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#Clinical Data Analysis

Showing: 15 courses
International Centre for Theoretical Sciences

Use of Big Data Analytics in Healthcare Research by Rajiv Raman

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Explore how big data analytics revolutionizes healthcare research, enhancing patient outcomes and driving medical advancements through innovative data-driven approaches.
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1 Lesons
31 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Digital Health and AI in Healthcare at IIITD by Tavpritesh Sethi

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Explore AI's transformative impact on healthcare, from predictive analytics to personalized medicine, and learn how digital technologies are revolutionizing patient care and health outcomes.
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1 Lesons
54 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Ethical and Equitable Data Sharing - Navigating the Benefits and Challenges

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Explore ethical data sharing in healthcare, balancing benefits and challenges. Learn strategies for equitable access, privacy protection, and responsible use of health data for research and innovation.
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1 Lesons
1 hour 16 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Ownership and Governance of Health Data Genomics by Anurag Agrawal

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Explore ethical considerations and governance frameworks for health data and genomics, focusing on ownership, privacy, and responsible use in research and healthcare settings.
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1 Lesons
1 hour 20 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Garbh-Ini Project - Machine Learning for Maternal and Child Health

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Explore machine learning applications in healthcare through the Garbh-Ini Project, focusing on predicting outcomes, analyzing medical data, and bridging the gap between computational modeling and clinical practice.
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1 Lesons
2 hours 49 minutes
On-Demand
Free-Video
Data Science Conference

Data-Driven Insights for Drug Kinetics and Dynamics in Therapeutic Strategies

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Explore how data-driven approaches and advanced statistical methods optimize drug behavior analysis and therapeutic strategies for personalized healthcare outcomes and improved treatment effectiveness.
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1 Lesons
31 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Training Deep Learning Computer Vision Models in Pytorch Part II by Pranay Goel

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Learn advanced techniques for training deep learning computer vision models using PyTorch, including optimization strategies and model architectures for improved performance and accuracy.
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1 Lesons
1 hour 3 minutes
On-Demand
Free-Video
Databricks

Apache Spark NLP for Healthcare - Building Real-World AI Systems

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Explore real-world healthcare AI systems using NLP, covering patient risk prediction, diagnosis automation, and revenue optimization. Learn key considerations for building domain-specific models and scalable ML pipelines.
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37 Lesons
37 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

ML and Health Care - An Obgyn Perspective by Uma Ram

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Explore machine learning applications in obstetrics and gynecology from an expert's perspective, focusing on potential benefits and challenges in women's healthcare.
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1 Lesons
1 hour 2 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

How to Train Your DragoNN - A Primer on Deep Learning for Regulatory Genomics by Anshul Kundaje

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Explore deep learning applications in regulatory genomics, focusing on techniques to analyze and interpret genomic data for understanding gene regulation and disease mechanisms.
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1 Lesons
1 hour 10 minutes
On-Demand
Free-Video
American Society for Microbiology

A Cost-Effective Alternative for Treating Staphylococcal Bloodstream Infections

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Comparing nafcillin and cefazolin for MSSA bacteremia treatment: A cost-effective alternative with similar clinical outcomes, benefiting patients and hospitals.
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11 Lesons
27 minutes
On-Demand
Free-Video
Computational Genomics Summer Institute CGSI

Psychiatric Phenotyping from EHR - Yes, We Can!

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Discover how to leverage Electronic Health Records (EHR) for psychiatric phenotyping, exploring innovative computational methods and applications in mental health research.
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1 Lesons
30 minutes
On-Demand
Free-Video
Computational Genomics Summer Institute CGSI

Information Retrieval in the Era of Large Language Models

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Explore how large language models are transforming information retrieval systems, with focus on event detection, clinical data extraction, and social media analysis for epidemic prediction.
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1 Lesons
35 minutes
On-Demand
Free-Video
Broad Institute

Leveraging Machine Learning and Clinico-Genomic Data for Cancer Care and Drug Discovery

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Discover how machine learning and genomic data from 500,000 cancer cases drive innovations in cancer treatment and pharmaceutical development through advanced computational approaches.
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1 Lesons
48 minutes
On-Demand
Free-Video
Center for Language & Speech Processing(CLSP), JHU

AI and Pervasive Sensing in ICU Patient Monitoring - The Future of Critical Care

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Discover how AI and pervasive sensing technologies transform ICU patient monitoring, offering real-time assessment and automated data collection to revolutionize critical care delivery and improve patient outcomes.
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1 Lesons
1 hour 4 minutes
On-Demand
Free-Video