Use of deep learning approaches in cancer diagnosis
M Hanefi Calp - Deep learning for cancer diagnosis, 2021 - Springer
Cancer is among serious health problems with an uncertain and complex structure that
causes fatal results. Cancer is a disease that consists of uncontrolled proliferation of cells in …
causes fatal results. Cancer is a disease that consists of uncontrolled proliferation of cells in …
[HTML][HTML] Discriminating neoplastic from nonneoplastic tissues using an miRNA-based deep cancer classifier
E Kaczmarek, B Pyman, J Nanayakkara… - The American Journal of …, 2022 - Elsevier
Next-generation sequencing has enabled the collection of large biological data sets,
allowing novel molecular-based classification methods to be developed for increased …
allowing novel molecular-based classification methods to be developed for increased …
Tesseract-medical imaging: open-source browser-based platform for artificial intelligence deployment in medical imaging
A Sedghi, S Hamidi, A Mehrtash… - Medical Imaging …, 2019 - spiedigitallibrary.org
Artificial Intelligence (AI) is increasingly becoming a tool to enhance various medical image
analysis tasks with accuracies comparable to expert clinicians. Computer assisted detection …
analysis tasks with accuracies comparable to expert clinicians. Computer assisted detection …
[HTML][HTML] N6-methyladenosine-related microRNAs risk model trumps the isocitrate dehydrogenase mutation status as a predictive biomarker for the prognosis and …
Aim: Lower grade gliomas [LGGs; World Health Organization (WHO) grades 2 and 3], owing
to the heterogeneity of their clinical behavior, present a therapeutic challenge to …
to the heterogeneity of their clinical behavior, present a therapeutic challenge to …
[PDF][PDF] 2019 YEAR IN REVIEW: MACHINE LEARNING IN HEALTHCARE
We present a synopsis of publications focused on machine learning (ML) or artificial
intelligence (AI) applications in healthcare for the year 2019. We appreciate the work of …
intelligence (AI) applications in healthcare for the year 2019. We appreciate the work of …
[PDF][PDF] CSI 5180. Topics in Artificial Intelligence
M Turcotte - 2019 - eiti.uottawa.ca
At the fall 2019, I will be lecturing the first edition of Machine Learning for Bioinformatics
Applications. Its emphasis will primarily be on the analysis of complex biological data using …
Applications. Its emphasis will primarily be on the analysis of complex biological data using …
Topology preserving stratification of tissue neoplasticity using Deep Neural Maps and microRNA signatures
Background Accurate cancer classification is essential for correct treatment selection and
better prognostication. microRNAs (miRNAs) are small RNA molecules that negatively …
better prognostication. microRNAs (miRNAs) are small RNA molecules that negatively …