Deep Pseudogene Categorization and Genome-Wide Transcription Prediction Using GANP-Based Feature Selection and TabNet Interpretability
Pseudogenes, once regarded as genomic relics, have emerged as critical regulators of gene expression, influencing cancer, neurodegenerative disorders, and developmental processes. This study introduces an advanced framework for pseudogene classification, leveraging deep learning to address the chall...
Saved in:
| Main Authors: | Zeeshan Ahmed, Kashif Munir, Muhammad Usama Tanveer, Syed Rizwan Hassan, Ateeq Ur Rehman, Habib Hamam |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
IEEE
2025-01-01
|
| Series: | IEEE Access |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/11071306/ |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
-
Identification and structural characterization of pseudogenes in Fusarium graminearum
by: Domenico Rau, et al.
Published: (2025-07-01) -
A Novel Liver-Specific Pseudogene Biomarker, BMS1P8, for Diagnosis and Prognosis in Hepatocellular Carcinoma
by: Hyung Seok Kim, et al.
Published: (2025-07-01) -
Pseudogenes in the carcinogenesis: epithelial-to-mesenchymal transition process and cancer initiating cells
by: Tomasz Kolenda, et al.
Published: (2025-01-01) -
Genome‐wide profiling of N6‐methyladenosine‐modified pseudogene‐derived long noncoding RNAs reveals the tumour‐promoting and innate immune‐restraining function of RPS15AP12 in ovarian cancer
by: Jie Xu, et al.
Published: (2025-03-01) -
Suppression of pseudogene MT2P1 transcription induced by E2F7 inhibits hepatocellular carcinoma cell proliferation and facilitates apoptosis via preserving its parental gene
by: Yiquan Lu, et al.
Published: (2025-12-01)