Download full-text PDF |
Source |
|---|
Publication Analysis
Top Keywords
Similar Publications
Enhancing Drug Discovery and Patient Care through Advanced Analytics with The Power of NLP and Machine Learning in Pharmaceutical Data Interpretation.
SLAS Technol
December 2024
School of science, engineering and environment, University of Salford, United Kingdom. Electronic address:
This study delves into the transformative potential of Machine Learning (ML) and Natural Language Processing (NLP) within the pharmaceutical industry, spotlighting their significant impact on enhancing medical research methodologies and optimizing healthcare service delivery. Utilizing a vast dataset sourced from a well-established online pharmacy, this research employs sophisticated ML algorithms and cutting-edge NLP techniques to critically analyze medical descriptions and optimize recommendation systems for drug prescriptions and patient care management. Key technological integrations include BERT embeddings, which provide nuanced contextual understanding of complex medical texts, and cosine similarity measures coupled with TF-IDF vectorization to significantly enhance the precision and reliability of text-based medical recommendations.
View Article and Find Full Text PDFJuan Miguel Acosta: His Revolutionary Contribution to Our Understanding of the Pathophysiology of Gallstone Pancreatitis.
Am Surg
December 2024
Department of Surgery, Harbor-UCLA Medical Center, Torrance, CA, USA.
It is not every day that true scientific pioneers come along. Fortunately, the early 20 century gifted us with immensely talented professionals like Dr Eugene Opie, who set the groundwork for Dr Juan Acosta and his associates to make revolutionary advancements on the pathophysiologic origin and proper management of acute biliary pancreatitis. Amidst a modest hospital in the city of Rosario, Argentina, Dr Acosta pioneered numerous studies to validate his hypothesis that transient gallstone obstruction of the lumen was the true source of acute biliary pancreatitis.
View Article and Find Full Text PDFBiomaterials for bone tissue engineering: achievements to date and future directions.
Biomed Mater
December 2024
Engineered Biomedical Materials Research and Innovation Centre (EnBioMatRIC), Department of Mechanical Engineering, Manipal University Jaipur, Jaipur, Rajasthan, India.
Advancement in medicine and technology has resulted into prevention of countless deaths and increased life span. However, it is important to note that, the modern lifestyle has altered the food habits, witnessed increased life-style stresses and road accidents leading to several health complications and one of the primary victims is the bone health. More often than ever, healthcare professionals encounter cases of massive bone fracture, bone loss and generation of critical sized bone defects.
View Article and Find Full Text PDFIs the future of dentistry as bright as we hope? A personal exploration into dentistry's national and global prospects.
Br Dent J
November 2024
Medical University of Plovdiv, Faculty of Dental Medicine, Hriso Botev, 3, Plovdiv, 4000, Bulgaria.
The Women Dentists' Network is a professional organisation, established to empower and support women in dentistry to pursue their passions, overcome challenges, and thrive in all aspects of dentistry. In tribute to the British television personality, Dr Uchenna Okoye, known for her role in 10 Years Younger, the Women Dentists' Network - of which Dr Okoye was a founding member - held a competition for dental students. We were called to compose an essay of up to 3,000 words sharing our vision and role in the future of dentistry.
View Article and Find Full Text PDFPsoriasis Risk With Immune Checkpoint Inhibitors.
JAMA Dermatol
November 2024
Graduate Institute of Life Sciences, National Defense Medical Center, Taipei, Taiwan.
Importance: Immune checkpoint inhibitors (ICIs) are recognized as revolutionary cancer therapies but have raised concerns about immune-related adverse events, including the development of autoimmune diseases.
Objective: To evaluate the psoriasis risk associated with the use of ICIs in patients with cancer.
Design, Setting, And Participants: This nationwide cohort study with a target trial emulation design used data from the Taiwan National Health Insurance database and the Taiwan Cancer Registry.
Want AI Summaries of new PubMed Abstracts delivered to your In-box?
Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!