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Deep learning and ensemble deep learning for circRNA-RBP interaction prediction in the last decade: A review
D Lasantha, S Vidanagamachchi… - … Applications of Artificial …, 2023 - Elsevier
Circular ribonucleic acids (circRNAs) are widely expressed in cells and tissues and play vital
roles in cellular physiological processes. Their expressions are associated with …
roles in cellular physiological processes. Their expressions are associated with …
A systematic review of biologically-informed deep learning models for cancer: fundamental trends for encoding and interpreting oncology data
Background There is an increasing interest in the use of Deep Learning (DL) based
methods as a supporting analytical framework in oncology. However, most direct …
methods as a supporting analytical framework in oncology. However, most direct …
A machine learning and deep learning-based integrated multi-omics technique for leukemia prediction
In recent years, scientific data on cancer has expanded, providing potential for a better
understanding of malignancies and improved tailored care. Advances in Artificial …
understanding of malignancies and improved tailored care. Advances in Artificial …
Multi-Faceted Approach to Cardiovascular Risk Assessment by Utilizing Predictive Machine Learning and Clinical Data in a Unified Web Platform
Cardiovascular diseases (CVD) persist as a formidable global health challenge,
underscoring the imperative for advanced early detection mechanisms. The evolution of …
underscoring the imperative for advanced early detection mechanisms. The evolution of …
A Systematic Review of Genetics-and Molecular-Pathway-Based Machine Learning Models for Neurological Disorder Diagnosis
The process of identification and management of neurological disorder conditions faces
challenges, prompting the investigation of novel methods in order to improve diagnostic …
challenges, prompting the investigation of novel methods in order to improve diagnostic …
[HTML][HTML] Gene prioritization-based active bio-module identification for bioinformatics
M Soni, MW Bhatt, E Asenso, MO Jhon - Scientific African, 2024 - Elsevier
Massive multi-omics data are being used to research cancer pathogenesis at the molecular
level as high-throughput sequencing technology advances. Many present approaches …
level as high-throughput sequencing technology advances. Many present approaches …
Early Stage Diabetes Prediction by Approach Using Machine Learning Techniques
M Zarar, Y Wang - 2023 - researchsquare.com
Diabetes is the most viral and chronic disease throughout the world. A large number of
people are affected by this chronic disease. Early detection of diabetes in a patient is crucial …
people are affected by this chronic disease. Early detection of diabetes in a patient is crucial …
Integrative deep learning with prior assisted feature selection
F Wang, K Jia, Y Li - Statistics in Medicine, 2024 - Wiley Online Library
Integrative analysis has emerged as a prominent tool in biomedical research, offering a
solution to the “small nn and large pp” challenge. Leveraging the powerful capabilities of …
solution to the “small nn and large pp” challenge. Leveraging the powerful capabilities of …
MetalPrognosis: A Biological Language Model-Based Approach for Disease-Associated Mutations in Metal-Binding Site Prediction
R Jia, Z He, C Wang, X Guo, F Li - IEEE/ACM Transactions on …, 2024 - ieeexplore.ieee.org
Protein-metal ion interactions play a central role in the onset of numerous diseases. When
amino acid changes lead to missense mutations in metal-binding sites, the disrupted …
amino acid changes lead to missense mutations in metal-binding sites, the disrupted …
Performance Comparison between Deep Neural Network and Machine Learning based Classifiers for Huntington Disease Prediction from Human DNA Sequence
C Vishnuppriya, G Tamilpavai - IEEE/ACM Transactions on …, 2024 - ieeexplore.ieee.org
Huntington Disease (HD) is a type of neurodegenerative disorder which causes problems
like psychiatric disturbances, movement problem, weight loss and problem in sleep. It needs …
like psychiatric disturbances, movement problem, weight loss and problem in sleep. It needs …