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In a medical imaging research laboratory, scientists are studying brain scans to identify abnormal patterns associated with neurological disorders such as Alzheimer s disease. They
In a medical imaging research laboratory, scientists are studying brain scans to identify abnormal
patterns associated with neurological disorders such as Alzheimers disease. They observe that
certain types of lesions and abnormalities often manifest as diagonal patterns in the brains imaging
data. Write an algorithm that automates the abnormality detection process, by analyzing brain scan
data and highlighting regions of the data that exhibit the pattern of a disorder.
You are given brain scan data in the form of a D matrix T of size nxn and a pattern of size mxm
P that represents the disorder where mxm can be xxx up to nxn
Identify the regions where the disorder pattern is found in the data matrix.
Example :
T
A B C B A B C T YF G H J K L H G V
D V T B Y N G B G
F D G A B C V D E
V J O F G H H F W
S R V D V T W F G
K C D E C CC A B C
X Q R T U O F G H
T Y I O B F D V T
P
ABC
FGH
DVT
Example :
A B A B B A D A
A C D A A B B V
C D G B A H K B
G I K C D V F R
Y B J G D B A V
H K G D W C D B
K C D E C C A B
X Q R T U O F G
P
BA
CD
Write RabinKarp string matching algorithm, using numbers to find modulo while creating
the hash table. Additionally, analyze the time complexity of your algorithm.
Note: You must select those prime numbers that result in the minimum number of spurious hits.
Hint: Traverse through the grid in a diagonal manner to extract the symbols. Instead of going row
by row or column by column, you start from the topleft corner and move diagonally, retrieving
each symbol one by one.
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