Knowledge, attitude, and practice of artificial intelligence among doctors and medical students in Pakistan: A cross-sectional online survey.

Background: The use of Artificial intelligence (AI) has gained popularity during the last few decades and its use in medicine is increasing globally. Developing countries like Pakistan are lagging in the implementation of AI-based solutions in healthcare. There is a need to incorporate AI in the health system which may help not only in expediting diagnosis and management but also injudicious resource allocation. Objective: To determine the knowledge, attitude, and practice of AI among doctors and medical students in Pakistan. Materials and methods: We conducted a cross-sectional study using an online questionnaire-based survey regarding demographic details, knowledge, perception, and practice of AI. A sample of 470 individuals including doctors and medical students were selected using the convenient sampling technique. The chi-square test was applied for the comparison of variables. Results: Out of 470 individuals, 223(47.45%) were doctors and 247(52.55%) were medical students. Among these, 165(74%) doctors and 170(68.8%) medical students had a basic knowledge of AI but only 61(27.3%) doctors and 48(19.4%) students were aware of its medical applications. Regarding attitude, 237(76.7%) individuals supported AI's inclusion in curriculum, 368(78.3%) and 305(64.9%), 281(59.8%) and 269(57.2%) acknowledged its necessity in radiology, pathology, and COVID-19 pandemic respectively. Conclusion: The majority of doctors and medical students lack knowledge about AI and its applications, but had a positive view of AI in the field of medicine and were willing to adopt it.

Bilateral basal ganglia ischemia associated with COVID-19: a case report and review of the literature.

BACKGROUND: Coronavirus disease 2019, caused by the severe acute respiratory syndrome coronavirus 2, has a broad clinical spectrum, from asymptomatic to multi-organ dysfunction. Acute cerebrovascular events associated with coronavirus disease 2019 are mainly due to the severe acute respiratory syndrome coronavirus 2-induced prothrombotic state. Bilateral basal ganglia ischemia is rarely reported. CASE PRESENTATION: We report the case of a 64-year-old Asian (Pakistani) gentleman who presented initially with fever, cough, and shortness of breath, likely due to respiratory involvement by severe acute respiratory syndrome coronavirus 2. Later, he developed bilateral lower limb pain, followed by confusion and decreased level of consciousness. Accentuated large hypodense opacities were seen in the left and right basal ganglia, with mass effects on the left frontal horn. CONCLUSION: This case demonstrates the importance of neuroimaging in the effective management of patients with neurological signs associated with coronavirus disease 2019.

The radiological presentation of Rasmussen aneurysm secondary to pulmonary tuberculosis and COVID-19: A case report.

Rasmussen aneurysm is rare diagnosis occurring in patients with long-standing tuberculosis. TB-COVID-19 co-infection in the context of Rasmussen aneurysm is a rare occurrence, yet new cases are emerging. An elderly male was recently diagnosed with TB-COVID-19 co-infection and presented with sudden onset massive hemoptysis. The patient was diagnosed with Rasmussen aneurysm after being evaluated by computed tomography pulmonary angiogram due to a suggestive clinical presentation. Interventional radiologists planned for embolization of pulmonary artery, with an unidentifiable source. It was suspected that the patient's source of bleeding was hampered due to local tamponade effect or thrombosis of the aneurysm. The patient remained stable after 24 hours on computed tomography pulmonary angiogram. Our case emphasizes the importance of Rasmussen aneurysm as a differential diagnosis when presented with a TB-COVID-19 co-infection and sudden onset of hemoptysis symptomatically and radiologically. The timely diagnosis and management are key to improve mortality.