Flowchart of image type iIdentification.

Flowchart of image type iIdentification.

<div><p>Multi-panel images play an essential role in medical diagnostics and represent approximately 50% of the medical literature. These images serve as important tools for physicians to align various medical data (e.g., X-rays, MRIs, CT scans) of a patient into a consolidated image. Th...

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Bibliographic Details
Main Author: Faqir Gul (20760068) (author)
Other Authors: Mohsin Shah (3144564) (author), Mushtaq Ali (3598514) (author), Lal Hussain (14100502) (author), Touseef Sadiq (20175797) (author), Adeel Ahmed Abbasi (20760071) (author), Mohammad Shahbaz Khan (17140693) (author), Badr S. Alkahtani (20760074) (author)
Published: 2025
Subjects:
Biochemistry
Medicine
Cell Biology
Biotechnology
Science Policy
Space Science
Biological Sciences not elsewhere classified
Information Systems not elsewhere classified
publicly available datasets
performs efficient segmentation
g ., x
including imageclefmed 2013
image type identification
facilitates fast retrieval
panel image types
irregular image layouts
xlink "> multi
significantly enhances sub
represent approximately 50
patient &# 8217
novel hybrid framework
panel images play
irregular medical images
panel image
image retrieval
irregular multi
proposed framework
imageclefmed 2016
hybrid multi
consolidated image
medical images
medical literature
medical diagnostics
images serve
various multi
thorough representation
paper presents
morphological operations
important tools
extracting sub
essential role
ct scans
consolidated multi
component sub
achieving accurate
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