynamics, such as lower gradient norms and higher loss values, are strong indicators of better final model performance, enabling early termination of sub-optimal runs and significant computational savings; (iii) through a thorough exploration of hyperparameters like warmup steps and learning rate schedules, we provide guidance for practitioners and find that certain simplifications do not compromise performance; and (iv) we observed no significant difference in performance between phased and stacked training strategies, but stacked training is simpler and more sample efficient. With these findings holding robustly across datasets and models, we hope this study serves as a guide for practitioners fine-tuning small LLMs and promotes a more inclusive environment for LLM research., Comment: 33 pages, 19 figures. Appendix included in submission. Submitted to ICLR 2025
- Published
- 2024
4. Double tips for in-plane polarized near-field microscopy and spectroscopy
- Author
-
Kusch, Patryk, Arcos, Jose Pareja, Tsarapkin, Aleksei, Deinhart, Victor, Harbauer, Karsten, Höflich, Katja, and Reich, Stephanie
- Subjects
Physics - Optics ,Physics - Applied Physics - Abstract
Near-field optical microscopy and spectroscopy provide high-resolution imaging below the diffraction limit, crucial in physics, chemistry, and biology for studying molecules, nanoparticles, and viruses. These techniques use a sharp metallic tip of an atomic force microscope (AFM) to enhance incoming and scattered light by excited near-fields at the tip apex leading to high sensitivity and a spatial resolution of a few nanometers. However, this restricts the near-field orientation to out-of-plane polarization, limiting optical polarization choices. We introduce double tips that offer in-plane polarization for enhanced imaging and spectroscopy. These double tips provide superior enhancement over single tips, although with a slightly lower spatial resolution (~30nm). They enable advanced studies of nanotubes, graphene defects, and transition metal dichalcogenides, benefiting from polarization control. The double tips allow varied polarization in tip-enhanced Raman scattering and selective excitation of transverse-electric and -magnetic polaritons, expanding the range of nanoscale samples that can be studied.
- Published
- 2024
5. Insights from therapeutic strategies in superior canal dehiscence syndrome: is there anything beyond surgical treatment?
- Author
-
Lorente-Piera, Joan, Prieto-Matos, Carlos, Fernández, Nicolás Pérez, Blanco-Pareja, Melissa, Gil, Diego Calavia, Manrique, Manuel, and Manrique-Huarte, Raquel
- Published
- 2025
- Full Text
- View/download PDF
6. Molecular Basis of Breast Tumor Heterogeneity
- Author
-
Dikoglu, Esra, Pareja, Fresia, Dong, Haidong, Series Editor, Radeke, Heinfried H., Series Editor, Rezaei, Nima, Series Editor, Steinlein, Ortrud, Series Editor, Xiao, Junjie, Series Editor, Rosenhouse-Dantsker, Avia, Series Editor, Gerlai, Robert, Series Editor, Sørlie, Therese, editor, and Clarke, Robert B., editor
- Published
- 2025
- Full Text
- View/download PDF
7. User Experience Insights from a Virtual Reality Application for Second Language Learners
- Author
-
Suarez-Pareja, Cristina, Rojas, Alix E., Ghosh, Ashish, Editorial Board Member, Florez, Hector, editor, and Astudillo, Hernán, editor
- Published
- 2025
- Full Text
- View/download PDF
8. LAB: Large-Scale Alignment for ChatBots
- Author
-
Sudalairaj, Shivchander, Bhandwaldar, Abhishek, Pareja, Aldo, Xu, Kai, Cox, David D., and Srivastava, Akash
- Subjects
Computer Science - Computation and Language ,Computer Science - Machine Learning - Abstract
This work introduces LAB (Large-scale Alignment for chatBots), a novel methodology designed to overcome the scalability challenges in the instruction-tuning phase of large language model (LLM) training. Leveraging a taxonomy-guided synthetic data generation process and a multi-phase tuning framework, LAB significantly reduces reliance on expensive human annotations and proprietary models like GPT-4. We demonstrate that LAB-trained models can achieve competitive performance across several benchmarks compared to models trained with traditional human-annotated or GPT-4 generated synthetic data. Thus offering a scalable, cost-effective solution for enhancing LLM capabilities and instruction-following behaviors without the drawbacks of catastrophic forgetting, marking a step forward in the efficient training of LLMs for a wide range of applications., Comment: Corresponding Author: Akash Srivastava. Equal Contribution: Shivchander Sudalairaj, Abhishek Bhandwaldar, Aldo Pareja, Akash Srivastava, Code: https://github.com/instructlab
- Published
- 2024
9. Complications related to the prehabilitation with preoperative pneumoperitoneum in loss of domain hernias: our experience in 180 consecutive cases
- Author
-
Bueno-Lledó, J., Martínez-Hoed, J., Bonafé-Diana, S., García-Pastor, P., Torregrosa-Gallud, A., Pareja-Ibars, V., Carreño-Sáenz, O., and Pous-Serrano, S.
- Published
- 2024
- Full Text
- View/download PDF
10. Accelerating the design of gerotor pumps using interactive tools and fast simulation
- Author
-
Pareja-Corcho, Juan, Pedrera-Busselo, Asier, Ciarrusta, John, Moreno, Aitor, Posada, Jorge, and Ruiz-Salguero, Oscar
- Published
- 2024
- Full Text
- View/download PDF
11. Curiosity-driven Red-teaming for Large Language Models
- Author
-
Hong, Zhang-Wei, Shenfeld, Idan, Wang, Tsun-Hsuan, Chuang, Yung-Sung, Pareja, Aldo, Glass, James, Srivastava, Akash, and Agrawal, Pulkit
- Subjects
Computer Science - Machine Learning ,Computer Science - Artificial Intelligence ,Computer Science - Computation and Language - Abstract
Large language models (LLMs) hold great potential for many natural language applications but risk generating incorrect or toxic content. To probe when an LLM generates unwanted content, the current paradigm is to recruit a \textit{red team} of human testers to design input prompts (i.e., test cases) that elicit undesirable responses from LLMs. However, relying solely on human testers is expensive and time-consuming. Recent works automate red teaming by training a separate red team LLM with reinforcement learning (RL) to generate test cases that maximize the chance of eliciting undesirable responses from the target LLM. However, current RL methods are only able to generate a small number of effective test cases resulting in a low coverage of the span of prompts that elicit undesirable responses from the target LLM. To overcome this limitation, we draw a connection between the problem of increasing the coverage of generated test cases and the well-studied approach of curiosity-driven exploration that optimizes for novelty. Our method of curiosity-driven red teaming (CRT) achieves greater coverage of test cases while mantaining or increasing their effectiveness compared to existing methods. Our method, CRT successfully provokes toxic responses from LLaMA2 model that has been heavily fine-tuned using human preferences to avoid toxic outputs. Code is available at \url{https://github.com/Improbable-AI/curiosity_redteam}, Comment: Published at ICLR 2024
- Published
- 2024
12. Mutant fate in spatially structured populations on graphs: connecting models to experiments
- Author
-
Abbara, Alia, Pagani, Lisa, García-Pareja, Celia, and Bitbol, Anne-Florence
- Subjects
Quantitative Biology - Populations and Evolution ,Quantitative Biology - Quantitative Methods - Abstract
In nature, most microbial populations have complex spatial structures that can affect their evolution. Evolutionary graph theory predicts that some spatial structures modelled by placing individuals on the nodes of a graph affect the probability that a mutant will fix. Evolution experiments are beginning to explicitly address the impact of graph structures on mutant fixation. However, the assumptions of evolutionary graph theory differ from the conditions of modern evolution experiments, making the comparison between theory and experiment challenging. Here, we aim to bridge this gap by using our new model of spatially structured populations. This model considers connected subpopulations that lie on the nodes of a graph, and allows asymmetric migrations. It can handle large populations, and explicitly models serial passage events with migrations, thus closely mimicking experimental conditions. We analyze recent experiments in light of this model. We suggest useful parameter regimes for future experiments, and we make quantitative predictions for these experiments. In particular, we propose experiments to directly test our recent prediction that the star graph with asymmetric migrations suppresses natural selection and can accelerate mutant fixation or extinction, compared to a well-mixed population., Comment: Main text: 15 pages, 5 figures. 7 supplementary figures
- Published
- 2024
- Full Text
- View/download PDF
13. Human milk oligosaccharides are associated with maternal genetics and respiratory health of human milk-fed children
- Author
-
Ambalavanan, Amirthagowri, Chang, Le, Choi, Jihoon, Zhang, Yang, Stickley, Sara A., Fang, Zhi Y., Miliku, Kozeta, Robertson, Bianca, Yonemitsu, Chloe, Turvey, Stuart E., Mandhane, Piushkumar J., Simons, Elinor, Moraes, Theo J., Anand, Sonia S., Paré, Guillaume, Williams, Janet E., Murdoch, Brenda M., Otoo, Gloria E., Mbugua, Samwel, Kamau-Mbuthia, Elizabeth W., Kamundia, Egidioh W., Gindola, Debela K., Rodriguez, Juan M., Pareja, Rossina G., Sellen, Daniel W., Moore, Sophie E., Prentice, Andrew M., Foster, James A., Kvist, Linda J., Neibergs, Holly L., McGuire, Mark A., McGuire, Michelle K., Meehan, Courtney L., Sears, Malcolm R., Subbarao, Padmaja, Azad, Meghan B., Bode, Lars, and Duan, Qingling
- Published
- 2024
- Full Text
- View/download PDF
14. Inferior Mesenteric Vein Pylephlebitis as a Rare Complication of a Previous Diverticulitis: A Case Report
- Author
-
García-Sánchez, Carlos Javier, Cuevas-López, María Josefa, Aparicio-Sánchez, Daniel, and Pareja-Ciuró, Felipe
- Published
- 2024
- Full Text
- View/download PDF
15. Review on epidemiology, disease burden, and treatment patterns of IgA nephropathy in select APAC countries
- Author
-
Zaidi, Omer, Du, Fen, Tang, Zhaoli, Bhattacharjee, Sandipan, and Pareja, Kristin
- Published
- 2024
- Full Text
- View/download PDF
16. Converging and evolving immuno-genomic routes toward immune escape in breast cancer
- Author
-
Blanco-Heredia, Juan, Souza, Carla Anjos, Trincado, Juan L., Gonzalez-Cao, Maria, Gonçalves-Ribeiro, Samuel, Gil, Sara Ruiz, Pravdyvets, Dmytro, Cedeño, Samandhy, Callari, Maurizio, Marra, Antonio, Gazzo, Andrea M., Weigelt, Britta, Pareja, Fresia, Vougiouklakis, Theodore, Jungbluth, Achim A., Rosell, Rafael, Brander, Christian, Tresserra, Francesc, Reis-Filho, Jorge S., Tiezzi, Daniel Guimarães, de la Iglesia, Nuria, Heyn, Holger, and De Mattos-Arruda, Leticia
- Published
- 2024
- Full Text
- View/download PDF
17. Comparative analysis of patellar tendon, achilles tendon and plantar fascia structure in indoor and outdoor football players: a novel cross-sectional pilot study
- Author
-
Romero-Morales, Carlos, Berzosa-Rojo, Álvaro, Di Luca-Calabrese, Daniel, Vázquez-González, Sergio, Abuín-Porras, Vanesa, Jaén-Crespo, Gonzalo, García-Sanz, Fernando, and Pareja-Galeano, Helios
- Published
- 2024
- Full Text
- View/download PDF
18. Genomic and epigenomic basis of breast invasive lobular carcinomas lacking CDH1 genetic alterations
- Author
-
Dopeso, Higinio, Gazzo, Andrea M., Derakhshan, Fatemeh, Brown, David N., Selenica, Pier, Jalali, Sahar, Da Cruz Paula, Arnaud, Marra, Antonio, da Silva, Edaise M., Basili, Thais, Gusain, Laxmi, Colon-Cartagena, Lorraine, Bhaloo, Shirin Issa, Green, Hunter, Vanderbilt, Chad, Oesterreich, Steffi, Grabenstetter, Anne, Kuba, M. Gabriela, Ross, Dara, Giri, Dilip, Wen, Hannah Y., Zhang, Hong, Brogi, Edi, Weigelt, Britta, Pareja, Fresia, and Reis-Filho, Jorge S.
- Published
- 2024
- Full Text
- View/download PDF
19. Adherence, tolerance, and patterns of use of an oral adapted texture nutritional formula in malnourished patients with dysphagia
- Author
-
José Manuel García-Almeida, Raquel Cutillas Ruiz, Isabel María Vegas Aguilar, Isabel María Cornejo Pareja, and Pilar Lucía López Alarcón
- Subjects
Dysphagia ,Malnutrition ,Nutrition Therapy, medical ,Adherence, Therapeutic ,Nutrition. Foods and food supply ,TX341-641 - Abstract
Introduction: Adherence to nutritional medical treatments is essential for attaining clinical benefits. Yet, the evidence regarding the impact of various factors on adherence to these treatments is limited, highlighting the need for strategies that facilitate early identification of prognostic adherence factors. Objectives: This study aims to identify factors that may influence adherence to nutritional medical treatment. Methods: A cross-sectional prospective study was conducted using a validated 25-item questionnaire targeted at specialists in Endocrinology, Nutrition, Rehabilitation, and Dysphagia. Results: A total of 296 health professionals participated, providing pertinent data for 614 patients with dysphagia and malnutrition during routine clinical practice in public hospitals. Several factors potentially impairing adherence were identified, such as a patient's lack of appetite, satiety, disinterest and fatigue. Texture was recognized as a facilitating factor in 96% of cases. A statistically significant correlation was found between the value patients place on the intake of oral nutrition supplements in their recovery process and their compliance with the prescribed doses. Conclusions: The results emphasize the importance of communicating with patients and caregivers about the necessity of complying with the prescribed nutritional regimen and its potential benefits. The analysis of habits also underlined the need to offer flexible, patient-tailored nutritional solutions to enhance treatment adherence.
- Published
- 2025
- Full Text
- View/download PDF
20. Unraveling complexity and leveraging opportunities in uncommon breast cancer subtypes
- Author
-
Fresia Pareja, Rohit Bhargava, Virginia F. Borges, Edi Brogi, Rita Canas Marques, Fatima Cardoso, Christine Desmedt, Malini Harigopal, Sunil R. Lakhani, Adrian Lee, Jose Pablo Leone, Hannah Linden, Christopher J. Lord, Caterina Marchio, Sofia D. Merajver, Emad Rakha, Jorge S. Reis-Filho, Andrea Richardson, Elinor Sawyer, Pepper Schedin, Christopher J. Schwartz, Andrew Tutt, Naoto T. Ueno, Anne Vincent-Salomon, Britta Weigelt, Y. Hannah Wen, Stuart J. Schnitt, and Steffi Oesterreich
- Subjects
Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Abstract Special histologic subtypes of breast cancer (BC) exhibit unique phenotypes and molecular profiles with diagnostic and therapeutic implications, often differing in behavior and clinical trajectory from common BC forms. Novel methodologies, such as artificial intelligence may improve classification. Genetic predisposition plays roles in a subset of cases. Uncommon BC presentations like male, inflammatory and pregnancy-related BC pose challenges. Emerging therapeutic strategies targeting genetic alterations or immune microenvironment are being explored.
- Published
- 2025
- Full Text
- View/download PDF
21. Susceptibility to organophosphate insecticides in Aedes aegypti (Diptera: Culicidae) from northern Colombia and associated resistance mechanisms
- Author
-
María Claudia Atencia-Pineda, Javier García-Leal, Diana Diaz-Ortiz, Paula Pareja-Loaiza, Lisandro Pacheco-Lugo, Richard Hoyos-López, Alfonso Calderón-Rangel, Pedro Fragozo-Castilla, Selene M. Gutiérrez-Rodríguez, Adriana E. Flores, and Ronald Maestre-Serrano
- Subjects
Organophosphates ,Aedes aegypti ,Susceptibility screening ,Metabolic resistance ,Córdoba ,Infectious and parasitic diseases ,RC109-216 - Abstract
Abstract Background Aedes aegypti is the primary vector of dengue, chikungunya, and Zika viruses in Colombia. Various insecticides, including pyrethroid, organophosphate, and carbamate insecticides; growth regulators; and biological insecticides, such as Bacillus thuringiensis var. israelensis, have been used to control Ae. aegypti populations. However, organophosphates such as malathion, pirimiphos-methyl, and temephos have been used over the last decade owing to the high resistance to pyrethroids. Methods This study assessed the susceptibility to organophosphates in 14 Ae. aegypti populations from the Córdoba department in northern Colombia. Moreover, possible resistance mechanisms were investigated by determining the activity levels of α-esterases, β-esterases, mixed function oxidases (MFOs), glutathione S-transferases (GSTs), and insensitive acetylcholinesterase (iAChE). Additionally, the Ace-1 gene was sequenced to identify mutations at the target site of action. Results The populations were susceptible to temephos and malathion but resistant to fenitrothion, and in three of them, to pirimiphos-methyl. Alterations in the enzyme activity levels of α-esterases and β-esterases, GST, and iAChE were observed among the populations, with high enzyme activity levels of α and β esterases associated with resistance to fenitrothion. No mutations were identified in the Ace-1 gene. Conclusions These findings are highly relevant for vector control programs in the region, as they allow for adjustments in resistance management strategies and improve the effectiveness of interventions against these arboviruses. Graphical Abstract
- Published
- 2025
- Full Text
- View/download PDF
22. Límites a la articulación, descentralización y participación en el agua potable rural chilena
- Author
-
Claudio Pareja-Pineda
- Subjects
intersectorialidad ,agua potable ,apr ,ocsas ,coproducción ,Hydraulic engineering ,TC1-978 ,Water supply for domestic and industrial purposes ,TD201-500 - Abstract
Chile ha logrado entregar agua potable de manera amplia y segura en contextos rurales a través de un esquema de coproducción. Esta forma de operación ha funcionado por más de 60 años y entrega agua a más del 10 % de la población. Sin embargo, la literatura reporta heterogeneidad en los resultados de cada territorio. En tal contexto, se está implementando una nueva legislación que institucionaliza dicha forma de provisión generando nuevas demandas en el Estado. Ante esto, el artículo analiza si la ley avanza en tres aspectos de la gestión integrada del agua potable rural. A partir de un análisis de contenido de la nueva ley y su reglamentación se concluye que existen avances en participación, articulación intersectorial y descentralización, pero se proyectan posibles conflictos al interior de la administración del Estado y en la vinculación de éste con las organizaciones. Se concluye que es importante para la política pública de agua potable rural mayor coordinación con otros sectores y también mayor atención a las tendencias actuales en administración pública respecto de la gestión estatal que abogan por una mayor articulación, descentralización y participación.
- Published
- 2025
- Full Text
- View/download PDF
23. The spatially informed mFISHseq assay resolves biomarker discordance and predicts treatment response in breast cancer
- Author
-
Evan D. Paul, Barbora Huraiová, Natália Valková, Natalia Matyasovska, Daniela Gábrišová, Soňa Gubová, Helena Ignačáková, Tomáš Ondris, Michal Gala, Liliane Barroso, Silvia Bendíková, Jarmila Bíla, Katarína Buranovská, Diana Drobná, Zuzana Krchňáková, Maryna Kryvokhyzha, Daniel Lovíšek, Viktoriia Mamoilyk, Veronika Mancikova, Nina Vojtaššáková, Michaela Ristová, Iñaki Comino-Méndez, Igor Andrašina, Pavel Morozov, Thomas Tuschl, Fresia Pareja, Jakob N. Kather, and Pavol Čekan
- Subjects
Science - Abstract
Abstract Current assays fail to address breast cancer’s complex biology and accurately predict treatment response. On a retrospective cohort of 1082 female breast tissues, we develop and validate mFISHseq, which integrates multiplexed RNA fluorescent in situ hybridization with RNA-sequencing, guided by laser capture microdissection. This technique ensures tumor purity, unbiased whole transcriptome profiling, and explicitly quantifies intratumoral heterogeneity. Here we show mFISHseq has 93% accuracy compared to immunohistochemistry. Our consensus subtyping and risk groups mitigate single sample discordance, provide early and late prognostic information, and identify high risk patients with enriched immune signatures, which predict response to neoadjuvant immunotherapy in the multicenter, phase II, prospective I-SPY2 trial. We identify putative antibody-drug conjugate (ADC)-responsive patients, as evidenced by a 19-feature T-DM1 classifier, validated on I-SPY2. Deploying mFISHseq as a research-use only test on 48 patients demonstrates clinical feasibility, revealing insights into the efficacy of targeted therapies, like CDK4/6 inhibitors, immunotherapies, and ADCs.
- Published
- 2025
- Full Text
- View/download PDF
24. Operadoras de turismo bolivianas. Un análisis de capital humano, capacidad de innovación y competitividad empresarial
- Author
-
Ingrid Orlandini Gonzalez, Carla Patricia Pareja Daza, and Edith Rodríguez Cabezas
- Subjects
innovación ,competitividad empresarial ,capital humano ,turismo ,pls mee ,Recreation. Leisure ,GV1-1860 - Abstract
Este trabajo de investigación parte de la hipótesis de que existe una relación significativa entre el desarrollo del capital humano, la capacidad de innovación y la competitividad empresarial. Con este fin se ha propuesto medir la relación de tres variables respondiendo al interrogante: ¿Cuál es la influencia que tienen el capital humano y la capacidad de innovación para lograr la competitividad empresarial en las operadoras de turismo bolivianas? Para ello se han analizado 33 empresas operadoras de turismo en la ciudad de Sucre en Bolivia. El estudio es de enfoque cuantitativo, transversal y aplica modelos de ecuaciones estructurales basadas en el enfoque PLS (PLS-MEE). Los principales resultados evidencian una relación significativa entre las tres variables, la capacidad de innovación cumple un papel mediador siendo su efecto mayor sobre la competitividad empresarial en comparación al efecto del capital humano; lo que implica que las empresas, del sector estudiado, deben tomar mayor atención en el desarrollo de esta última variable.
- Published
- 2025
- Full Text
- View/download PDF
25. Actions to Improve the Secondary Prevention of Fragility Fractures in Women with Postmenopausal Osteoporosis: A Social Return on Investment (SROI) Study
- Author
-
Olmo-Montes FJ, Caeiro-Rey JR, Peris P, Pérez del Río V, Etxebarria-Foronda Í, Cancio-Trujillo JM, Pareja T, Jódar E, Naranjo A, Moro-Álvarez MJ, García-Goñi M, Vergés J, Maratia S, Campos Tapias I, Prades M, and Aceituno S
- Subjects
economic evaluation ,healthcare investment ,prevention measures ,healthcare outcomes ,fracture liaison services ,health-related quality of life ,Medicine (General) ,R5-920 ,Therapeutics. Pharmacology ,RM1-950 - Abstract
Francisco Jesús Olmo-Montes,1 José Ramón Caeiro-Rey,2 Pilar Peris,3 Verónica Pérez del Río,4,5 Íñigo Etxebarria-Foronda,6 José Manuel Cancio-Trujillo,7 Teresa Pareja,8 Esteban Jódar,9 Antonio Naranjo,10 María Jesús Moro-Álvarez,11 Manuel García-Goñi,12 Josep Vergés,13 Stefano Maratia,14 Ignasi Campos Tapias,15 Miriam Prades,16 Susana Aceituno16 1Internal Medicine Department, Hospital Universitario Virgen de la Macarena, Sevilla, Spain; 2Traumatology Department, Hospital Clínico Universitario de Santiago, Santiago de Compostela, Spain; 3Rheumatology Department, Hospital Clinic de Barcelona, Barcelona, Spain; 4Traumatology Department, Hospital San Juan de la Cruz, Úbeda, Spain; 5Medicine and Dermatology Department, Faculty of Medicine of Universidad de Málaga, Málaga, Spain; 6Traumatology Department, Hospital Alto Deba, Gipuzkoa, Spain; 7Geriatrics Department, Badalona Serveis Assistencials, Badalona, Spain; 8Geriatrics Department, Hospital Universitario de Guadalajara, Guadalajara, Spain; 9Endocrinology Department, Hospital Universitario Quirón de Madrid, Madrid, Spain; 10Rheumatology Department, Hospital Universitario de Gran Canaria Doctor Negrín, Las Palmas de Gran Canaria, Spain; 11Internal Medicine Department, Hospital Central Universitario Cruz Roja “San Jose y Santa Adela”, Madrid, Spain; 12Department of Applied & Structural Economics and History, Faculty of Economics and Business, Universidad Complutense de Madrid, Madrid, Spain; 13Asociación Española con la Osteoporosis y la Artrosis (AECOSAR), Madrid, Spain; 14UCB Pharma S.A., Madrid, Spain; 15Amgen S.A., Barcelona, Spain; 16Outcomes’ 10, S.L.U., Castellón de la Plana, SpainCorrespondence: Antonio Naranjo, Department of Rheumatology, Hospital Universitario de Gran Canaria Doctor Negrín, Barranco de la Ballena s/n, Las Palmas de Gran Canaria, 35011, Spain, Tel +34 928450600, Email anarher@gobiernodecanarias.orgPurpose: This study evaluates the Social Return on Investment (SROI) of implementing measures to prevent fragility fractures in postmenopausal women with osteoporosis (OP) in Spain.Methods: A group of 13 stakeholders identified necessary actions for improving refracture prevention and assessed the investment required from the Spanish National Health System (SNHS), considering direct, indirect, and intangible costs over a one-year period. Unitary costs were sourced from scientific literature and official data, and intangible costs were estimated through surveys on women’s willingness to pay for better health-related quality of life. The SROI ratio was calculated from both a social perspective (including all returns) and the SNHS perspective (including only direct and intangible costs). A sensitivity analysis evaluated the returns in worst- and best-case scenarios over three years.Results: Stakeholders agreed on four main actions: 1) establishing fracture liaison services; 2) harmonizing clinical practice guidelines and provide training for healthcare professionals (HCPs); 3) promoting HCPs’ adherence to fracture registries and 4) raising awareness of OP and fragility fractures. From the social perspective, implementing these actions would cost the SNHS € 4,375,663 but yield a social return of € 96,939,931 in the first year, resulting in a SROI ratio of € 22.15 per euro invested (€ 28.69, 23.14, 24.29, and 10.70 for the four actions, respectively). From the SNHS perspective, the return would be € 36,453,509 (€ 21,523,444 tangible), with a SROI of € 8.33 (€ 4.92 tangible) and for the four actions: € 9.99, 9.39, 8.45, and 3.79, respectively (€ 5.89, 5.54, 4.96 and 2.27 tangible). The investment would be lower than the return for all actions (3.49%, 4.32%, 4.12% and 9.34% of social perspective return, respectively) and scenarios.Conclusion: According to our SROI method, implementing different actions to improve secondary fracture prevention would achieve a considerable social benefit, which, in terms of direct, indirect, and intangible costs, would far outweigh the investment.Keywords: economic evaluation, healthcare investment, prevention measures, healthcare outcomes, fracture liaison services, health-related quality of life
- Published
- 2024
26. Towards Foundational Models for Molecular Learning on Large-Scale Multi-Task Datasets
- Author
-
Beaini, Dominique, Huang, Shenyang, Cunha, Joao Alex, Li, Zhiyi, Moisescu-Pareja, Gabriela, Dymov, Oleksandr, Maddrell-Mander, Samuel, McLean, Callum, Wenkel, Frederik, Müller, Luis, Mohamud, Jama Hussein, Parviz, Ali, Craig, Michael, Koziarski, Michał, Lu, Jiarui, Zhu, Zhaocheng, Gabellini, Cristian, Klaser, Kerstin, Dean, Josef, Wognum, Cas, Sypetkowski, Maciej, Rabusseau, Guillaume, Rabbany, Reihaneh, Tang, Jian, Morris, Christopher, Koutis, Ioannis, Ravanelli, Mirco, Wolf, Guy, Tossou, Prudencio, Mary, Hadrien, Bois, Therence, Fitzgibbon, Andrew, Banaszewski, Błażej, Martin, Chad, and Masters, Dominic
- Subjects
Computer Science - Machine Learning - Abstract
Recently, pre-trained foundation models have enabled significant advancements in multiple fields. In molecular machine learning, however, where datasets are often hand-curated, and hence typically small, the lack of datasets with labeled features, and codebases to manage those datasets, has hindered the development of foundation models. In this work, we present seven novel datasets categorized by size into three distinct categories: ToyMix, LargeMix and UltraLarge. These datasets push the boundaries in both the scale and the diversity of supervised labels for molecular learning. They cover nearly 100 million molecules and over 3000 sparsely defined tasks, totaling more than 13 billion individual labels of both quantum and biological nature. In comparison, our datasets contain 300 times more data points than the widely used OGB-LSC PCQM4Mv2 dataset, and 13 times more than the quantum-only QM1B dataset. In addition, to support the development of foundational models based on our proposed datasets, we present the Graphium graph machine learning library which simplifies the process of building and training molecular machine learning models for multi-task and multi-level molecular datasets. Finally, we present a range of baseline results as a starting point of multi-task and multi-level training on these datasets. Empirically, we observe that performance on low-resource biological datasets show improvement by also training on large amounts of quantum data. This indicates that there may be potential in multi-task and multi-level training of a foundation model and fine-tuning it to resource-constrained downstream tasks.
- Published
- 2023
27. Probabilistic Load Forecasting of Distribution Power Systems based on Empirical Copulas
- Author
-
Austnes, Pål Forr, García-Pareja, Celia, Nobile, Fabio, and Paolone, Mario
- Subjects
Electrical Engineering and Systems Science - Systems and Control - Abstract
Accurate and reliable electricity load forecasts are becoming increasingly important as the share of intermittent resources in the system increases. Distribution System Operators (DSOs) are called to accurately forecast their production and consumption to place optimal bids in the day-ahead market. Forecasts must account for the volatility of weather-parameters that impacts both the production and consumption of electricity. If DSO-loads are small or lower-granularity forecasts are needed, parametric statistical methods may fail to provide reliable performance since they rely on a priori statistical distributions of the variables to forecast. In this paper, we introduce a Probabilistic Load Forecast (PLF) method based on Empirical Copulas (ECs). The model is datadriven, does not need a priori assumption on parametric distribution for variables, nor the dependence structure (copula). It employs a kernel density estimate of the underlying distribution using beta kernels that have bounded support on the unit hypercube. The method naturally supports variables with widely different distributions, such as weather data (including forecasted ones) and historic electricity consumption, and produces a conditional probability distribution for every time step in the forecast, which allows inferring the quantiles of interest. The proposed non-parametric approach differs significantly from previous forecasting methods based on copulas, which typically uses copulas to model hierarchical dependence. The bandwidth of the beta kernel density estimators is optimized using Integrated Square Error (ISE). We present results from an open dataset and showcase the strength of the model with respect to Quantile Regression (QR) using standard probabilistic evaluation metrics., Comment: Submitted to Sustainable Energy, Grids and Networks (SEGAN), October 8, 2024
- Published
- 2023
28. El impacto de un programa de meditación Mindfulness sobre las estrategias de afrontamiento al estrés en estudiantes universitarios
- Author
-
Linda Flor Villa Ricapa, Jessenia Vasquez Artica, Jose Francisco Via y Rada Vittes, Edith Mariela Quispe Sanabria, Luis Alberto Poma Lagos, Hilario Romero Giron, Carla Giuliana Guanilo Pareja, Lidia Ysabel Pareja Pera, Carlos Enrique Guanilo Paredes, and Roberto Carlos Dávila-Morán
- Subjects
Atención plena ,manejo del estrés ,estudiantes de enfermería ,intervención psicológica ,bienestar emocional ,Sports ,GV557-1198.995 - Abstract
El estrés académico es una preocupación significativa entre los estudiantes universitarios, afectando su bienestar emocional y rendimiento académico. La meditación mindfulness (MM) ha emergido como una intervención prometedora para mejorar las estrategias de afrontamiento al estrés. Este estudio tiene como objetivo evaluar la efectividad de un programa de meditación mindfulness de 12 semanas en mejorar las estrategias de afrontamiento al estrés académico en estudiantes de enfermería. Se utilizó un diseño experimental aleatorizado con 86 estudiantes de enfermería, asignados al grupo experimental (n=43) y al grupo control (n=43). El grupo experimental participó en un programa de MM basado en el protocolo MBSR durante 12 semanas, con sesiones semanales de 60 minutos y prácticas individuales diarias. Se midieron los niveles de mindfulness y las estrategias de afrontamiento al estrés antes y después de la intervención utilizando la Escala MAAS y la Escala de Estrategias de Afrontamiento A-CEA. Se realizaron análisis estadísticos mediante pruebas t y correlaciones de Pearson. Los resultados mostraron un incremento significativo en los niveles de mindfulness en el grupo experimental (M pre = 3.20, M post = 4.50; t (42) = -15.34, p < .001, d = 2.34), en comparación con el grupo control, que no presentó cambios significativos (p = .27). Además, se observaron mejoras significativas en las dimensiones de reevaluación positiva y planificación (p < .05) en el grupo experimental, mientras que la búsqueda de apoyo social mostró una tendencia al aumento sin alcanzar significancia estadística (p = .051). Este estudio sugiere que un programa de meditación mindfulness de 12 semanas es efectivo para mejorar ciertas estrategias de afrontamiento al estrés académico, específicamente la reevaluación positiva y la planificación. Estos hallazgos respaldan la incorporación de intervenciones de mindfulness en el currículo académico para promover el bienestar emocional y la gestión del estrés entre estudiantes universitarios.
- Published
- 2024
- Full Text
- View/download PDF
29. El mindfulness y la calidad del sueño en estudiantes de una universidad privada de Lima Metropolitana (Mindfulness and sleep quality in students of a private university in Metropolitan Lima)
- Author
-
Liliana Ines Romero Nuñez, Roberto Carlos Dávila-Morán, Lidia Ysabel Pareja Pera, Carla Giuliana Guanilo Pareja, Carlos Enrique Guanilo Paredes, and Jaime Salazar Montenegro
- Subjects
Mindfulness, calidad del sueño, estudiantes universitarios, correlación, salud mental. ,Sports ,GV557-1198.995 - Abstract
Este estudio tuvo como objetivo establecer la relación entre mindfulness y la calidad del sueño en estudiantes de una universidad privada de Lima, Perú. Se utilizó un enfoque metodológico cuantitativo con un diseño no experimental y de nivel correlacional. La muestra estuvo compuesta por 133 estudiantes del sexto al octavo ciclo de la carrera de Educación Física. La salud de Sueño se evaluó mediante el Índice de Salud de Sueño de Pittsburgh y la atención plena se midió mediante el Cuestionario de Atención Plena de Cinco Facetas. Los resultados revelaron una correlación negativa, significativa y moderada entre la calidad del sudor y la atención plena, lo que sugiere que un mayor nivel de atención plena se asocia con una mejor calidad del sudor. En concreto, las dimensiones "actuar con conciencia", "ausencia de juicio" y "descripción" mostraron correlaciones negativas significativas con la calidad del sudor. Estos hallazgos indican que los estudiantes con puntuaciones más altas en estas dimensiones de mindfulness experimentan una mejor calidad de sudor. Se concluye que promover prácticas de mindfulness en el entorno universitario podría mejorar la calidad del año académico y el bienestar general de los estudiantes. Palabras clave: Mindfulness, calidad del sudor, estudiantes universitarios, correlación, salud mental. Abstract. This study aimed to establish the relationship between mindfulness and sleep quality in students from a private university in Lima, Peru. A quantitative methodological approach was used with a non-experimental design and a correlational level. The sample consisted of 133 students from sixth to eighth cycle of the Physical Education degree. Sleep quality was assessed using the Pittsburgh Sleep Quality Index, and mindfulness was measured with the Five Facet Mindfulness Questionnaire. The results revealed a negative, significant and moderate correlation between sleep quality and mindfulness, suggesting that a higher level of mindfulness is associated with better sleep quality. Specifically, the dimensions "acting with awareness", "absence of judgment" and "description" were found to show significant negative correlations with sleep quality. These findings indicate that students with higher scores in these mindfulness dimensions experience better sleep quality. It is concluded that promoting mindfulness practices in the university environment could improve the quality of sleep and the general well-being of students. Keywords: Mindfulness, sleep quality, college students, correlation, mental health.
- Published
- 2024
- Full Text
- View/download PDF
30. Changes in entire acute bronchiolitis seasons before, during, and after the COVID-19 pandemic in Spain
- Author
-
Juan Manuel Rius-Peris, María del Carmen Vicent Castelló, Marta Pareja León, Sara Pons Morales, Ana Amat Madramany, Jorge Pantoja-Martínez, Raquel Gil Piquer, Nuria Roda Martínez, Alicia Coret Sinisterra, Francisca Castillo Ochando, Francisco Javier Caballero Mora, María Teresa Moya Díaz-Pintado, J.M. Rius-Peris, A.I. Maraña Pérez, A. Valiente Armero, L. Guardia Nieto, J. Torrecilla Cañas, E.M. Cueto Calvo, C. Marcilla Vázquez, M. Pareja León, N. Roda Martínez, N. Molini Menchón, E. Felipe Almira, A. Párraga Cifuentes, J.M. Sequí-Canet, J.M. Olmos García, A. Martínez Bayo, P. Escrivá Tomás, S. Povo Martín, J. Pantoja-Martínez, F.J. Caballero Mora, L. García Maset, A. Coret Sinisterra, F. Castillo Ochando, M.J. Garrido Sánchez, A. Edo Tena, L. Vázquez Álvarez, L. Rabasco Álvarez, M.T. Moya Díaz-Pintado, I. Cardete Pascual, S. García Candel, A. Amat Madramany, M. Moreno López, S. Pons Morales, M.C. Vicent Castelló, A.M. Rivera Figueiras, A. Herrero Galiana, J. González de Dios, A. Domingo Pla, and R. Gil Piquer
- Subjects
Acute bronchiolitis ,Infant ,COVID-19 ,Epidemic season ,RSV ,Infectious and parasitic diseases ,RC109-216 ,Public aspects of medicine ,RA1-1270 - Abstract
Summary: Background: Paediatric acute bronchiolitis normally occurs from October to April in the temperate northern hemisphere, peaking in January. Nonpharmacological measures to control the spread of COVID-19 resulted in a decrease in the number of cases of bronchiolitis during the 2020–21 season. The discontinuation of these measures created an uncertain scenario. Aim: To describe the epidemiological evolution of acute bronchiolitis seasons and the changes in the demographics of the affected population before, during, and after the implementation of nonpharmacological interventions for COVID-19 in Spain. Methods: This was a multicentre and descriptive study. A total of 6,334 infants aged up to 12 months who were diagnosed with acute bronchiolitis were recruited from sixteen Spanish hospitals. We collected data from participants from September 1st, 2021, through August 31st, 2023, as part of the ECEALHBA research project. The study periods were before (P1), during (P2), and after (P3) the COVID-19 pandemic. Findings: In P2 and after the discontinuation of nonpharmacological interventions, an unexpected increase in the number of acute bronchiolitis cases was observed from June–August 2021, resulting in an out-of-season peak. A subsequent peak was observed in November 2021, earlier than expected for the 2021-22 season. In the 2022-23 season, admissions followed a historical trend, with a greater number of cases than in the two previous seasons. Statistically significant differences in the length of stay (p
- Published
- 2024
- Full Text
- View/download PDF
31. KIBRA repairs synaptic plasticity and promotes resilience to tauopathy-related memory loss
- Author
-
Kauwe, Grant, Pareja-Navarro, Kristeen A, Yao, Lei, Chen, Jackson H, Wong, Ivy, Saloner, Rowan, Cifuentes, Helen, Nana, Alissa L, Shah, Samah, Li, Yaqiao, Le, David, Spina, Salvatore, Grinberg, Lea T, Seeley, William W, Kramer, Joel H, Sacktor, Todd C, Schilling, Birgit, Gan, Li, Casaletto, Kaitlin B, and Tracy, Tara E
- Subjects
Biochemistry and Cell Biology ,Biological Sciences ,Acquired Cognitive Impairment ,Neurosciences ,Dementia ,Aging ,Neurodegenerative ,Alzheimer's Disease ,Alzheimer's Disease including Alzheimer's Disease Related Dementias (AD/ADRD) ,Brain Disorders ,2.1 Biological and endogenous factors ,Mental health ,Neurological ,Mice ,Animals ,Humans ,tau Proteins ,Resilience ,Psychological ,Tauopathies ,Brain ,Alzheimer Disease ,Memory Disorders ,Neuronal Plasticity ,Mice ,Transgenic ,Kidney ,Disease Models ,Animal ,Alzheimer disease ,Memory ,Neuroscience ,Synapses ,Medical and Health Sciences ,Immunology ,Biological sciences ,Biomedical and clinical sciences ,Health sciences - Abstract
Synaptic plasticity is obstructed by pathogenic tau in the brain, representing a key mechanism that underlies memory loss in Alzheimer's disease (AD) and related tauopathies. Here, we found that reduced levels of the memory-associated protein KIdney/BRAin (KIBRA) in the brain and increased KIBRA protein levels in cerebrospinal fluid are associated with cognitive impairment and pathological tau levels in disease. We next defined a mechanism for plasticity repair in vulnerable neurons using the C-terminus of the KIBRA protein (CT-KIBRA). We showed that CT-KIBRA restored plasticity and memory in transgenic mice expressing pathogenic human tau; however, CT-KIBRA did not alter tau levels or prevent tau-induced synapse loss. Instead, we found that CT-KIBRA stabilized the protein kinase Mζ (PKMζ) to maintain synaptic plasticity and memory despite tau-mediated pathogenesis. Thus, our results distinguished KIBRA both as a biomarker of synapse dysfunction and as the foundation for a synapse repair mechanism to reverse cognitive impairment in tauopathy.
- Published
- 2024
32. Modelos pedagógicos para la formación docente en el uso de la tecnología para la enseñanza del inglés: Revisión sistemática
- Author
-
Camacho Vásquez, Gonzalo, Díaz Pareja, Elena María, and Ortega Tudela, Juana María
- Published
- 2024
33. Alumnado de Escuelas de Segunda Oportunidad: nuevas vinculaciones, recuperando aprendizajes, reconectando itinerarios
- Author
-
Palomares Montero, Davinia, Merino Pareja, Rafael, Olmeda Rodríguez, Elsa, García Gracia, Maribel, and Córdoba Iñesta, Ana Isabel
- Published
- 2024
- Full Text
- View/download PDF
34. Multilevel Modelling in Economics: A Way to Test the Natural-Partner Hypothesis
- Author
-
Martínez-Martínez, Alejandra, Esteve-Pérez, Silviano, Gil-Pareja, Salvador, and Llorca-Vivero, Rafael
- Published
- 2024
- Full Text
- View/download PDF
35. Changes and correlates of household food insecurity during COVID-19: a repeated cross-sectional survey of low-income households in peri-urban Peru
- Author
-
Pradeilles, Rebecca, Eymard-Duvernay, Sabrina, Pareja, Rossina, Holdsworth, Michelle, Landais, Edwige, Creed-Kanashiro, Hilary M., and Rousham, Emily K.
- Published
- 2024
- Full Text
- View/download PDF
36. The biochemical pattern defines MASLD phenotypes linked to distinct histology and prognosis
- Author
-
Ampuero, Javier, Aller, Rocío, Gallego-Durán, Rocío, Crespo, Javier, Calleja, Jose Luis, García-Monzón, Carmelo, Gómez-Camarero, Judith, Caballería, Joan, Lo Iacono, Oreste, Ibañez, Luis, García-Samaniego, Javier, Albillos, Agustín, Francés, Rubén, Fernández-Rodríguez, Conrado, Maya-Miles, Douglas, Diago, Moisés, Poca, Maria, Andrade, Raúl J., Latorre, Raquel, Jorquera, Francisco, Morillas, Rosa María, Escudero, Desamparados, Hernández-Guerra, Manuel, Pareja-Megia, María Jesús, Banales, Jesús M., Aspichueta, Patricia, Benlloch, Salvador, Rosales, José Miguel, Turnes, Juan, and Romero-Gómez, Manuel
- Published
- 2024
- Full Text
- View/download PDF
37. What Factors Contribute to Effective Online Higher Education? A Meta-Review
- Author
-
van Dorresteijn, Chevy, Fajardo-Tovar, Dina, Pareja Roblin, Natalie, Cornelissen, Frank, Meij, Monique, Voogt, Joke, and Volman, Monique
- Published
- 2024
- Full Text
- View/download PDF
38. Innovation in surgical trauma care education: assessment of a Panamerican Trauma Society online surgical skills course hosted by the Spanish Surgical Association
- Author
-
Yánez Benítez, Carlos, Ottolino Lavarte, Pablo, Richard, Luis, Ivatury, Rao, Ferrada, Ricardo, Borráez, Oswaldo, Turegano, Fernando, Puyana, Juan Carlos, Aranda, José, Pareja, Felipe, Peralta, Rubén, and Rodríguez, Aurelio
- Published
- 2024
- Full Text
- View/download PDF
39. Extreme indices of temperature and precipitation in South America: trends and intercomparison of regional climate models
- Author
-
Lagos-Zúñiga, Miguel, Balmaceda-Huarte, Rocío, Regoto, Pedro, Torrez, Limbert, Olmo, Matías, Lyra, André, Pareja-Quispe, David, and Bettolli, María Laura
- Published
- 2024
- Full Text
- View/download PDF
40. TensorKrowch: Smooth integration of tensor networks in machine learning
- Author
-
Monturiol, José Ramón Pareja, Pérez-García, David, and Pozas-Kerstjens, Alejandro
- Subjects
Computer Science - Machine Learning ,Condensed Matter - Statistical Mechanics ,Condensed Matter - Strongly Correlated Electrons ,Quantum Physics - Abstract
Tensor networks are factorizations of high-dimensional tensors into networks of smaller tensors. They have applications in physics and mathematics, and recently have been proposed as promising machine learning architectures. To ease the integration of tensor networks in machine learning pipelines, we introduce TensorKrowch, an open source Python library built on top of PyTorch. Providing a user-friendly interface, TensorKrowch allows users to construct any tensor network, train it, and integrate it as a layer in more intricate deep learning models. In this paper, we describe the main functionality and basic usage of TensorKrowch, and provide technical details on its building blocks and the optimizations performed to achieve efficient operation., Comment: 20 pages, 2 figures. The TensorKrowch GitHub repository is in https://github.com/joserapa98/tensorkrowch and the TensorKrowch documentation is in https://joserapa98.github.io/tensorkrowch. V3: Accepted version, corrected acknowledgments
- Published
- 2023
- Full Text
- View/download PDF
41. A review study of the use of ChatGPT in EFL classes: systematic review
- Author
-
Gutai Gábor, Klímová Blanka, and Lora Antonio Pareja
- Subjects
chatgpt ,teaching english ,efl ,education ,Language and Literature - Abstract
This paper explores the rapidly growing impact of Artificial Intelligence (AI) in education, with a focus on its integration into teaching English as a Foreign Language (EFL). AI offers educators new opportunities to innovate and enhance the teaching process. This review aims to provide a thorough analysis of AI, specifically ChatGPT, in EFL classrooms, highlighting both the perspectives of teachers and learners. The study centers on university instructors who have incorporated ChatGPT into their daily English teaching practices. Research data was sourced from databases Scopus and Web of Science, with relevant studies selected based on predetermined criteria. Findings indicate that EFL teachers value ChatGPT for its ability to offer instant explanations, create supplementary teaching materials, and promote student engagement through interactive sessions. However, concerns persist regarding certain limitations of the chatbot, indicating the need for further refinements. The study emphasizes the importance of training and guiding educators in using AI tools effectively to minimize potential challenges. Lastly, it calls for more experimental research to further assess ChatGPT’s role and effectiveness in EFL teaching.
- Published
- 2024
- Full Text
- View/download PDF
42. Research in Latin America: Bases for the Foundation of a Training Program in Higher Education
- Author
-
Mauro Marino-Jiménez, Inés Liliana Ramírez-Durand, Antonio Pareja-Lora, and Augusto Cieza-Esteban
- Abstract
Research is a common feature in developed countries. Those who dedicate themselves to this activity produce important tools for individual, community, and national development. However, developing countries suffer the opposite situation. In these nations, little investment is devoted to research, and they lack dissemination mechanisms, while offering few possibilities of capitalizing on its benefits. For this reason, the present study carries out an analysis of the relevance of the research, an establishment of these proposal needs in the Latin American context, and the establishment of the bases for a systemic proposal based on a research training program. In that sense, this proposal takes into account the limited economic resources and the lack of investigative culture in the Latin American territory. It is accompanied by a prototype of the training program, based on good practices and lessons learned so far.
- Published
- 2024
- Full Text
- View/download PDF
43. Construction and Validation of Leading Inclusive Education in Compulsory Education Questionnaire (LIE-Q-Teaching Team)
- Author
-
M. Carmen López-López, M. José León-Guerrero, and Eva F. Hinojosa-Pareja
- Abstract
The objective of this work is to create, and validate, a questionnaire aimed at assessing those actions undertaken by school management teams to promote inclusion in compulsory education sector in Spain. It is based on the perspective of teaching teams (members of management teams and teachers). To determine the psychometric properties of the questionnaire a descriptive, exploratory factorial and confirmatory factorial analysis was performed. In the pilot phase of the instrument, 243 members of teaching teams participated. The results obtained confirm that it is a valid and reliable scale with a bifactorial structure. The first of these factors includes actions carried out by the management teams to energise inclusive culture in their schools and thus turn them into inclusive communities. The other set of actions includes interventions with the aim of improving the training of students and creating professional learning communities.
- Published
- 2024
- Full Text
- View/download PDF
44. School Management Teams in the Face of Inclusion: Teachers' Perspectives
- Author
-
María Carmen López-López, María Asunción Romero-López, and Eva Francisca Hinojosa-Pareja
- Abstract
This study analyses teachers' opinions concerning the actions taken by management teams in favor of policies which address inclusion in compulsory education schools in Granada (Spain). This is quantitative research in which the LIE-Q-Teaching Team has been used. Two hundred forty-three teachers participated in this study which involved a descriptive and inferential analysis. Results show that the actions promoting inclusion mainly relate to the management of teaching-learning processes and professional development. Results also reveal that there are significant differences based on the ownership of the school, its educational level and the socio-economic status of the area in which it is located.
- Published
- 2024
- Full Text
- View/download PDF
45. Teaching Strategies to Facilitate Social and Cognitive Processes in Online Learning Environments
- Author
-
Chevy van Dorresteijn, Monique Meij, Natalie Pareja Roblin, Frank Cornelissen, Joke Voogt, and Monique Volman
- Abstract
This study used the Community of Inquiry framework to examine how university instructors designed, facilitated, and supported social and cognitive processes in online courses, and how instructors and students experienced these processes. In early 2021, 25 online focus groups were organized with instructors (n = 52) and students (n = 44) from all faculties of a large Dutch university to discuss this. In terms of design, instructors restructured their courses (e.g. reduced group sizes to intensify interaction and implemented a flipped classroom approach) and communicated more explicitly about the course structure and expectations to better enable students to self-regulate their learning process. During the course, instructors orchestrated cognitive and social processes by facilitating discourse (e.g. breakout room activities and collaboration activities) and offering direct support (e.g. online progress monitoring and "being there" for students). The analysis illustrated how teaching presence plays a crucial role in fostering cognitive and social processes in online courses. This study contributes to a better understanding of the role of teaching presence in a community of inquiry, while providing insights that can inform the development of effective online teaching strategies.
- Published
- 2024
- Full Text
- View/download PDF
46. VE-cadherin in arachnoid and pia mater cells serves as a suitable landmark for in vivo imaging of CNS immune surveillance and inflammation.
- Author
-
Mapunda, Josephine, Pareja, Javier, Vladymyrov, Mykhailo, Bouillet, Elisa, Hélie, Pauline, Pleskač, Petr, Barcos, Sara, Andrae, Johanna, Vestweber, Dietmar, McDonald, Donald, Betsholtz, Christer, Deutsch, Urban, Proulx, Steven, and Engelhardt, Britta
- Subjects
Female ,Animals ,Mice ,Pia Mater ,Neuroinflammatory Diseases ,Central Nervous System ,Arachnoid ,Cadherins ,Inflammation ,Mice ,Transgenic - Abstract
Meninges cover the surface of the brain and spinal cord and contribute to protection and immune surveillance of the central nervous system (CNS). How the meningeal layers establish CNS compartments with different accessibility to immune cells and immune mediators is, however, not well understood. Here, using 2-photon imaging in female transgenic reporter mice, we describe VE-cadherin at intercellular junctions of arachnoid and pia mater cells that form the leptomeninges and border the subarachnoid space (SAS) filled with cerebrospinal fluid (CSF). VE-cadherin expression also marked a layer of Prox1+ cells located within the arachnoid beneath and separate from E-cadherin+ arachnoid barrier cells. In vivo imaging of the spinal cord and brain in female VE-cadherin-GFP reporter mice allowed for direct observation of accessibility of CSF derived tracers and T cells into the SAS bordered by the arachnoid and pia mater during health and neuroinflammation, and detection of volume changes of the SAS during CNS pathology. Together, the findings identified VE-cadherin as an informative landmark for in vivo imaging of the leptomeninges that can be used to visualize the borders of the SAS and thus potential barrier properties of the leptomeninges in controlling access of immune mediators and immune cells into the CNS during health and neuroinflammation.
- Published
- 2023
47. Unbiased likelihood estimation of Wright-Fisher diffusion processes
- Author
-
García-Pareja, Celia and Nobile, Fabio
- Subjects
Mathematics - Statistics Theory ,Quantitative Biology - Populations and Evolution ,60J60, 62M05, 65C30, 65C05 - Abstract
In this paper we propose a Monte Carlo maximum likelihood estimation strategy for discretely observed Wright-Fisher diffusions. Our approach provides an unbiased estimator of the likelihood function and is based on exact simulation techniques that are of special interest for diffusion processes defined on a bounded domain, where numerical methods typically fail to remain within the required boundaries. We start by building unbiased likelihood estimators for scalar diffusions and later present an extension to the multidimensional case. Consistency results of our proposed estimator are also presented and the performance of our method is illustrated through numerical examples., Comment: 16 pages. Expanded Numerical results
- Published
- 2023
48. El problema económico-social de la tierra en el espacio rural de la Araucanía: un análisis histórico (1910-1998)
- Author
-
Nicolas Pareja Arellano, Hernán Riquelme Brevis, and Eduardo Sandoval Obando
- Subjects
Tierra ,Araucanía ,Chile ,campesinos ,Mapuches ,Social sciences (General) ,H1-99 ,Anthropology ,GN1-890 - Abstract
El presente artículo tiene como objetivo comprender el problema de la tierra en la Araucanía a partir de su desarrollo histórico, considerando principalmente sus dimensiones socioeconómicas y sus consecuencias políticas. Para ello, se realiza un análisis en base a antecedentes bibliográficos, lo que permite trazar una trayectoria de diversos hitos que han marcado los caminos de la Araucanía hasta hoy. En este sentido, algunas de las características actuales de la región, como la pobreza, la desigualdad y el conflicto, se pueden analizar desde la mirada de las acciones y acontecimientos que ocurrieron en este período. Las principales conclusiones señalan que la ocupación y colonización de la Araucanía por parte del Estado chileno, dan lugar a una serie de problemas locales con respecto a la tierra que no se han resuelto, sino que han avanzado y se han extendido. Esto ha generado inestabilidad en el espacio rural de la región, por lo que los problemas sociales y económicos provocan nuevas crisis políticas. El problema de la tierra, muy ligado al subdesarrollo, en este período pasó de ser un problema económico-social, a un problema político permanente, una disputa por el territorio, en una lógica colonización y resistencia (descolonización).
- Published
- 2025
- Full Text
- View/download PDF
49. Estrategias de liderazgo inclusivo en los centros de Andalucía: percepción del profesorado
- Author
-
Elena María Díaz-Pareja, África Cámara-Estrella, and Beatriz Barrero-Fernández
- Subjects
liderazgo ,participación ,profesorado ,directores ,educación inclusiva ,Education ,Education (General) ,L7-991 - Abstract
Conseguir crear comunidades inclusivas es un proceso compartido en el que deben implicarse todos los agentes educativos, labor que debe ser impulsada desde un liderazgo inclusivo que fomente la participación y la adecuada respuesta a la diversidad. Por ello, en esta investigación nos centramos en analizar cómo percibe el profesorado de los centros andaluces la labor desarrollada por el equipo directivo en este ámbito. Se presentan los datos recogidos tras aplicar un cuestionario a 747 docentes para valorar el grado en el que el liderazgo ejercido por la dirección de los centros educativos favorece la inclusión. Se han realizado análisis descriptivos y análisis inferenciales, comprobándose que existen diferencias estadísticamente significativas. En general los docentes valoran positivamente las iniciativas para el fomento de la participación de todos y la comunicación con las familias, mientras que las prácticas que consideran que necesitan mejorar están relacionadas con las acciones emprendidas para colaborar con otros centros, con el mundo empresarial y con la participación de los miembros de la comunidad educativa en la evaluación de las labores de dirección. Podemos decir que la gestión de los líderes escolares está bien valorada por los equipos docentes, pero aún quedan retos por conseguir.
- Published
- 2025
- Full Text
- View/download PDF
50. Introduction
- Author
-
Poveda-Pareja, Esther, Marco-Lajara, Bartolomé, Úbeda-García, Mercedes, Manresa-Marhuenda, Encarnación, Robinson, Simon, Series Editor, Grigore, Georgiana, Series Editor, Stancu, Alin, Series Editor, Sörensson, Anna, Series Editor, Poveda-Pareja, Esther, editor, Marco-Lajara, Bartolomé, editor, Úbeda-García, Mercedes, editor, and Manresa-Marhuenda, Encarnación, editor
- Published
- 2024
- Full Text
- View/download PDF
Catalog
Discovery Service for Jio Institute Digital Library
For full access to our library's resources, please sign in.