This is very important publication about precision psychiatry I am a sceptic of web applications and reproducibility. However, knowing some participants of this hackathon personally, I gained some trust. interesting summary for ligand screening and validation corner stone of data analysis gives a good overview on nanopublications and FDO Most important ECS overview on CVD risks in Women This paper is important for developing a human behaviour ontology that we can reuse for our projects in Precision Psychiatry roadmap aiming at biology based biomarkers The paper is explaining why investing in data management plans is a real investment in better research system where reuse would be normalized This paper is describing rules for machine-actionalbe data management plans This paper describes Data Stewardship plan This paper is offering practical guidance of making your own nanopublication and understand their purpose of decentralized manner of publishing this paper is describing how to publish ontologies following the FAIR principles This paper is on how to trasnform legacy vocabulay-print based, or from tables to FAIR vocabulty This paper is discussiong interdiciplinary and international community building perspective on FAIR and AI This article is discussing the best approach to interpreting guiding FAIR principles This paper aims at guiding us to better understand FAIR principles in scientific data management and stewardship The innitial publication about FAIR principles as a corner stone of FAIRification efforts Important mathematical develoment for modelling for human physiology transport processes Innovative approach to early detection of mild cognitive impairment in seemingly healthy older citizens who might develop demientia, more preciselly AD, by use of fractal analysis of recorded EEG in out of clinics setting Fractal analysis of electrophysiological signals to detect and monitor depression: what we know so far? A chapter summarising clinical sensitivity of fractal analysis to help colleagues who wish to use it for furhter detection, monitoring or modelling in human physiology Important theoretical summary on how we can model pharmacokynetics and pharmacodynamics for digital twins application for human physiology transport processes-based on classical modelling Editorial: Innovations in depression diagnosis and treatment outcome monitoring-an important summary of already shown accurate methods for potential further use in clinics Progress in objective detection of depression and online monitoring of patients based on physiological complexity-an important summary of potential alternative used in computational psychiatry and clinical practice in general Important exploration of alternative ways of sensing the ECG signal When heart beats differently in depression: a review of nonlinear HRV measures-an extensive review and commentary of very important connection between depression and potentially life threatening cardiovascular risk not yet sought for in clinical practice An Unexpected Connection from Our Personalized Medicine Approach to Bipolar Depression Forecasting Heart rate and heart rate variability indexes estimated by mechanical signals from a skin-interfaced IMU: a feasibility study-potential alternative for classically recorded ECG 10.1016/j.rpsmen.2022.07.005 The reason why rTMS and tDCS are effective in the treatment of depression-an important take on why some modalities of electromagnetic stimulation of brain are helping depression patients to feel better Progress in Objective Detection of Depression and Online Monitoring of Patients Based on Physiological Complexity-a summary and commentary of history of possible use of nonlinear measures in clinical psychiatry and potential monitoring The Proposition for Bipolar Depression Forecasting Based on Wearable Data Collection Another Godot who is still not coming: More on biomarkers for depressionOtro Godot que todavía no viene: más sobre los biomarcadores de depresión Personalized Characterization of Emotional States in Patients with Bipolar Disorder-a mathematical framework on how mania in bipolar depression could be early predicted A dynamical model of SARS-CoV-2 based on people flow network-an important work on phases of the process important for contagion Discussion on Altered EEG Oscillatory Brain Networks During Music-Listening in Depression Resting State EEG Used For Successful Classification of Depression As a Novel Practice In Psychiatry: a Review Study on what is possible to translate to computational psychiatry practices Inertial Memory Effects in Molecular Transport Across Nanoporous Membranes: a novel mathematical framework on how to model processes in physiology and potentially for digital twins Inertial Memory Effects in Molecular Transport Across Nanoporous Membranes important for more accurate modelling in human physiology, especially for new drugs testing A Protocol for a clinical study to validate Digital Twin for transdermal fentanyl transport Precision Psychiatry Roadmap describing the way how psychiatry can move away from rpesent nosology and reorganize around biology based information to stratify mental illness disorders Dnace on the Brain explores all the aspects why dancing is improving our brain functioning and make connections possible A breakthrough study on dynamic and cluster biomarkers ECG extracted for depression model One of the most important paper in menopause research Nice paper you got there! This paper is written with much thought and discusses the problems of bias on the web Very insightful This is a very detailed paper and it's all reasoned well. There aren't many similarities between album covers and music genres, but the research was done well. Exercise habit formation in new gym members: a longitudinal study Algorithm for generating scale-free networks. Power law distribution. Preferential attachment.