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Showing: 29 courses
International Centre for Theoretical Sciences

Artificial Intelligence in OBGYN Ultrasound by Suresh Seshadri

1 rewiews
Explore AI applications in OBGYN ultrasound imaging, focusing on advanced techniques for improved diagnosis and patient care in obstetrics and gynecology.
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1 Lesons
1 hour 3 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Hypertension Burden and Interventions - Public Health Approach by Prabhdeep Kaur

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Explore public health strategies for managing hypertension, including burden assessment and effective interventions. Learn about population-level approaches to prevent and control high blood pressure.
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1 Lesons
1 hour 3 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Prediction of Survival Analysis for Cancer Patients

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Explore survival analysis prediction for cancer patients using machine learning techniques. Learn to harness computational methods for improved patient outcome forecasting and healthcare decision-making.
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1 Lesons
1 hour 5 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Automating Bone Age Assessment from Pediatric Xrays

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Learn to automate bone age assessment from pediatric X-rays using machine learning techniques. Explore practical applications in healthcare for more efficient and accurate diagnoses.
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1 Lesons
1 hour 5 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Cancer Diagnostics - Opportunities and Challenges by Sudha Sundar

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Explore opportunities and challenges in cancer diagnostics, focusing on innovative approaches and potential advancements in early detection and personalized treatment strategies.
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1 Lesons
1 hour 24 minutes
On-Demand
Free-Video
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

Modeling Complex Phenotypes by Sayan Mukherjee

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Explore advanced techniques for modeling complex phenotypes in health and disease, bridging machine learning with clinical applications to enhance data analysis and prediction in biomedicine.
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1 Lesons
1 hour
On-Demand
Free-Video
International Centre for Theoretical Sciences

Biomedical Text Mining II by Sudeshna Sarkar

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Explore advanced techniques in biomedical text mining, focusing on extracting valuable insights from medical literature and clinical data to enhance healthcare research and decision-making.
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1 Lesons
53 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Biomedical Text Mining I by Sudeshna Sarkar

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Explore techniques for extracting valuable insights from biomedical literature using text mining methods. Learn to process and analyze scientific texts for research and clinical applications.
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1 Lesons
1 hour 3 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

The Tommy's Pathway - Providing Effective and Equitable Maternity Care by Basky Tilaganathan

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Explore effective and equitable maternity care strategies through the Tommy's Pathway, focusing on improving outcomes and addressing disparities in maternal healthcare.
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1 Lesons
1 hour 5 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Big Data in Biology - How EMBL Delivers Big Data for Biology, and Some Highlights

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Explore how EMBL manages and utilizes big data in biology, with insights on key developments and applications in genomics and bioinformatics.
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1 Lesons
45 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Artificial Intelligence in Medical Imaging for Precision Medicine by Vaanathi Sundaresan

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Explore AI applications in medical imaging for precision medicine, covering deep learning techniques, image analysis, and their impact on diagnosis and treatment planning.
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1 Lesons
1 hour 12 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Lung Disease and AI Applications - From Cough Sounds to CT Scan by Anurag Agrawal

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Explore AI applications in lung disease diagnosis, from analyzing cough sounds to interpreting CT scans. Learn how machine learning enhances detection and treatment of respiratory conditions.
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1 Lesons
58 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Cause of Obesity, Diabetes & CVD Epidemic by Ponnusamy Saravanan

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Explores the role of Gestational Diabetes Mellitus in obesity, diabetes, and cardiovascular disease epidemics, discussing its causes, impacts, and potential interventions.
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1 Lesons
56 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

The Healthy Life Trajectories Initiative - Implementation, Challenges and Future

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Exploring the Healthy Life Trajectories Initiative's implementation, challenges, and future prospects, focusing on improving health outcomes through data-driven approaches and collaborative research.
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1 Lesons
1 hour 5 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

ML for Microbial Genomics by Janani Ravi

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Explore machine learning applications in microbial genomics, focusing on data analysis techniques and their relevance to understanding microbial genetic structures and functions.
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1 Lesons
1 hour 13 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Macular Maladies - Degenerations, Detachments and Holes - Protean

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Explore macular degenerations, detachments, and holes with expert insights. Learn about diagnosis, treatment options, and latest advancements in managing these complex retinal conditions.
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1 Lesons
1 hour 5 minutes
On-Demand
Free-Video
MITCBMM

Deciphering Brain Codes to Build Smarter AI

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Explore neural mechanisms of pattern completion and visual inference, and how biologically-inspired models can enhance AI systems for improved visual recognition and search.
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20 Lesons
1 hour 14 minutes
On-Demand
Free-Video
Yannic Kilcher

Implicit MLE- Backpropagating Through Discrete Exponential Family Distributions

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Explore backpropagation through discrete exponential family distributions, enabling integration of combinatorial optimizers in neural networks for enhanced learning capabilities.
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11 Lesons
59 minutes
On-Demand
Free-Video
Simons Institute

Generalization II

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Explore advanced concepts in deep learning, including random averages, losses, and network architectures, with experts from UC Berkeley and MIT.
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9 Lesons
1 hour 23 minutes
On-Demand
Free-Video
Fields Institute

Weaving Together Machine Learning, Theoretical Physics, and Neuroscience

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Exploring the intersection of machine learning, physics, and neuroscience through complex systems analysis to develop better algorithms and understand neural systems.
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27 Lesons
1 hour 6 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Insight and Inequity by Gagandeep Kang

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Exploring health inequities and insights in India, focusing on challenges in data collection, analysis, and implementation for improved public health outcomes.
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1 Lesons
56 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Novel Statistical and Machine Learning Methods for Single Cell Data Analysis

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Explore innovative statistical and machine learning techniques for analyzing single-cell data, enhancing understanding of cellular heterogeneity and biological processes at unprecedented resolution.
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1 Lesons
1 hour 6 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Public Health Data Sources for Machine Learning and Examples of Research

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Explore public health data sources for machine learning and discover research examples in this informative talk. Learn how to leverage data for innovative health studies and applications.
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1 Lesons
1 hour 2 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

Digital Twins in Healthcare by Anurag Agrawal

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Explore the potential of digital twins in healthcare, focusing on their applications, benefits, and impact on patient care, medical research, and healthcare systems optimization.
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1 Lesons
56 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Introduction to Probability, Statistics, Statistical Testing

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Explore fundamental concepts of probability, statistics, and statistical testing, essential for understanding data analysis and machine learning in health and disease research.
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1 Lesons
1 hour 3 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Data- Access, Analysis and Distillation by K VijayRaghavan

0 rewiews
Explore data access, analysis, and distillation techniques for machine learning in healthcare. Learn to harness computational methods for understanding health-related data across multiple domains.
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1 Lesons
49 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Heterogeneity of Type-2 Diabetes in India - I by V Mohan

0 rewiews
Explore the diverse manifestations of Type-2 Diabetes in India with Dr. V Mohan, gaining insights into its unique characteristics and implications for diagnosis and treatment in the Indian population.
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1 Lesons
1 hour
On-Demand
Free-Video