• Burden of disease scenarios for 204 countries and territories, 2022–2050: a forecasting analysis for the Global Burden of Disease Study 2021 

      Stein Emil, Vollset; Ababneh, Hazim S; Abate, Yohannes Habtegiorgis; Abbafati, Cristiana; Abbasgholizadeh, Rouzbeh; ... more authors ( Elsevier , 2024 , Article)
      BackgroundFuture trends in disease burden and drivers of health are of great interest to policy makers and the public at large. This information can be used for policy and long-term health investment, planning, and ...
    • Forecasting the effects of smoking prevalence scenarios on years of life lost and life expectancy from 2022 to 2050: a systematic analysis for the Global Burden of Disease Study 2021 

      Dana, Bryazka; Reitsma, Marissa B; Abate, Yohannes Habtegiorgis; Abd Al Magied, Abdallah H A; Abdelkader, Atef; ... more authors ( Elsevier , 2024 , Article)
      BackgroundSmoking is the leading behavioural risk factor for mortality globally, accounting for more than 175 million deaths and nearly 4·30 billion years of life lost (YLLs) from 1990 to 2021. The pace of decline in smoking ...
    • Global burden and strength of evidence for 88 risk factors in 204 countries and 811 subnational locations, 1990–2021: a systematic analysis for the Global Burden of Disease Study 2021 

      Michael, Brauer; Roth, Gregory A; Aravkin, Aleksandr Y; Zheng, Peng; Abate, Kalkidan Hassen; ... more authors ( Elsevier Ltd. , 2024 , Article)
      Background: Understanding the health consequences associated with exposure to risk factors is necessary to inform public health policy and practice. To systematically quantify the contributions of risk factor exposures to ...
    • Global, regional, and national age-sex-specific burden of diarrhoeal diseases, their risk factors, and aetiologies, 1990–2021, for 204 countries and territories: a systematic analysis for the Global Burden of Disease Study 2021 

      Hmwe Hmwe, Kyu; Vongpradith, Avina; Dominguez, Regina-Mae Villanueva; Ma, Jianing; Albertson, Samuel B; ... more authors ( Elsevier , 2024 , Article)
      BackgroundDiarrhoeal diseases claim more than 1 million lives annually and are a leading cause of death in children younger than 5 years. Comprehensive global estimates of the diarrhoeal disease burden for specific age ...
    • Global, regional, and national burden of disorders affecting the nervous system, 1990–2021: a systematic analysis for the Global Burden of Disease Study 2021 

      Jaimie D, Steinmetz; Seeher, Katrin Maria; Schiess, Nicoline; Nichols, Emma; Cao, Bochen; ... more authors ( Elsevier , 2024 , Article)
      Background Disorders affecting the nervous system are diverse and include neurodevelopmental disorders, late-life neurodegeneration, and newly emergent conditions, such as cognitive impairment following COVID-19. Previous ...
    • Global, regional, and national burden of HIV/AIDS, 1990–2021, and forecasts to 2050, for 204 countries and territories: the Global Burden of Disease Study 2021 

      Austin, Carter; Zhang, Meixin; Tram, Khai Hoan; Walters, Magdalene K; Jahagirdar, Deepa; ... more authors ( Elsevier , 2024 , Article)
      BackgroundAs set out in Sustainable Development Goal 3.3, the target date for ending the HIV epidemic as a public health threat is 2030. Therefore, there is a crucial need to evaluate current epidemiological trends and ...
    • Global, regional, and national burden of upper respiratory infections and otitis media, 1990–2021: a systematic analysis from the Global Burden of Disease Study 2021 

      Sirota, Sarah Brooke; Doxey, Matthew C; Dominguez, Regina-Mae Villanueva; Bender, Rose Grace; Vongpradith, Avina; ... more authors ( Elsevier Ltd. , 2024 , Article)
      Background: Upper respiratory infections (URIs) are the leading cause of acute disease incidence worldwide and contribute to a substantial health-care burden. Although acute otitis media is a common complication of URIs, ...
    • Global, regional, and national prevalence of adult overweight and obesity, 1990–2021, with forecasts to 2050: a forecasting study for the Global Burden of Disease Study 2021 

      Marie, Ng; Gakidou, Emmanuela; Lo, Justin; Abate, Yohannes Habtegiorgis; Abbafati, Cristiana; ... more authors ( Elsevier , 2025 , Article)
      BackgroundOverweight and obesity is a global epidemic. Forecasting future trajectories of the epidemic is crucial for providing an evidence base for policy change. In this study, we examine the historical trends of the ...
    • Simultaneous instance pooling and bag representation selection approach for multiple-instance learning (MIL) using vision transformer 

      Waqas, Muhammad; Tahir, Muhammad Atif; Author, Muhammad Danish; Al-Maadeed, Sumaya; Bouridane, Ahmed; ... more authors ( Springer Science and Business Media Deutschland GmbH , 2024 , Article)
      In multiple-instance learning (MIL), the existing bag encoding and attention-based pooling approaches assume that the instances in the bag have no relationship among them. This assumption is unsuited, as the instances in ...