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#Healthcare Data Analysis

Showing: 23 courses
International Centre for Theoretical Sciences

Deep Learning and Diabetic Retinopathy by Rajiv Raman

1 rewiews
Explore deep learning applications in diabetic retinopathy detection, enhancing early diagnosis and treatment of this sight-threatening condition through advanced image analysis techniques.
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1 Lesons
1 hour
On-Demand
Free-Video
International Centre for Theoretical Sciences

Obstetric Risk Assessment - The Need for ML-AI

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Explore the potential of machine learning and AI in improving obstetric risk assessment, enhancing patient care and outcomes in maternal health.
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1 Lesons
1 hour 21 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

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 III 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
37 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Modeling Noisy Count Data II by Sayan Mukherjee

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Explore advanced techniques for modeling noisy count data in health and disease contexts, building on statistical and machine learning approaches to analyze complex biomedical datasets.
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1 Lesons
1 hour 16 minutes
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

Modeling Noisy Count Data I by Sayan Mukherjee

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Explore statistical modeling techniques for analyzing noisy count data, focusing on methods to handle variability and uncertainty in numerical datasets.
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1 Lesons
1 hour 19 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Digital Health Data Governance by Nicki Tiffin

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Explore digital health data governance principles, challenges, and best practices for ethical and secure management of healthcare information in the digital age.
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1 Lesons
1 hour 7 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Survival Analysis of Cancer Patients Using Machine Learning Technique by Shakuntala Baichoo

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Explore machine learning techniques for survival analysis of cancer patients, focusing on predicting outcomes and analyzing clinical data to enhance patient care and treatment strategies.
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1 Lesons
1 hour 46 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

How to Train Your Dragonn - A Primer on Deep Learning for Regulatory

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Explore deep learning for regulatory genomics with hands-on training. Learn to build and train neural networks for analyzing genomic data and understanding gene regulation.
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1 Lesons
1 hour 32 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Bayesian Networks for Causal Reasoning by Tavpritesh Sethi

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Explore advanced Bayesian network techniques for causal reasoning in healthcare, focusing on practical applications and interpretation of complex medical data for improved decision-making.
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1 Lesons
1 hour 7 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Bayesian Networks for Causal Reasoning II by Tavpritesh Sethi

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Explore advanced Bayesian network techniques for causal reasoning in healthcare, focusing on practical applications and interpretation of complex medical data for improved decision-making.
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1 Lesons
1 hour 42 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
International Centre for Theoretical Sciences

Training Deep Learning Computer Vision Models in Pytorch - Part I

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Learn to train deep learning computer vision models using PyTorch, covering essential techniques and best practices for developing effective image analysis solutions.
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1 Lesons
1 hour 23 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

How to Train Your DragoNN - A Primer on Deep Learning for Regulatory

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Explore deep learning techniques for regulatory genomics, focusing on key benefits and applications in analyzing genomic data for improved understanding of gene regulation.
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1 Lesons
58 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Bayesian Networks for Causal Reasoning by Tavpritesh Sethi

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Explore advanced Bayesian network techniques for causal reasoning in healthcare, focusing on practical applications and bridging the gap between mathematical modeling and clinical problem-solving.
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1 Lesons
1 hour 27 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Unsupervised ML - Clustering, Dimensionality Reduction, Applications by Rahul Siddharthan

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Explore unsupervised machine learning techniques for clustering and dimensionality reduction, with practical applications in data analysis and pattern discovery.
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1 Lesons
43 minutes
On-Demand
Free-Video
EuroPython Conference

Unlocking Healthcare Data - The Power of Open Formats in Python Data Science

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Explore Python analytics for healthcare data, leveraging open formats to manipulate complex patient datasets, enhance collaboration, and improve research impact in fields like ECG, EEG, and radiography.
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1 Lesons
30 minutes
On-Demand
Free-Video
TED

The Big Idea My Brother Inspired

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Inspiring story of brothers who created a groundbreaking website for patients to share health data, leading to powerful insights and predictions for various illnesses.
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1 Lesons
17 minutes
On-Demand
Free-Video