Results 201 to 210 of about 117,718 (241)

Enhancing Classification Performance on Imbalanced Datasets Through Complexity‐Guided Oversampling With SMOTE

Expert Systems, Volume 43, Issue 8, August 2026.
ABSTRACT Improving classification performance on imbalanced datasets remains a challenging problem in machine learning. Synthetic oversampling techniques such as SMOTE are widely used to address class imbalance; however, their random interpolation strategy often ignores structural data properties, which may affect classifier generalisation.
Jose L. Morillo‐Salas, Veronica Bolón‐Canedo, Laura Morán‐Fernández, Amparo Alonso‐Betanzos   +3 more
wiley   +1 more source

[Patient-centered clinical ultrasound: Reflections prompted by a recent article]. [PDF]

Aten Primaria
Carbajo Martín L, Párraga-Martínez I, Beltrán Romero LM, Bernabeu Wittel M, Grupo de Investigación AGS Norte de Huelva. Hospital de Riotinto.   +4 more
europepmc   +1 more source

Modeled Scenario Projections for the Ebola Disease Outbreak Caused by Bundibugyo Virus, 2026. [PDF]

MMWR Morb Mortal Wkly Rep
Mooring EQ, Koval WT, Routledge I, Holmdahl I, Hudson K, España G, Kahn R, Bruce BB.   +7 more
europepmc   +1 more source

[The chalice, the harp, and primary healthcare]. [PDF]

Aten Primaria
Riera Armengol L, Gibert Montero B, Torrell Vallespín G.   +2 more
europepmc   +1 more source

[Comunicaciones LXI Reunión Anual de la SENFC Granada, 29 a 31 de Octubre de 2025]. [PDF]

Rev Neurol
europepmc   +1 more source

[Impact of the Healthcare Triad Model on Primary Care accessibility: a quasi-experimental before-and-after study]. [PDF]

Aten Primaria
Cañas Tornero F, Monge García MI, González Soria L, Rabadán Asencio A.   +3 more
europepmc   +1 more source

Differential distribution of antiviral serology across multiple sclerosis phenotypes and its implications for disease pathogenesis. [PDF]

Sci Rep
Dominguez-Mozo MI, Ruberto S, Rodríguez-García C, Villar LM, Costa-Frossard L, Villarrubia N, Aladro Y, Casanova-Peño I, Martínez-Ginés ML, García-Domínguez JM, Ortega-Madueño I, Alonso-Garrido A, Pérez de Villar G, Garcia-Martinez MA, Arroyo R, Alvarez-Lafuente R.   +15 more
europepmc   +1 more source

[Medical students' perspectives on longitudinal tutoring in Primary Care]. [PDF]

Aten Primaria
Cánovas Zaldúa Y, Alòs F, Güell Parnau S, Gayarre Aguado R.   +3 more
europepmc   +1 more source

[FASEa-C Project: Pharmacists Joining the Team in Chronic Care Monitoring]. [PDF]

Aten Primaria
Méndez Esteban MI, Araujo Bueno ML, Gasca Salas D, Soriano Fuentes S, Tineo Justicia S, González Monedero F.   +5 more
europepmc   +1 more source

[Planetary health: The inescapable role of family medicine]. [PDF]

Aten Primaria
Galindo Ortega G, Del Campo Giménez M, Gutiérrez Muñoz B, Navarro Beltrá M, Almécija Pérez MC.   +4 more
europepmc   +1 more source