"Bosch, Jos A." - Selaus tekijän mukaan TUNICRIS-julkaisut

Viitteet 1-4 / 4

    • Bias in O-Information Estimation 

      Gehlen, Johanna; Li, Jie; Hourican, Cillian; Tassi, Stavroula; Mishra, Pashupati P.; Lehtimäki, Terho; Kähönen, Mika; Raitakari, Olli; Bosch, Jos A.; Quax, Rick (10 / 2024)
      article
      Higher-order relationships are a central concept in the science of complex systems. A popular method of attempting to estimate the higher-order relationships of synergy and redundancy from data is through the O-information. ...

    • Morbidity-bridging metabolic pathways: linking early cardiovascular disease risk and depression symptoms using a multi-modal approach 

      Koloi, Angela; Rydin, Arja; Milaneschi, Yuri; Lamers, Femke; Bosch, Jos A.; Pruin, Emma; van der Laan, Sander W.; Mishra, Pashupati P.; Lehtimäki, Terho; Kähönen, Mika; Raitakari, Olli T.; Fotiadis, Dimitrios I.; Quax, Rick (2025)
      article
      Aims Prevalence of cardiovascular diseases (CVDs) and depression is rising globally. Their co-occurrence associates with poorer outcomes, potentially due to shared metabolic pathways. This study aimed to identify metabolic ...

    • A multilayer network analysis of cardiovascular-depression comorbidity reveals symptom-specific molecular biomarkers 

      Li, Jie; Bosch, Jos A.; Rydin, Arja O.; Hourican, Cillian; Koloi, Angela; Tassi, Stavroula; Mishra, Pashupati P.; Mishra, Binisha H.; Kähönen, Mika; Lehtimäki, Terho; Raitakari, Olli T.; Laaksonen, Reijo; Keltikangas-Järvinen, Liisa; Juonala, Markus; Quax, Rick (24.10.2025)
      article
      Background Cardiovascular diseases (CVD) and depression frequently co-occur, yet the biological mechanisms underpinning this comorbidity remain poorly understood. This may reflect complex, non-linear associations across ...

    • Predicting early-stage coronary artery disease using machine learning and routine clinical biomarkers improved by augmented virtual data 

      Koloi, Angela; Loukas, Vasileios S.; Hourican, Cillian; Sakellarios, Antonis I.; Quax, Rick; Mishra, Pashupati P.; Lehtimäki, Terho; Raitakari, Olli T.; Papaloukas, Costas; Bosch, Jos A.; März, Winfried; Fotiadis, Dimitrios I. (09 / 2024)
      article
      Aims: Coronary artery disease (CAD) is a highly prevalent disease with modifiable risk factors. In patients with suspected obstructive CAD, evaluating the pre-test probability model is crucial for diagnosis, although its ...