[HTML][HTML] Network-medicine framework for studying disease trajectories in US veterans

IF do Valle, B Ferolito, H Gerlovin, L Costa… - Scientific Reports, 2022 - nature.com
A better understanding of the sequential and temporal aspects in which diseases occur in
patient's lives is essential for developing improved intervention strategies that reduce …

[HTML][HTML] Topic modeling identifies novel genetic loci associated with multimorbidities in UK Biobank

Y Zhang, X Jiang, AJ Mentzer, G McVean, G Lunter - Cell Genomics, 2023 - cell.com
Many diseases show patterns of co-occurrence, possibly driven by systemic dysregulation of
underlying processes affecting multiple traits. We have developed a method (treeLFA) for …

[HTML][HTML] Multi-system diseases and death trajectory of metabolic dysfunction-associated fatty liver disease: findings from the UK Biobank

Y Jia, D Li, Y You, J Yu, W Jiang, Y Liu, R Zeng, Z Wan… - BMC medicine, 2023 - Springer
Background Metabolic dysfunction-associated fatty liver disease (MAFLD) is a newly defined
condition encompassing hepatic steatosis and metabolic dysfunction. However, the …

Relationship of family genetic risk score with diagnostic trajectory in a Swedish National Sample of incident cases of major depression, bipolar disorder, other …

KS Kendler, H Ohlsson, J Sundquist… - JAMA psychiatry, 2023 - jamanetwork.com
Importance Since its inception under Kraepelin in the modern era, diagnostic stability and
familial/genetic risk have been among the most important psychiatric nosologic validators …

[HTML][HTML] Temporal patterns of multi-morbidity in 570157 ischemic heart disease patients: a nationwide cohort study

AD Haue, JJA Armenteros, PC Holm… - Cardiovascular …, 2022 - Springer
Background Patients diagnosed with ischemic heart disease (IHD) are becoming
increasingly multi-morbid, and studies designed to analyze the full spectrum are few …

[HTML][HTML] Trajectories network analysis of chronic diseases among middle-aged and older adults: evidence from the China Health and Retirement Longitudinal Study …

J Chen, F Zhang, Y Zhang, Z Lin, K Deng, Q Hou, L Li… - BMC Public Health, 2024 - Springer
Background Given the increased risk of chronic diseases and comorbidity among middle-
aged and older adults in China, it is pivotal to identify the disease trajectory of developing …

Pancreatic cancer symptom trajectories from Danish registry data and free text in electronic health records

JX Hjaltelin, SI Novitski, IF Jørgensen, T Siggaard… - Elife, 2023 - elifesciences.org
Pancreatic cancer is one of the deadliest cancer types with poor treatment options. Better
detection of early symptoms and relevant disease correlations could improve pancreatic …

Disease trajectory of high neuroticism and the relevance to psychiatric disorders: A retro‐prospective cohort study

D Xia, X Han, Y Zeng, J Wang, K Xu… - Acta Psychiatrica …, 2024 - Wiley Online Library
Background Neuroticism is a psychological personality trait that has a significant impact on
public health and is also a potential predisposing factor for adverse disease outcomes; …

EXplainable AI for decision Support to obesity comorbidities diagnosis

GV Aiosa, M Palesi, F Sapuppo - IEEE Access, 2023 - ieeexplore.ieee.org
This paper describes the implementation of a comprehensive clinical decision support
system (CDSS) for the risk factors prediction of comorbidities related to obesity and for the …

Clinical-GAN: trajectory forecasting of clinical events using transformer and generative adversarial networks

V Shankar, E Yousefi, A Manashty, D Blair… - Artificial Intelligence in …, 2023 - Elsevier
Predicting the trajectory of a disease at an early stage can aid physicians in offering effective
treatment, prompt care to patients, and also avoid misdiagnosis. However, forecasting …