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Personalized recommendation system to handle skin cancer at early stage based on hybrid model.
Network
January 2025
Computer Science and Engineering, Vels Institute of Science, Technology & Advanced Studies (VISTAS), Chennai, India.
Skin cancer is one of the most prevalent and harmful forms of cancer, with early detection being crucial for successful treatment outcomes. However, current skin cancer detection methods often suffer from limitations such as reliance on manual inspection by clinicians, inconsistency in diagnostic accuracy, and a lack of personalized recommendations based on patient-specific data. In our work, we presented a Personalized Recommendation System to handle Skin Cancer at an early stage based on Hybrid Model (PRSSCHM).
View Article and Find Full Text PDFEvaluating the feasibility, sensitivity, and specificity of next-generation molecular methods for pleural infection diagnosis.
Microbiol Spectr
January 2025
Sunshine Coast Health Institute, Birtinya, Queensland, Australia.
Pleural infections are common and associated with substantial healthcare costs, morbidity, and mortality. Accurate diagnosis remains challenging due to low culture positivity rates, frequent polymicrobial involvement, and non-specific diagnostic biomarkers. Here, we undertook a prospective study examining the feasibility and performance of molecular methods for diagnosing suspected pleural infection.
View Article and Find Full Text PDFPlasma Proteomic Signature as a Predictor of Age Advancement in People Living With HIV.
Aging Cell
January 2025
Department of Internal Medicine and Radboud Center of Infectious Diseases, Radboudumc, Radboud University, Nijmegen, The Netherlands.
Due to the increased burden of non-AIDS-related comorbidities in people living with HIV (PLHIV), identifying biomarkers and mechanisms underlying premature aging and the risk of developing age-related comorbidities is a priority. Evidence suggests that the plasma proteome is an accurate source for measuring biological age and predicting age-related clinical outcomes. To investigate whether PLHIV on antiretroviral therapy (ART) exhibit a premature aging phenotype, we profiled the plasma proteome of two independent cohorts of virally suppressed PLHIV (200HIV and 2000HIV) and one cohort of people without HIV (200FG) using O-link technology.
View Article and Find Full Text PDFCurrent landscape and future prospects of interleukin-2 receptor (IL-2R) agonists in cancer immunotherapy.
Oncoimmunology
December 2025
Earle A. Chiles Research Institute, Providence Cancer Institute, Portland, OR, USA.
Immune checkpoint blockade (ICB) has significantly improved the survival for many patients with advanced malignancy. However, fewer than 50% of patients benefit from ICB, highlighting the need for more effective immunotherapy options. High-dose interleukin-2 (HD IL-2) immunotherapy, which is approved for patients with metastatic melanoma and renal cell carcinoma, stimulates CD8 T cells and NK cells and can generate durable responses in a subset of patients.
View Article and Find Full Text PDFPrivate equity renewable energy investments in India.
Heliyon
January 2025
School of Photovoltaic and Renewable Energy Engineering, University of New South Wales, Sydney, NSW, 2052, Australia.
India is anticipated to grow its total energy consumption and CO emissions by more than any other country over the next two decades. India will have to attract around $400 billion in financing to realize its 500 GW target of renewable energy by 2030. Given complex renewable energy sector risks, rapidly scaling-up risk-friendly private equity financing will be critical to achieve India's target.
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