Open Access. Powered by Scholars. Published by Universities.®
- Keyword
-
- Immunochromatography (2)
- Innovation (2)
- Simulation training (2)
- Affordable (1)
- Artificial intelligence (1)
-
- Assessment (1)
- Blood (1)
- Continuing education (1)
- Cost (1)
- History (1)
- Human influenza (1)
- LytA gene (1)
- Machine learning (1)
- Medical education (1)
- Medicine (1)
- Naïve Bayesian (1)
- Random forest (1)
- Real-time polymerase chain reaction (1)
- Real‑time polymerase chain reaction (1)
- S. pneumoniae (1)
- Saphenofemoral junction disconnection (1)
- Serotyping (1)
- Stunting (1)
- Surgery (1)
- Surgical education (1)
- Surgical training (1)
- Time (1)
- Varicose vein surgery (1)
- ZDHS (1)
Articles 1 - 7 of 7
Full-Text Articles in Biotechnology
Application In Medicine: Has Artificial Intelligence Stood The Test Of Time, Mir Ibrahim Sajid, Shaheer Ahmed, Usama Waqar, Javeria Tariq, Mohsin Chundrigar, Samira Shabbir Balouch, Sajid Abaidullah
Application In Medicine: Has Artificial Intelligence Stood The Test Of Time, Mir Ibrahim Sajid, Shaheer Ahmed, Usama Waqar, Javeria Tariq, Mohsin Chundrigar, Samira Shabbir Balouch, Sajid Abaidullah
Medical College Documents
Artificial intelligence (AI) has proven time and time again to be a game-changer innovation in every walk of life, including medicine. Introduced by Dr. Gunn in 1976 to accurately diagnose acute abdominal pain and list potential differentials, AI has since come a long way. In particular, AI has been aiding in radiological diagnoses with good sensitivity and specificity by using machine learning algorithms. With the coronavirus disease 2019 pandemic, AI has proven to be more than just a tool to facilitate healthcare workers in decision making and limiting physician-patient contact during the pandemic. It has guided governments and key policymakers …
Performance Of Machine Learning Classifiers In Classifying Stunting Among Under-Five Children In Zambia, Obvious Nchimunya Chilyabanyama, Roma Chilengi, Roma Chilengi, Michelo Simuyandi, Caroline C. Chisenga, Masuzyo Chirwa, Kalongo Hamusonde, Rakesh Kumar Saroj, Najeeha Talat Iqbal, Innocent Ngaruye
Performance Of Machine Learning Classifiers In Classifying Stunting Among Under-Five Children In Zambia, Obvious Nchimunya Chilyabanyama, Roma Chilengi, Roma Chilengi, Michelo Simuyandi, Caroline C. Chisenga, Masuzyo Chirwa, Kalongo Hamusonde, Rakesh Kumar Saroj, Najeeha Talat Iqbal, Innocent Ngaruye
Department of Paediatrics and Child Health
Stunting is a global public health issue. We sought to train and evaluate machine learning (ML) classification algorithms on the Zambia Demographic Health Survey (ZDHS) dataset to predict stunting among children under the age of five in Zambia. We applied Logistic regression (LR), Random Forest (RF), SV classification (SVC), XG Boost (XgB) and Naïve Bayes (NB) algorithms to predict the probability of stunting among children under five years of age, on the 2018 ZDHS dataset. We calibrated predicted probabilities and plotted the calibration curves to compare model performance. We computed accuracy, recall, precision and F1 for each machine learning algorithm. …
Healthcare Simulation: A Key To The Future Of Medical Education - A Review, Omair Ayaz, Faisal Wasim Ismail
Healthcare Simulation: A Key To The Future Of Medical Education - A Review, Omair Ayaz, Faisal Wasim Ismail
Medical College Documents
Aim: Simulation originates from its application in the military and aviation. It is implemented at various levels of healthcare education and certification today. However, its use remains unevenly distributed across the globe due to misconception regarding its cost and complexity and to lack of evidence for its consistency and validity. Implementation may also be hindered by an array of factors unique to the locale and its norms. Resource-poor settings may benefit from diverting external funds for short-term simulation projects towards collaboration with local experts and local material sourcing to reduce the overall cost and achieve long-term benefits. The recent shift …
Role Of Simulation In Open Varicose Veins Surgery: A Systematic Review, Muhammad Ammar Pirzada, Fareed Ahmed Shaikh, Shoaib Badini, Nadeem Ahmed Siddiqui
Role Of Simulation In Open Varicose Veins Surgery: A Systematic Review, Muhammad Ammar Pirzada, Fareed Ahmed Shaikh, Shoaib Badini, Nadeem Ahmed Siddiqui
Department of Surgery
Objective: To assess the types and effectiveness of simulators present for open varicose vein surgery.
Methods: The systematic review was conducted at The Aga Khan University Hospital Karachi and comprised studies published from 1st January 2000 to 30th June 2020 related to open varicose vein surgical procedures done on simulators. Databases searched were PubMed, Medline, Google Scholar, Cochrane and Scopus using appropriate key words. The primary outcome of the review was to assess the effectiveness of different types of simulators used for varicose vein surgery.
Results: Of the 286 articles found, 6(2%) were included. A variety of simulators ranging from …
Innovations In Surgery Between The Past And Future: A Narrative Review Of Targeted Literature, Obada Hasan, Ahmed Ayaz, Laiba Masood, Abdul Mannan Baig, Naveed Baloch
Innovations In Surgery Between The Past And Future: A Narrative Review Of Targeted Literature, Obada Hasan, Ahmed Ayaz, Laiba Masood, Abdul Mannan Baig, Naveed Baloch
Medical College Documents
Innovation is the introduction of a new method or technology designed to change the way things are done. History is full of remarkable innovations in surgery over the years as surgeons have always been innovating and pioneering latest techniques and equipment that can benefit the mankind. Though persistent, progress has been far from uniform. Despite all the bells and whistles that these innovations bring to the table, the little acknowledged fact is that they are only accessible to a very small proportion of the global population. Five billion people on this planet do not even have access to an operating …
A Comparison Of Three Diagnostic Platforms For The Detection Of Influenza A And B In Children, Furqan Kabir, Marvi Tariq, Fatima Aziz, Syed Imran Rizvi, Shahida Qureshi, Syed Asad Ali, Najeeha Talat Iqbal
A Comparison Of Three Diagnostic Platforms For The Detection Of Influenza A And B In Children, Furqan Kabir, Marvi Tariq, Fatima Aziz, Syed Imran Rizvi, Shahida Qureshi, Syed Asad Ali, Najeeha Talat Iqbal
Department of Paediatrics and Child Health
Background: Viral flu is the predominant cause of hospitalization in young children, which invariably leads to enhanced morbidity and mortality in children in developing countries. Initial treatment of viral flu is based on presumptive diagnosis. Bedside testing is not common in clinical settings because of variable sensitivity and specificity of rapid tests in different settings.
Methods: To address this issue, we evaluated the performance of Binax influenza A/B rapid testing kit against two robust molecular platforms (quantitative real-time polymerase chain reaction [qRT-PCR] and TaqMan array card [TAC]) in 24 nasopharyngeal (NP) swabs, collected from children under 5 years of age. …
Experience With The Quantitative Lyta Gene Real-Time Polymerase Chain Reaction For The Detection Of Streptococcus Pneumoniae From Pediatric Whole Blood In Pakistan, Furqan Kabir, Sahrish Muneer, Adil Kalam, Ana Sami, Shahida Qureshi, Aneeta Hotwani, Atif Riaz, Syed Mohiuddin, Mohammad Tahir Yousafzai, Sara Hussain, Syed Asad Ali, Sadia Shakoor
Experience With The Quantitative Lyta Gene Real-Time Polymerase Chain Reaction For The Detection Of Streptococcus Pneumoniae From Pediatric Whole Blood In Pakistan, Furqan Kabir, Sahrish Muneer, Adil Kalam, Ana Sami, Shahida Qureshi, Aneeta Hotwani, Atif Riaz, Syed Mohiuddin, Mohammad Tahir Yousafzai, Sara Hussain, Syed Asad Ali, Sadia Shakoor
Department of Paediatrics and Child Health
Background: We present our experience with optimization and diagnostic use of quantitative real-time polymerase chain reaction (PCR) targeting the lytA gene of Streptococcus pneumoniae for the detection of S. pneumoniae in whole blood of children ≥5 CFU/10 μl or 1 copy of DNA/2 μl of blood.
Methods: This assay was applied on 1912 whole blood specimens collected from children pneumonia, of which 35 specimens were lytA positive. The bacterial loads were determined through categorization of load into five different categories, i.e., very high load, high load, moderate load, low load, and very low load.
Results: Of the 35 lytA-positive …