Background: Artificial intelligence (AI) is an advanced computer technology used in the medical field to elude the errors and enhance effectiveness and efficiency, especially in clinical work. Developing countries can utilize the same models to improve their health care system as the industrialized world. Globally medicine is evolving to the era of "Artificial intelligence", medical education must include these modern technologies and competencies to reform. We intended to determine the attitude of the medical students towards the introduction of AI in Undergraduate Medical Education in District Peshawar. Methods: This cross-sectional descriptive study was carried out among 384 students of two medical colleges in Peshawar, utilizing a convenient sampling technique for data collection. A self-administered questionnaire, with 5 points Likert scale was used to collect data. Data was analyzed through SPSS version (22.2). Results: Majority of the students 61.7% had no previous knowledge of AI. Mean scores for AIs perceived usefulness in Radiology, replacement with human Radiologist, anticipated dominance in clinical practice, willingness for introduction in medical education, excitement to adopt, perceived as a burden, practicability were 1.89, 2.83, 2.76, 2.35, 2.13, 3.18, 2.39 respectively. Conclusion: The positive attitude was seen among medical students regarding the inclusion of Artificial intelligence in undergraduate medical education.

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This paper presents single-phase shell side heat transfer performance of a vertically oriented shell and tube bundle. Steady-state single-phase experiments were conducted to determine the shell side Nusselt number with water and water/glycol solution as working fluids for both counter and parallel flow configurations. Experiments were carried out for Reynolds number varying from 3000 to 15,000 with Prandtl number ranging from 10 to 20. Counter flow configuration showed slightly better performance. Nusselt number correlations are presented for both configurations using a modified Wilson plot method. Comparison of results with previous studies and commercial software are presented. Thermal performance for all flow rate conditions showed close comparison to the results from a reputable commercial software. The correlation was further validated by comparing results for 30 different cases to calculations from 2 widely used commercial softwares. Comparison showed that the correlation can be used for the design of single-phase single segmental shell and tube heat exchangers.

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