The default mode network in cognition: a topographical perspective

J Smallwood, BC Bernhardt, R Leech… - Nature reviews …, 2021 - nature.com
The default mode network (DMN) is a set of widely distributed brain regions in the parietal,
temporal and frontal cortex. These regions often show reductions in activity during attention …

Transforming medical imaging with Transformers? A comparative review of key properties, current progresses, and future perspectives

J Li, J Chen, Y Tang, C Wang, BA Landman… - Medical image …, 2023 - Elsevier
Transformer, one of the latest technological advances of deep learning, has gained
prevalence in natural language processing or computer vision. Since medical imaging bear …

Reproducible brain-wide association studies require thousands of individuals

S Marek, B Tervo-Clemmens, FJ Calabro, DF Montez… - Nature, 2022 - nature.com
Magnetic resonance imaging (MRI) has transformed our understanding of the human brain
through well-replicated map** of abilities to specific structures (for example, lesion …

Hungry hungry hippos: Towards language modeling with state space models

DY Fu, T Dao, KK Saab, AW Thomas, A Rudra… - ar** neurotransmitter systems to the structural and functional organization of the human neocortex
JY Hansen, G Shafiei, RD Markello, K Smart… - Nature …, 2022 - nature.com
Neurotransmitter receptors support the propagation of signals in the human brain. How
receptor systems are situated within macro-scale neuroanatomy and how they shape …

Confronting racially exclusionary practices in the acquisition and analyses of neuroimaging data

JA Ricard, TC Parker, E Dhamala, J Kwasa… - Nature …, 2023 - nature.com
Across the brain sciences, institutions and individuals have begun to actively acknowledge
and address the presence of racism, bias, and associated barriers to inclusivity within our …

[HTML][HTML] Deep learning based synthesis of MRI, CT and PET: Review and analysis

S Dayarathna, KT Islam, S Uribe, G Yang, M Hayat… - Medical image …, 2024 - Elsevier
Medical image synthesis represents a critical area of research in clinical decision-making,
aiming to overcome the challenges associated with acquiring multiple image modalities for …