Artificial intelligence and precision medicine: a new frontier for the treatment of brain tumors

AK Philip, BA Samuel, S Bhatia, SAM Khalifa… - Life, 2022 - mdpi.com
Brain tumors are a widespread and serious neurological phenomenon that can be life-
threatening. The computing field has allowed for the development of artificial intelligence …

Functional drug screening in the era of precision medicine

GC Napoli, WD Figg, CH Chau - Frontiers in medicine, 2022 - frontiersin.org
The focus of precision medicine is providing the right treatment to each unique patient. This
scientific movement has incited monumental advances in oncology including the approval of …

A comprehensive review of machine learning techniques for multi-omics data integration: challenges and applications in precision oncology

D Acharya, A Mukhopadhyay - Briefings in Functional Genomics, 2024 - academic.oup.com
Multi-omics data play a crucial role in precision medicine, mainly to understand the diverse
biological interaction between different omics. Machine learning approaches have been …

Advancements in medical diagnosis and treatment through machine learning: A review

M Ahsan, A Khan, KR Khan, BB Sinha… - Expert …, 2024 - Wiley Online Library
The aptness of machine learning (ML) to learn from large datasets, discover trends, and
make predictions has demonstrated its potential to metamorphose the medical field. Medical …

Cancer treatment precision strategies through optimal control theory

AJ Abougarair, AA Oun, SI Sawan… - Journal of Robotics …, 2024 - journal.umy.ac.id
Lung cancer is a highly heterogeneous disease, with diverse genetic, molecular, and
cellular drivers that can vary significantly between individual patients and even within a …

Application of artificial intelligence in mental health

A Nag, A Das, R Sil, A Kar, D Mandal, B Das - International Conference on …, 2022 - Springer
The Implementation of artificial intelligence has become one of the most critical tools that
have impacted various domains of extensive societal importance including agriculture …

Investigating how reproducibility and geometrical representation in UMAP dimensionality reduction impact the stratification of breast cancer tumors

J Bollon, M Assale, A Cina, S Marangoni… - Applied Sciences, 2022 - mdpi.com
Advances in next-generation sequencing have provided high-dimensional RNA-seq
datasets, allowing the stratification of some tumor patients based on their transcriptomic …

[HTML][HTML] Applying Neural Networks to Analyse Inflammatory, Sociodemographic, and Psychological Factors in Non-Melanoma Skin Cancer and Colon Cancer: A …

R Mercuţ, ME Ciurea, ET Traşcă, M Ionescu, MF Mercuţ… - Diagnostics, 2024 - mdpi.com
Background/Objectives: Chronic inflammation and psychosocial factors significantly
influence cancer progression and patient behavior in seeking medical care. Understanding …

[HTML][HTML] Main genes in breast cancer primary tumor and first metastasis in lymph nodes revealed by information-theory-based genetic networks pattern analysis

IUM Vargas, MOL Pineda, MA Mentado - Pattern Recognition Letters, 2024 - Elsevier
In this paper, we use pattern analysis in genetic networks to identify differentially expressed
genes in primary breast cancer tumors and their first metastasis in lymph nodes, using …

New drug development and clinical trial design by applying genomic information management

YK Ko, JA Gim - Pharmaceutics, 2022 - mdpi.com
Depending on the patients' genotype, the same drug may have different efficacies or side
effects. With the cost of genomic analysis decreasing and reliability of analysis methods …