Opportunities and obstacles for deep learning in biology and medicine

T Ching, DS Himmelstein… - Journal of the …, 2018 - royalsocietypublishing.org
Biology and medicine are data-rich disciplines, but the data are complex and often ill-…
bench and bedside with the potential to transform several areas of biology and medicine. …

Knowledge and intelligent computing system in medicine

B Pandey, RB Mishra - Computers in biology and medicine, 2009 - Elsevier
Knowledge-based systems (KBS) and intelligent computing systems have been used in the
medical planning, diagnosis and treatment. The KBS consists of rule-based reasoning (RBR)…

Half a century of computer methods and programs in biomedicine: A bibliometric analysis from 1970 to 2017

N Shukla, JM Merigó, T Lammers, L Miranda - Computer methods and …, 2020 - Elsevier
Background and Objective Computer Methods and Programs in Biomedicine (CMPB) is a
leading international journal that presents developments about computing methods and their …

Applications of deep learning and reinforcement learning to biological data

M Mahmud, MS Kaiser, A Hussain… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
Rapid advances in hardware-based technologies during the past decades have opened up
new possibilities for life scientists to gather multimodal data in various application domains, …

Deep learning and its applications in biomedicine

C Cao, F Liu, H Tan, D Song, W Shu… - Genomics …, 2018 - academic.oup.com
… Advances in biological and medical technologies have been providing us explosive volumes
of biological and physiological data, such as medical images, electroencephalography, …

[BOOK][B] Digitizing life: The introduction of computers to biology and medicine

JA November - 2006 - search.proquest.com
… Beyond surveying how computers recast intellectual and institutional aspects of biological
and medical research, this dissertation examines researchers’ motives for bringing computers

[HTML][HTML] Automatic segmentation of lung nodules with growing neural gas and support vector machine

SMB Netto, AC Silva, RA Nunes, M Gattass - Computers in biology and …, 2012 - Elsevier
… images, many research centers have developed computer-aided detection systems (CAD …
The three first stages of this system have been used in our work to reduce the volume of …

Machine learning in medical applications: A review of state-of-the-art methods

M Shehab, L Abualigah, Q Shambour… - Computers in Biology …, 2022 - Elsevier
… This survey provides a comprehensive review of the use of ML in the medical field
highlighting standard technologies and how they affect medical diagnosis. Five major …

RTSeg-Net: a lightweight network for real-time segmentation of fetal head and pubic symphysis from intrapartum ultrasound images

Z Ou, J Bai, Z Chen, Y Lu, H Wang, S Long… - Computers in biology and …, 2024 - Elsevier
… This study describes the optimization of UNet for edge computing by reducing
parameters and incorporating DSconvs and tokenized TMP blocks to enhance efficiency. …

Computational traditional Chinese medicine diagnosis: a literature survey

Q Zhang, J Zhou, B Zhang - Computers in Biology and Medicine, 2021 - Elsevier
… With the development of intelligent computing technology in recent years, computational …
This survey provides the principles, applications, and current progress in computing for readers …