39 citations · 87 across the 4 of their papers we have counts for
4 papers
Multi-scale and Multi-path Cascaded Convolutional Network for Semantic Segmentation of Colorectal Polyps
Malik Abdul Manan, Feng Jinchao, Muhammad Yaqub +4
Colorectal polyps are structural abnormalities of the gastrointestinal tract that can potentially become cancerous in some cases. The study introduces a novel framework for colorec…
DPE-Net: Dual-Parallel Encoder Based Network for Semantic Segmentation of Polyps
Malik Abdul Manan, Feng Jinchao, Shahzad Ahmed +1
In medical imaging, efficient segmentation of colon polyps plays a pivotal role in minimally invasive solutions for colorectal cancer. This study introduces a novel approach employ…
Using PCA and Factor Analysis for Dimensionality Reduction of Bio-informatics Data
M. Usman Ali, Shahzad Ahmed, Javed Ferzund +2
Large volume of Genomics data is produced on daily basis due to the advancement in sequencing technology. This data is of no value if it is not properly analysed. Different kinds o…
Modern Data Formats for Big Bioinformatics Data Analytics
Shahzad Ahmed, M. Usman Ali, Javed Ferzund +3
Next Generation Sequencing (NGS) technology has resulted in massive amounts of proteomics and genomics data. This data is of no use if it is not properly analyzed. ETL (Extraction,…