Multimodal biomedical AI

JN Acosta, GJ Falcone, P Rajpurkar, EJ Topol - Nature Medicine, 2022 - nature.com
The increasing availability of biomedical data from large biobanks, electronic health records,
medical imaging, wearable and ambient biosensors, and the lower cost of genome and …

OpenAI ChatGPT generated literature review: Digital twin in healthcare

Ö Aydın, E Karaarslan - Aydın, Ö., Karaarslan, E.(2022). OpenAI …, 2022 - papers.ssrn.com
Literature review articles are essential to summarise the related work in the selected field.
However, covering all related studies takes too much time and effort. This study questions …

A systematic review of digital twin about physical entities, virtual models, twin data, and applications

X Liu, D Jiang, B Tao, F Xiang, G Jiang, Y Sun… - Advanced Engineering …, 2023 - Elsevier
The digital twin is a crucial technology for realizing smart manufacturing and industrial digital
transformation, which has received extensive attention and research from industry and …

Deep learning in drug discovery: an integrative review and future challenges

H Askr, E Elgeldawi, H Aboul Ella… - Artificial Intelligence …, 2023 - Springer
Recently, using artificial intelligence (AI) in drug discovery has received much attention
since it significantly shortens the time and cost of developing new drugs. Deep learning (DL) …

Applications of digital twin across industries: A review

M Singh, R Srivastava, E Fuenmayor, V Kuts, Y Qiao… - Applied Sciences, 2022 - mdpi.com
One of the most promising technologies that is driving digitalization in several industries is
Digital Twin (DT). DT refers to the digital replica or model of any physical object (physical …

Digital twins from smart manufacturing to smart cities: A survey

G Mylonas, A Kalogeras, G Kalogeras… - Ieee …, 2021 - ieeexplore.ieee.org
Digital twins are quickly becoming a popular tool in several domains, taking advantage of
recent advancements in the Internet of Things, Machine Learning and Big Data, while being …

Digital twin in healthcare: Recent updates and challenges

T Sun, X He, Z Li - Digital Health, 2023 - journals.sagepub.com
As simulation is playing an increasingly important role in medicine, providing the individual
patient with a customised diagnosis and treatment is envisaged as part of future precision …

Health digital twins as tools for precision medicine: Considerations for computation, implementation, and regulation

KP Venkatesh, MM Raza, JC Kvedar - NPJ digital medicine, 2022 - nature.com
Health digital twins are defined as virtual representations (“digital twin”) of patients (“physical
twin”) that are generated from multimodal patient data, population data, and real-time …

Impactful digital twin in the healthcare revolution

H Hassani, X Huang, S MacFeely - Big Data and Cognitive Computing, 2022 - mdpi.com
Over the last few decades, our digitally expanding world has experienced another significant
digitalization boost because of the COVID-19 pandemic. Digital transformations are …

Health digital twins in life science and health care innovation

KP Venkatesh, G Brito… - Annual Review of …, 2024 - annualreviews.org
Health digital twins (HDTs) are virtual representations of real individuals that can be used to
simulate human physiology, disease, and drug effects. HDTs can be used to improve drug …