Publications by authors named "Prashant Neupane"
Article Synopsis
- The study examines how patient ethnicity, socio-economic status, and pre-existing health conditions affect the length of hospital stay (LOS) after anterior cervical decompression and fusion (ACDF) procedures.
- Significant factors influencing LOS include sex, socio-economic deprivation, smoking status, diabetes, and chronic obstructive pulmonary disease (COPD), with Asian patients experiencing longer stays.
- An XGBoost machine learning model was developed, achieving over 80% accuracy in predicting LOS, but further updates are necessary to incorporate additional factors for better decision-making in healthcare.
Oxidative phosphorylation is carried out by five complexes, which are the sites for electron transport and ATP synthesis. Among those, Complex V (also known as the F1F0 ATP Synthase or ATPase) is responsible for the generation of ATP through phosphorylation of ADP by using electrochemical energy generated by proton gradient across the inner membrane of mitochondria. A multi subunit structure that works like a pump functions along the proton gradient across the membranes which not only results in ATP synthesis and breakdown, but also facilitates electron transport.
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