Introduction to Deep Learning in Health Informatics

M Jyotiyana, N Kesswani - Biomedical Data Mining for …, 2021 - Wiley Online Library
In today's scenario deep learning is the primarily used technique in Computer‐Aided
Diagnosis (CAD) for prediction of diseases. Deep learning has empowered the evolution of …

Applications of deep learning in healthcare and biomedicine

S Mittal, Y Hasija - Deep learning techniques for biomedical and health …, 2020 - Springer
The increasing advancements and improvements in medicine and healthcare in the past few
decades have ushered us into a data-driven era where a huge amount of data is collected …

[图书][B] Computational intelligence for clinical diagnosis

FJJ Joseph, VE Balas, SS Rajest, R Regin - 2023 - Springer
Computational medicine has emerged as an outcome of the advancement of medical
science and the scientific field's ushering in of the big data era, which is supported by and …

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 …

A survey on deep learning in medicine: Why, how and when?

F Piccialli, V Di Somma, F Giampaolo, S Cuomo… - Information …, 2021 - Elsevier
New technologies are transforming medicine, and this revolution starts with data. Health
data, clinical images, genome sequences, data on prescribed therapies and results …

Application of deep learning in biomedical informatics and healthcare

DK Nayak, P Mishra, P Das, AR Jamader… - … analytics: State of the art, 2022 - Springer
With the technological advancement in both biological as well as medical fields, it has
provided us with explosive volumes of data: health metaphors, EEG, protein sequences and …

Deep learning applications for disease diagnosis

DK Sharma, M Chatterjee, G Kaur, S Vavilala - Deep learning for medical …, 2022 - Elsevier
With the popularity of artificial intelligence (AI) and its integration into every field, it has
yielded positive results that have increased productivity and aided us in solving complex …

Foundations of deep learning and its applications to health informatics

SS Raoof, MA Jabbar, S Tiwari - Deep Learning in Biomedical …, 2021 - taylorfrancis.com
Deep learning, a subfield of artificial intelligence, has shown exponential growth in health
care applications. With the improvement of computational power and advances in big data …

Deep Learning Approaches and Biomarkers in Medical Diagnosis

P Malik, S Singh - Recent Patents on Engineering, 2024 - ingentaconnect.com
The size of the medical information system is growing gradually. Due to this, traditional data
analysis for extracting helpful information for any disease has become inefficient in providing …

An insight into applications of deep learning in bioinformatics

MA Jabbar - Deep Learning, Machine Learning and IoT in …, 2022 - taylorfrancis.com
Bioinformatics is an interdisciplinary area that handles complex and enormous quantities of
data. Deep Learning (DL) has been widely used in bioinformatics to derive relationships …