Related Experiment Video
Updated: Jan 22, 2026

A Novel Rescue Technique for Difficult Intubation and Difficult Ventilation
Published on: January 17, 2011
Difficult Access and Poor Productivity: Mammography Screening in Brazil
Danielle Cristina Netto Rodrigues1, Ruffo Freitas-Junior1, Rosemar Macedo Sousa Rahal1
1Brazilian Network for Breast Research, Advanced Breast Diagnosis Center (CORA), School of Medicine, Federal University of Goiás, Goiânia, Goiás, Brazil.
Access to breast cancer screening in Brazil is hindered not by a lack of mammography machines or their location, but by the low number of mammograms actually performed through the public health system.
Area of Science:
- Public Health
- Radiology
- Health Services Research
Background:
- Access to mammographic screening can be limited by socioeconomic factors, equipment availability, and geographical distribution.
- This study examines breast cancer screening access within Brazil's public health system (SUS).
Purpose of the Study:
- To evaluate mammography equipment availability and utilization for breast cancer screening in Brazil.
- To assess geographical distribution and accessibility of mammography services within the SUS.
- To compare the number of required mammograms with actual procedures performed.
Main Methods:
- Ecological study analyzing mammography machine availability and distribution across Brazil in 2016.
- Calculation of required mammography machines based on clinical indications.
- Georeferencing of machines and analysis of travel distance (≤60 km) for access.
- Comparison of mammogram production capacity versus actual number of exams performed.
Main Results:
- Brazil had 4,628 mammography machines in 2016, with 2,113 (47%) available to the SUS.
- Only 2,068 machines were needed for screening, far fewer than available.
- Mammography services operated at only 29% of their total capacity, performing 4,073,079 exams against a potential of 14,279,654.
- Geographical access within 60 km was met in most areas.
Conclusions:
- Mammography screening access in Brazil via the SUS is not limited by equipment quantity or geographical distribution.
- The primary barrier to effective breast cancer screening is the low volume of mammograms performed relative to capacity and need.
Related Concept Videos
Scalar Product (Dot Product)
The scalar product of two vectors is obtained by multiplying...
Vector Product (Cross Product)
Consider the cross product of two vectors. Imagine rotating the first vector about...
Genetic Screens
Forward genetic screens
Forward or “classical” genetic screens involve creating random mutations in an organism’s DNA using radiation, mutagens, or insertion of additional bases, which...
Wood Products
Glue-laminated wood, often referred to as glulam, combines multiple smaller pieces of dimensional lumber using adhesives to form a single, larger piece. Cross-laminated timber consists...
Dot Product
In engineering, the dot product of any two vectors is the product of the magnitudes of the vectors and the cosine of the angle between them. It is denoted by a dot symbol between the two vectors.
Consider a vehicle pulling an object along the ground using a rope. If the rope makes an angle with the horizontal axis, the work done can be calculated using the dot product of the force applied and the object's displacement.
The dot...
Cross Product
The magnitude of the cross product is obtained by multiplying the magnitude of both the vectors and the sine of the angle between them. This means that a larger angle between the vectors will lead to a greater magnitude of the cross product.

