Deep learning in omics data analysis and precision medicine

J Martorell-Marugán, S Tabik… - Exon …, 2019 - exonpublications.com
The rise of omics techniques has resulted in an explosion of molecular data in modern
biomedical research. Together with information from medical images and clinical data, the …

Deep learning of pharmacogenomics resources: moving towards precision oncology

YC Chiu, HIH Chen, A Gorthi, M Mostavi… - Briefings in …, 2020 - academic.oup.com
The recent accumulation of cancer genomic data provides an opportunity to understand how
a tumor's genomic characteristics can affect its responses to drugs. This field, called …

Convolutional neural network models for cancer type prediction based on gene expression

M Mostavi, YC Chiu, Y Huang, Y Chen - BMC medical genomics, 2020 - Springer
Background Precise prediction of cancer types is vital for cancer diagnosis and therapy.
Through a predictive model, important cancer marker genes can be inferred. Several studies …

[Retracted] Developing an Efficient Cancer Detection and Prediction Tool Using Convolution Neural Network Integrated with Neural Pattern Recognition

R Gangurde, V Jagota, MS Khan… - BioMed research …, 2023 - Wiley Online Library
The application of computational approaches in medical science for diagnosis is made
possible by the development in technical advancements connected to computer and …

Applications of deep learning in biomedical engineering

SS Nisha, MN Meeral - Handbook of deep learning in biomedical …, 2021 - Elsevier
Biomedical engineering is the concept of applying fundamental theories and analytical
practices to medicine and biology. It can be profitable in the field of healthcare from …

Jacow: Application of machine learning to beam diagnostics

E Fol, JM Coello de Portugal, R Tomás - 2019 - cds.cern.ch
Abstract Machine learning (ML) techniques are widely used in science and industry as a
powerful tool for data analysis and automation. Currently, in accelerator physics ML is …

Metastatic state of colorectal cancer can be accurately predicted with methylome

S Albaradei, M Thafar, C Van Neste, M Essack… - Proceedings of the 6th …, 2019 - dl.acm.org
Colorectal cancer (CRC) appears to be the third most common cancer as well as the fourth
most common cause of cancer deaths in the world. Its most lethal states are when it …

Precision medicine and omics in the context of deep learning

I Zafar, MA Rather, QU Ain… - Deep Learning for …, 2021 - taylorfrancis.com
In the era of biomedical research, the evolving field of omics caused an expansion in
molecular data. Both clinical and medical imaging data sets enabled omics techniques to …

Oral Tumor Detection based on Convolution Neural Network

M Bhopal, R Ranjan - 2023 2nd International Conference on …, 2023 - ieeexplore.ieee.org
Mouth cancer that is thriving in the world continuously. The discovery of oral possibly
harmful problems, which convey a gamble of forming into disease, frequently gives the best …

[PDF][PDF] Research Article Developing an Efficient Cancer Detection and Prediction Tool Using Convolution Neural Network Integrated with Neural Pattern Recognition

R Gangurde, V Jagota, MS Khan, VS Sakthi… - 2023 - academia.edu
The application of computational approaches in medical science for diagnosis is made
possible by the development in technical advancements connected to computer and …