Clinical phenotypes and short-term outcomes based on prehospital point-of-care testing and on-scene vital signs

Authors: Raúl López-Izquierdo, Carlos del Pozo Vegas, Ancor Sanz-García, Agustín Mayo Íscar, Miguel A. Castro Villamor, Eduardo Silva Alvarado, Santos Gracia Villar, Luis Alonso Dzul López, Silvia Aparicio Obregón, Rubén Calderon Iglesias, Joan B. Soriano, Francisco Martín-Rodríguez

Source: npj Digital Medicine, Vol 7, Iss 1, Pp 1-8 (2024)

Subject Terms: Computer applications to medicine. Medical informatics, R858-859.7

File Description: electronic resource

Relation: https://doaj.org/toc/2398-6352

Access URL: https://doaj.org/article/8a5c069b3a174edf884080c586a17a14

Prediction of leukemia peptides using convolutional neural network and protein compositions

Authors: Seher Ansar Khawaja, Muhammad Shoaib Farooq, Kashif Ishaq, Najah Alsubaie, Hanen Karamti, Elizabeth Caro Montero, Eduardo Silva Alvarado, Imran Ashraf

Source: BMC Cancer, Vol 24, Iss 1, Pp 1-16 (2024)

Subject Terms: Leukemia detection, Protein sequences, Deep learning, Convolutional neural network, Neoplasms. Tumors. Oncology. Including cancer and carcinogens, RC254-282

File Description: electronic resource

Relation: https://doaj.org/toc/1471-2407

Access URL: https://doaj.org/article/dd7e7216fcbe4725998621cfb59cd091

Novel prehospital lactate cut-off estimation for mortality: a multicentre observational study

Authors: Ancor Sanz-García, Carlos del Pozo Vegas, Daniel Zalama-Sánchez, Raúl López-Izquierdo, Francisco Martín-Rodríguez, Pedro Ángel de Santos Castro, Eduardo Silva Alvarado, Santos Gracia Villar, Luis Alonso Dzul López, Silvia Aparicio Obregón, Rubén Calderon Iglesias

Source: BMJ Open, Vol 14, Iss 12 (2024)

Subject Terms: Medicine

File Description: electronic resource

Relation: https://bmjopen.bmj.com/content/14/12/e091789.full; https://doaj.org/toc/2044-6055

Access URL: https://doaj.org/article/74d106bfc9584dd88633f5c5ed95433e

Evolving epidemiology, clinical features, and genotyping of dengue outbreaks in Bangladesh, 2000–2024: a systematic review

Authors: Nadim Sharif, Rubayet Rayhan Opu, Tama Saha, Abdullah Ibna Masud, Jannatin Naim, Khalaf F. Alsharif, Khalid J. Alzahrani, Eduardo Silva Alvarado, Irene Delgado Noya, Isabel De la Torre Díez, Shuvra Kanti Dey

Source: Frontiers in Microbiology, Vol 15 (2024)

Subject Terms: dengue, outbreak, epidemiology, seasonality, Bangladesh, Microbiology, QR1-502

File Description: electronic resource

Relation: https://www.frontiersin.org/articles/10.3389/fmicb.2024.1481418/full; https://doaj.org/toc/1664-302X

Access URL: https://doaj.org/article/d1877392c1ba476a9a54ca241042ce92

Efficient deep learning-based approach for malaria detection using red blood cell smears

Authors: Muhammad Mujahid, Furqan Rustam, Rahman Shafique, Elizabeth Caro Montero, Eduardo Silva Alvarado, Isabel de la Torre Diez, Imran Ashraf

Source: Scientific Reports, Vol 14, Iss 1, Pp 1-16 (2024)

Subject Terms: Malaria detection, EfficientNet, Transfer learning, Disease detection, Medicine, Science

File Description: electronic resource

Relation: https://doaj.org/toc/2045-2322

Access URL: https://doaj.org/article/d3bb4cf82c844575a76542d2d0ef0f87

Data oversampling and imbalanced datasets: an investigation of performance for machine learning and feature engineering

Authors: Muhammad Mujahid, EROL Kına, Furqan Rustam, Monica Gracia Villar, Eduardo Silva Alvarado, Isabel De La Torre Diez, Imran Ashraf

Source: Journal of Big Data, Vol 11, Iss 1, Pp 1-32 (2024)

Subject Terms: Machine learning, Bag of words, Oversampling techniques, SMOTE, K-Means SMOTE, Computer engineering. Computer hardware, TK7885-7895, Information technology, T58.5-58.64, Electronic computers. Computer science, QA75.5-76.95

File Description: electronic resource

Relation: https://doaj.org/toc/2196-1115

Access URL: https://doaj.org/article/ebc193eee4c148639cb2c008dd48baf6

An improved deep convolutional neural network-based YouTube video classification using textual features

Authors: Ali Raza, Faizan Younas, Hafeez Ur Rehman Siddiqui, Furqan Rustam, Monica Gracia Villar, Eduardo Silva Alvarado, Imran Ashraf

Source: Heliyon, Vol 10, Iss 16, Pp e35812- (2024)

Subject Terms: YouTube video categorization, Convolutional neural network, Text categorization, Text features, Science (General), Q1-390, Social sciences (General), H1-99

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S2405844024118439; https://doaj.org/toc/2405-8440

Access URL: https://doaj.org/article/ebe1573cedac46cc9bd5e7ec64608c40

Securing Smart Contracts in Fog Computing: Machine Learning-Based Attack Detection for Registration and Resource Access Granting

Authors: Tahmina Ehsan, Muhammad Usman Sana, Muhammad Usman Ali, Elizabeth Caro Montero, Eduardo Silva Alvarado, Sirojiddin Djuraev, Imran Ashraf

Source: IEEE Access, Vol 12, Pp 42802-42815 (2024)

Subject Terms: Smart contracts fog computing, machine learning, cyber security, cyber attacks, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

File Description: electronic resource

Relation: https://ieeexplore.ieee.org/document/10474383/; https://doaj.org/toc/2169-3536

Access URL: https://doaj.org/article/7c281a8b4a1d46708433e11db9039bd2

The Interplay of Lean Six Sigma, Industry 4.0, and Dynamic Capabilities: Pathways to Sustainable Competitive Advantage in North African Context

Authors: Hanane Rifqi, Isabel de la Torre Diez, Elizabeth Caro Montero, Eduardo Silva Alvarado

Source: IEEE Access, Vol 12, Pp 67641-67664 (2024)

Subject Terms: Lean six sigma (LSS), Industry 4.0 (I4.0), dynamic capabilities (DC), sustainable competitive advantage (SCA), explanatory sequence model, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

File Description: electronic resource

Relation: https://ieeexplore.ieee.org/document/10529245/; https://doaj.org/toc/2169-3536

Access URL: https://doaj.org/article/301bd12a26b549bc91b3af400ab6191c

Enhancing Early Detection of Diabetic Retinopathy Through the Integration of Deep Learning Models and Explainable Artificial Intelligence

Authors: Kazi Ahnaf Alavee, Mehedi Hasan, Abu Hasnayen Zillanee, Moin Mostakim, Jia Uddin, Eduardo Silva Alvarado, Isabel de la Torre Diez, Imran Ashraf, Md Abdus Samad

Source: IEEE Access, Vol 12, Pp 73950-73969 (2024)

Subject Terms: Diabetic retinopathy, transfer learning, CNN, Xception, inception, Grad-CAM, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

File Description: electronic resource

Relation: https://ieeexplore.ieee.org/document/10539012/; https://doaj.org/toc/2169-3536

Access URL: https://doaj.org/article/4724fe80282d4635b1c8cd53eb1a236f

A Review of Approaches for Rapid Data Clustering: Challenges, Opportunities, and Future Directions

Authors: Mahnoor, Imran Shafi, Mahnoor Chaudhry, Elizabeth Caro Montero, Eduardo Silva Alvarado, Isabel de la Torre Diez, Md Abdus Samad, Imran Ashraf

Source: IEEE Access, Vol 12, Pp 138086-138120 (2024)

Subject Terms: Clustering technique, hierarchical partition, clustering applications, data mining, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

File Description: electronic resource

Relation: https://ieeexplore.ieee.org/document/10681061/; https://doaj.org/toc/2169-3536

Access URL: https://doaj.org/article/00e813ce82604f7fb8eaf533769628c6

Correction: Prediction of leukemia peptides using convolutional neural network and protein compositions

Authors: Seher Ansar Khawaja, Muhammad Shoaib Farooq, Kashif Ishaq, Najah Alsubaie, Hanen Karamti, Elizabeth Caro Montero, Eduardo Silva Alvarado, Imran Ashraf

Source: BMC Cancer, Vol 24, Iss 1, Pp 1-1 (2024)

Subject Terms: Neoplasms. Tumors. Oncology. Including cancer and carcinogens, RC254-282

File Description: electronic resource

Relation: https://doaj.org/toc/1471-2407

Access URL: https://doaj.org/article/6890809d822b409ebf69296edc70be11

A deep learning approach for Named Entity Recognition in Urdu language.

Authors: Rimsha Anam, Muhammad Waqas Anwar, Muhammad Hasan Jamal, Usama Ijaz Bajwa, Isabel de la Torre Diez, Eduardo Silva Alvarado, Emmanuel Soriano Flores, Imran Ashraf

Source: PLoS ONE, Vol 19, Iss 3, p e0300725 (2024)

Subject Terms: Medicine, Science

File Description: electronic resource

Relation: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0300725&type=printable; https://doaj.org/toc/1932-6203

Access URL: https://doaj.org/article/185b1ab717184d0b9ba60061ccfd02d2

Deep transfer learning-based bird species classification using mel spectrogram images

Authors: Mrinal Kanti Baowaly, Bisnu Chandra Sarkar, Md. Abul Ala Walid, Md. Martuza Ahamad, Bikash Chandra Singh, Eduardo Silva Alvarado, Imran Ashraf, Md. Abdus Samad

Source: PLoS ONE, Vol 19, Iss 8 (2024)

Subject Terms: Medicine, Science

File Description: electronic resource

Relation: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11318847/?tool=EBI; https://doaj.org/toc/1932-6203

Access URL: https://doaj.org/article/c14c3c02ce28498190c58dd9552f4ded

Feature Optimization and Machine Learning for Predicting Students' Academic Performance in Higher Education Institutions

Authors: Aom Perkash, Qaisar Shaheen, Robina Saleem, Furqan Rustam, Monica Gracia Villar, Eduardo Silva Alvarado, Isabel de la Torre Diez, Imran Ashraf (ORCID 0000-0002-8271-6496)

Source: Education and Information Technologies. 2024 29(16):21169-21193.

Peer Reviewed: Y

Page Count: 25

Descriptors: Academic Achievement, Colleges, Artificial Intelligence, Predictor Variables, Flipped Classroom, Video Technology, Interaction, College Students, Student Behavior, Learning Processes, Learning Analytics, Data, Data Analysis, Information Systems, Student Records

Development Agencies and Local Governments—Coexistence within the Same Territory

Authors: Mirtha Silvana Garat de Marin, Emmanuel Soriano Flores, Carmen Lili Rodríguez Velasco, Eduardo Silva Alvarado, Ruben Calderon Iglesias, Roberto Marcelo Álvarez, Santos Gracia Villar

Source: Social Sciences, Vol 11, Iss 9, p 398 (2022)

Subject Terms: local agency, development, government, Social Sciences

File Description: electronic resource

Relation: https://www.mdpi.com/2076-0760/11/9/398; https://doaj.org/toc/2076-0760

Access URL: https://doaj.org/article/8280dc95d47841ca9552951202a6ca79