Question
A hospital uses a data-driven approach to improve
patient care. They identify that patients with similar conditions respond differently to treatments based on demographic factors. Which data analysis technique should the hospital use to ensure personalized patient care?Solution
Cluster analysis groups similar data points into clusters based on shared attributes. In healthcare, it can be used to group patients with similar demographic and health conditions, enabling personalized treatment strategies. By identifying clusters, hospitals can predict the effectiveness of treatments for each group, ensuring targeted care. Option A : A/B testing compares two treatments but doesn’t create clusters for personalized care. Option B : Customer segmentation applies to marketing but doesn’t directly address patient care. Option C : Predictive modeling forecasts outcomes but doesn’t group similar patients. Option E : Risk scoring assesses health risks but doesn’t enable personalized care.
Statements:
Only a few Ear are Eye.
No Eye is a Hand.
Only a few Hand is Leg.
Conclusions:
I. All Legs can never...
Statements:Â
Only a few Root are Stem.
Only a few Stems are Tree.
All Stem are Branches.
All Branches are Soil.
Conc...
Statements:
Only CEO are BOD.
Only a few CEO are CGM.
No CEO is MD.
A few MD are GM.
Conclusions:
I. At least ...
Statements:
All hotels are buses.
Some buses are cars.
All cars are trams.
Some trams are clouds.
Conclusions:
Statement:
Only a few beautiful are smart.
All smart are handsome.
No handsome is ugly.
Conclusion:
I. Some beautiful...
Some tubes are not lamps. Some tubes may not be bulbs. All wires may be tubes.
In the question below there are three statements followed by two conclusions I and II. You have to take the three given statements to be true even if ...
Statements:
All Shark are Fish.
No Fish is a Whale.
Some Whale are Dolphin.
Conclusion:
Some Whale are Sharks is ...
Statements:
Only a few balloons are cakes.
All cakes are knife.
Some knife are ribbons.
Only a few ribbons are candles.
...Statements:
Only a few Papers are Pencil.
No Pencil is Stapler.
All Staplers are Book.
Conclusions:
I) Some Book are not Pencil.
II) No Pencil is Book.
