What drives the world more than data?
In today's digital age, data is the foundation of innovation, decision-making, and progress across every sector of society.
Inspiring Perspectives on Data
"Data is the new oil."- Clive Humby, Data Science Entrepreneur
"Data is the currency of the 21st century."- Thomas Redman, Data Management Expert
"Data is a precious thing and will last longer than the systems themselves."- Tim Berners-Lee, Inventor of the World Wide Web
Data's Transformative Impact
Business Intelligence
Data enables smarter decisions, optimized operations, and enhanced customer experiences. According to McKinsey, data-driven organizations are 23 times more likely to acquire customers and 19 times more likely to be profitable.
Learn More →Software Development
Data helps developers identify patterns, write better code, and fix bugs faster. GitHub's analytics have significantly improved code review processes and collaboration among developers worldwide.
Healthcare Innovation
Data can literally save lives through accurate diagnostics, efficient resource allocation, and targeted interventions. This empowers healthcare professionals to make informed decisions that significantly improve patient outcomes.
Medical Imaging Datasets: Current Landscape
While existing chest X-ray datasets have advanced medical AI research, they face significant limitations that impact their global applicability and effectiveness.
NIH Chest X-ray Dataset
- Size: 100,000+ images
- Diseases: 14 conditions
- Limitation: Excludes patients under 18, lacks demographic diversity
ChestX-ray8 Dataset
- Size: 108,948 images
- Diseases: 8 common conditions
- Limitation: Single hospital source, potential bias
MIMIC-CXR Dataset
- Feature: Linked clinical notes
- Analysis: Rich contextual data
- Limitation: Single institution, high-income focus
CheXpert Dataset
- Size: 200,000+ labeled images
- Feature: Medical device details
- Limitation: Adult patients only, Stanford-focused
Key Challenges
Advancing Medical AI
We are currently working on expanding the Tikur Chest X-ray Image Dataset as part of our efforts to improve the quality of the existing datasets, which will help researchers and healthcare providers develop accurate diagnostic tools for the diagnosis of cardiovascular and respiratory diseases. To better equip medical professionals and researchers in the fight against cardiovascular and respiratory diseases, we are proud to announce the upcoming launch of new medical imaging datasets by expanding the Tikur Chest X-ray Dataset that will provide access to high-quality medical imaging data. For instance, the expanded dataset will include images from various sources to help researchers and providers detect diseases such as pneumothorax, pleural effusion, pulmonary edema and congestive heart failure. We hope that this dataset will help address the challenges faced by healthcare providers in low- and middle-income countries and improve health outcomes for individuals and communities affected by cardiovascular and respiratory diseases. Link to the Tikur Chest X-ray Image Dataset is
https://github.com/kibromhft/Tikur_ChestX-ray14.
Supported by Lacuna Fund
We are grateful to Lacuna Fund for initiating our collaborative efforts, which help us double our impact in medical imaging research. We look forward to making an even greater difference in this important field.
Stay Tuned
We're working on an upcoming large representative dataset that will make a significant impact in medical imaging research and healthcare delivery worldwide.