Manuel de Jesus Encarnacion Ramirez, Jeff Natalaja Mukengeshay, Gennady Chumtin, Renat Nurmukhametov, Matias Baldoncini, Jesus Lafuente, Andreina Rosario Rosario, Siddarth Kannan, Aderehime Haidara, Issael Ramirez, Ismail Bozkurt, Ignatius Esene, Stanislav Kaprovoy, Nikolay Konovalov, Kazadi Kelvin Kalangu, Gerald Musa, Michael T Lawton, Vishal K Chavda, Eric Suero Molina, Nicola Montemurro
The importance of social networks in neurosurgery training in low/middle income countries
Frontiers in surgery
antimicrobial resistance amr escalated pandemic levels posing significant global health threat study examines patterns trends amr bloodstream infections bsis across india aiming inform better surveillance intervention strategies sixyear data 21 tertiary care centers indian council medical researchs amr surveillance network iamrsn retrospectively analyzed estimate clusterrobust trends resistance timeseries analysis used discern leadlag relationships antibiotic pairs directional influence resistance community hospitalacquired bsiscaha bsis datadriven bayesian network ensemble averaged 301 bootstrap samples modelled uncover systemic associations amr sustainable development goals sdgs findings indicate significant p 0001 monthly increases imipenem meropenem resistance klebsiella e coli acinetobacter bsis importantly carbapenem resistance habsis preceded cabsis klebsiella acinetobacter p 005 national level cefotaxime resistance emerged potential early indicator emerging carbapenem resistance proposing novel surveillance marker klebsiella bsis states higher achievement sdg3 goals showed lower imipenem resistance modelbased amr scorecard introduced focused interventions continuous monitoring identified spatiotemporal trends drug resistance associations offer critical insights amr surveillance aligning glass standardsthe escalation carbapenem resistance bsis demands vigilant monitoring may crucial achieving sdgs 2030 implementing proposed framework datadriven evidence help nations achieve proactive amr surveillance specific funding received analysis