Creyos’ Post

🧠 Exciting Developments in EEG-Based BCI for Healthcare! 🌐 I am thrilled to share the latest breakthroughs at the intersection of EEG technology and healthcare! 🚀 🔬 In the Brain-Computer Interface (BCI) realm, EEG is pivotal in revolutionizing healthcare applications. The recent strides in EEG-based research are not just pushing boundaries but redefining our approach to patient care and neurological diagnostics. 🌐 Unlocking Insights: EEG offers an unparalleled window into the brain's activity, enabling us to decode neural signals and glean valuable insights. This translates into a profound impact on understanding cognitive processes, mental health, and neurological disorders. 💡 Healthcare Applications: The applications range from early detection of neurological disorders to personalized treatment plans. EEG-based BCI is proving invaluable in monitoring and managing conditions like epilepsy, sleep disorders, and even mental health challenges. 🤝 Collaboration & Innovation: The collaborative efforts between neuroscientists, engineers, and healthcare professionals drive these advancements. Interdisciplinary collaboration is key to harnessing the full potential of EEG-based BCI in healthcare. 📈 Research Highlights: Real-time Monitoring: EEG allows for real-time monitoring of brain activity, aiding in swift intervention and personalized patient care. Precision Medicine: Tailoring treatments based on individual brain patterns is a promising avenue for precision medicine. Enhanced Rehabilitation: BCI applications aid rehabilitation efforts, particularly in stroke recovery and motor function restoration. 🌐 Looking Forward: The future for EEG-based BCI in healthcare is bright, with ongoing research poised to uncover even more applications. As we continue to innovate, let's keep the conversation going! 🚀 #BCI #HealthTech #Neuroscience #EEGInHealthcare #Innovation #HealthcareRevolution #NeuroTech #ResearchUpdate #woxsenuniversity #AIinEducation

#researchatnecstlab - #NECSTFridayTalk On Friday, 11.10.2024, we will have a new talk for the series of our #NECSTFridayTalk. The speaker will be Eleonora Maggioni, Professor at Dipartimento di Elettronica, Informazione e Bioingengeria - Politecnico di Milano di Elettronica, Informazione e Bioingegneria. In the following, you can find the details about the talk: 📌 Title: Multimodal and multicentric data integration for studying psychiatric disorders 📌 Abstract: Recent technological advancements in the neuroscientific field have created unique opportunities for increasing our knowledge of the human brain. The complex search for quantitative biomarkers of mental illnesses can benefit from the use of neuroimaging and electrophysiological techniques and even more from their combination, as well as from the integration of data shared across multiple centers. This talk will explore the domains of multimodal and multicenter integration that are more relevant in the study of the neural bases of affective and psychotic disorders. The principles, advantages, and challenges of the main neuroimaging and electrophysiological techniques and of the relative integration approaches will be discussed, focusing on current and potential applications in psychiatric research 📌 Time: 11:30am 📌 Location: live from the NECSTLab Meeting Room or online on Zoom: https://lnkd.in/dTwshy65 #NECSTLab #Computerscience 

A couple of weeks ago, our collaborative work on non-spatial attention in humans and non-invasive brain stimulation using #EEG, #fMRI and #tACS was published in the journal Nature Human Behaviour! The results demonstrate that non-spatial attention relies on ongoing prefrontal excitability states, which are probably regulated by slow oscillatory dynamics, that orchestrate goal-oriented behavior. Check it out here: https://lnkd.in/ePg4iihq #simulation #modeling #insilico #brainstimulation #research

🎥 SPOTLIGHT CLIP: The #brain 🧠 is the command center of the human body, controlling thoughts, memory, movement, and emotions. It has long been believed that brain #health reflects the overall health of a person. Now, #digital assessments using #MachineLearning and #ArtificialIntelligence can potentially revolutionize how we monitor 𝐧𝐞𝐮𝐫𝐨𝐝𝐞𝐠𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐯𝐞 𝐝𝐢𝐬𝐞𝐚𝐬𝐞𝐬 𝐚𝐧𝐝 𝐦𝐞𝐧𝐭𝐚𝐥 𝐡𝐞𝐚𝐥𝐭𝐡 𝐢𝐬𝐬𝐮𝐞𝐬. 𝘼𝙙𝙫𝙖𝙣𝙘𝙚𝙢𝙚𝙣𝙩𝙨 is spotlighting ViewMind Inc., a company that develops 𝐨𝐜𝐮𝐥𝐚𝐫 𝐝𝐢𝐠𝐢𝐭𝐚𝐥 𝐛𝐢𝐨𝐦𝐚𝐫𝐤𝐞𝐫𝐬 for precision drug development. 👁️ The company's assessment tool - tracking #eye movements to discern #brainhealth - could enable the development of drugs to target diseases before irreversible damage has occurred. 💊 Borne out of decades of #research on how eye movements correlate to different brain functions, ViewMind’s assessment tool can potentially alter the way 𝐛𝐫𝐚𝐢𝐧 𝐝𝐢𝐬𝐨𝐫𝐝𝐞𝐫𝐬 𝐚𝐫𝐞 𝐦𝐨𝐧𝐢𝐭𝐨𝐫𝐞𝐝, 𝐝𝐢𝐚𝐠𝐧𝐨𝐬𝐞𝐝 𝐚𝐧𝐝 𝐚𝐬𝐬𝐞𝐬𝐬𝐞𝐝, and lead to proactive, preventative brain health check-ups for everyone at any stage of life. “𝙏𝙝𝙚 𝙚𝙮𝙚 𝙞𝙨 𝙩𝙝𝙚 𝙬𝙞𝙣𝙙𝙤𝙬 𝙩𝙤 𝙩𝙝𝙚 𝙗𝙧𝙖𝙞𝙣, 𝙖𝙣𝙙 𝙑𝙞𝙚𝙬𝙈𝙞𝙣𝙙’𝙨 𝙩𝙚𝙘𝙝𝙣𝙤𝙡𝙤𝙜𝙮 𝙖𝙣𝙖𝙡𝙮𝙯𝙚𝙨 𝙚𝙮𝙚 𝙢𝙤𝙫𝙚𝙢𝙚𝙣𝙩𝙨 𝙪𝙨𝙞𝙣𝙜 𝙈𝙇 𝙖𝙣𝙙 𝘼𝙄. 𝙊𝙪𝙧 𝙩𝙚𝙘𝙝𝙣𝙤𝙡𝙤𝙜𝙮 𝙝𝙖𝙨 𝙩𝙝𝙚 𝙥𝙤𝙩𝙚𝙣𝙩𝙞𝙖𝙡 𝙩𝙤 𝙢𝙚𝙖𝙨𝙪𝙧𝙚 𝙫𝙚𝙧𝙮 𝙨𝙪𝙗𝙩𝙡𝙚 𝙘𝙝𝙖𝙣𝙜𝙚𝙨 𝙧𝙚𝙥𝙚𝙖𝙩𝙖𝙗𝙡𝙮, 𝙖𝙣𝙙 𝙩𝙝𝙞𝙨 𝙘𝙖𝙣 𝙥𝙧𝙤𝙫𝙞𝙙𝙚 𝙖 𝙨𝙞𝙜𝙣𝙞𝙛𝙞𝙘𝙖𝙣𝙩 𝙖𝙙𝙫𝙖𝙣𝙘𝙚𝙢𝙚𝙣𝙩 𝙞𝙣 𝙗𝙚𝙞𝙣𝙜 𝙖𝙗𝙡𝙚 𝙩𝙤 𝙢𝙚𝙖𝙨𝙪𝙧𝙚 𝙩𝙝𝙚 𝙞𝙢𝙥𝙖𝙘𝙩 𝙤𝙛 𝙩𝙧𝙚𝙖𝙩𝙢𝙚𝙣𝙩 𝙖𝙣𝙙 𝙩𝙝𝙚 𝙥𝙧𝙤𝙜𝙧𝙚𝙨𝙨𝙞𝙤𝙣 𝙤𝙛 𝙙𝙞𝙨𝙚𝙖𝙨𝙚.” Watch short snippets from the show with CEO & Co-Founder Mark Edwards; Yaakov Stern, Professor of Neuropsychology at Columbia University Irving Medical Center; and Juan Granada, President & CEO of Cardiovascular Research Foundation. #biotechnology #biomarkers #science #AI #ML #software #diagnostics 🎬 𝘼𝙙𝙫𝙖𝙣𝙘𝙚𝙢𝙚𝙣𝙩𝙨

🔔 Check out our new paper in Sensors! I would like to sincerely thank my colleagues, Prof. Saeid Sanei and Dr. Hamed Azami, for their invaluable guidance and support. This is the first study to examine both periodic and aperiodic components, comparing them with conventional PSD to classify Major Depressive Disorder (MDD) patients and Healthy Controls (HCs) at both the sensor-level and through eLORETA source-level analysis. Our focus on the alpha and theta frequency ranges, which are linked to disruptions in neurotransmitter systems involved in emotional regulation, cognitive processes, and neurobiological changes associated with the disorder, allowed us to uncover deeper insights into the neurophysiological differences between MDD and HC. This approach could potentially lead to more precise diagnostic tools. It is available here ⬇ https://lnkd.in/eRZW_63Z #EEG #MDD #periodic #aperiodic #eLORETA

🚀 Most Viewed Article Spotlight! 🚀 Check out the most popular study, 'Neurocognitive, Autonomic, and Mood Effects of Adderall: A Pilot Study of Healthy College Students' by Weyandt, L. L. et al. This fascinating research is drawing massive interest—find out why it’s a must-read! Link: https://lnkd.in/d-cH8Cvr #TopViewed #AdderallResearch #CognitiveHealth #Neuroscience #PharmacyInsight

🎥 SPOTLIGHT CLIP: The #brain 🧠 is the command center of the human body, controlling thoughts, memory, movement, and emotions. It has long been believed that brain #health reflects the overall health of a person. Now, #digital assessments using #MachineLearning and #ArtificialIntelligence can potentially revolutionize how we monitor 𝐧𝐞𝐮𝐫𝐨𝐝𝐞𝐠𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐯𝐞 𝐝𝐢𝐬𝐞𝐚𝐬𝐞𝐬 𝐚𝐧𝐝 𝐦𝐞𝐧𝐭𝐚𝐥 𝐡𝐞𝐚𝐥𝐭𝐡 𝐢𝐬𝐬𝐮𝐞𝐬. We’re spotlighting ViewMind Inc., a company that develops 𝐨𝐜𝐮𝐥𝐚𝐫 𝐝𝐢𝐠𝐢𝐭𝐚𝐥 𝐛𝐢𝐨𝐦𝐚𝐫𝐤𝐞𝐫𝐬 for precision drug development. 👁️ The company's assessment tool - tracking #eye movements to discern #brainhealth - could enable the development of drugs to target diseases before irreversible damage has occurred. 💊 Borne out of decades of #research on how eye movements correlate to different brain functions, ViewMind’s assessment tool can potentially alter the way 𝐛𝐫𝐚𝐢𝐧 𝐝𝐢𝐬𝐨𝐫𝐝𝐞𝐫𝐬 𝐚𝐫𝐞 𝐦𝐨𝐧𝐢𝐭𝐨𝐫𝐞𝐝, 𝐝𝐢𝐚𝐠𝐧𝐨𝐬𝐞𝐝 𝐚𝐧𝐝 𝐚𝐬𝐬𝐞𝐬𝐬𝐞𝐝, and lead to proactive, preventative brain health check-ups for everyone at every stage of life. “𝙏𝙝𝙚 𝙚𝙮𝙚 𝙞𝙨 𝙩𝙝𝙚 𝙬𝙞𝙣𝙙𝙤𝙬 𝙩𝙤 𝙩𝙝𝙚 𝙗𝙧𝙖𝙞𝙣, 𝙖𝙣𝙙 𝙑𝙞𝙚𝙬𝙈𝙞𝙣𝙙’𝙨 𝙩𝙚𝙘𝙝𝙣𝙤𝙡𝙤𝙜𝙮 𝙖𝙣𝙖𝙡𝙮𝙯𝙚𝙨 𝙚𝙮𝙚 𝙢𝙤𝙫𝙚𝙢𝙚𝙣𝙩𝙨 𝙪𝙨𝙞𝙣𝙜 𝙈𝙇 𝙖𝙣𝙙 𝘼𝙄. 𝙊𝙪𝙧 𝙩𝙚𝙘𝙝𝙣𝙤𝙡𝙤𝙜𝙮 𝙝𝙖𝙨 𝙩𝙝𝙚 𝙥𝙤𝙩𝙚𝙣𝙩𝙞𝙖𝙡 𝙩𝙤 𝙢𝙚𝙖𝙨𝙪𝙧𝙚 𝙫𝙚𝙧𝙮 𝙨𝙪𝙗𝙩𝙡𝙚 𝙘𝙝𝙖𝙣𝙜𝙚𝙨 𝙧𝙚𝙥𝙚𝙖𝙩𝙖𝙗𝙡𝙮, 𝙖𝙣𝙙 𝙩𝙝𝙞𝙨 𝙘𝙖𝙣 𝙥𝙧𝙤𝙫𝙞𝙙𝙚 𝙖 𝙨𝙞𝙜𝙣𝙞𝙛𝙞𝙘𝙖𝙣𝙩 𝙖𝙙𝙫𝙖𝙣𝙘𝙚𝙢𝙚𝙣𝙩 𝙞𝙣 𝙗𝙚𝙞𝙣𝙜 𝙖𝙗𝙡𝙚 𝙩𝙤 𝙢𝙚𝙖𝙨𝙪𝙧𝙚 𝙩𝙝𝙚 𝙞𝙢𝙥𝙖𝙘𝙩 𝙤𝙛 𝙩𝙧𝙚𝙖𝙩𝙢𝙚𝙣𝙩 𝙖𝙣𝙙 𝙩𝙝𝙚 𝙥𝙧𝙤𝙜𝙧𝙚𝙨𝙨𝙞𝙤𝙣 𝙤𝙛 𝙙𝙞𝙨𝙚𝙖𝙨𝙚.” Watch short snippets from our recent segment with CEO & Co-Founder Mark Edwards; Yaakov Stern, Professor of Neuropsychology at Columbia University Irving Medical Center; and Juan Granada, President & CEO of Cardiovascular Research Foundation. #biotechnology #biomarkers #science #AI #ML #pharma #diagnostics 🎬 𝗗𝗠𝗚 𝗣𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻𝘀

Part 1: Background: 10-Hz repetitive transcranial magnetic stimulation(rTMS) and intermittent theta-burst stimulation(iTBS) over left prefrontal cortex are FDA-approved, effective options for treatment-resistant depression (TRD). Optimal prediction models for iTBS and rTMS remain elusive. Therefore, our primary objective was to compare prediction accuracy between classification by frontal theta activity alone and machine learning(ML) models by linear and non-linear frontal signals. The second objective was to study an optimal ML model for predicting responses to rTMS and iTBS. Methods: Two rTMS and iTBS datasets (n = 163) were used: one randomized controlled trial dataset (RCTD; n = 96) and one outpatient dataset (OPD; n = 67). Frontal theta and non-linear EEG features that reflect trend, stability, and complexity were extracted. Pretreatment frontal EEG and ML algorithms, including classical support vector machine(SVM), random forest(RF), XGBoost, and CatBoost, were analyzed. Responses were defined as ≥50 % depression improvement after treatment. Response rates between those with and without pretreatment prediction in another independent outpatient cohort (n = 208) were compared. (...) Li CT, Chen CS, Cheng CM, Chen CP, Chen JP, Chen MH, Bai YM, Tsai SJ. Prediction of antidepressant responses to non-invasive brain stimulation using frontal electroencephalogram signals: Cross-dataset comparisons and validation. J Affect Disord. 2023 Dec 15;343:86-95. doi: 10.1016/j.jad.2023.08.059. Epub 2023 Aug 12. PMID: 37579885. #Gesundheit #Bildung #Fuehrung #Coaching #Mindset #Motivation #Gehirn #Neuroscience #Psychologie #Persoenlichkeitsentwicklung #Kindheit #KeyNoteSpeaker #Humangenetik #Biochemie #Neuroleadership #Ernaehrung #Transformation #Stress #Demografie #Gender #Age #interkulturelleKompetenz #Epigenetik #Veraenderung #EmotionaleIntelligenz #Change #Gesellschaft #Organisationsentwicklung #Philosophie #Beratung # Quantum

Invitation to tender!📢 We are commissioning a literature review on neurotechnology, to help inform our future work on brain interventions. 🧠 This work falls under our 'Mind and Brain' priority area, as set out in our new strategy, #MakingEthicsMatter. Advancements in mind and brain research represent some of today’s most urgent and important developments in biomedicine and health. We believe it is an area that raises critical ethical, social and policy issues that have the potential to impact society. ❗ As part of our work on this topic, we are looking to further consider: 💭 > Developments in brain interventions, > Opportunities and concerns they may give rise to, > The action needed to ensure they are developed and used safely and responsibly whilst still encouraging innovation. Find more information about this project and the requirements for this work, here: https://bit.ly/NB_Jobs 🔗 Apply by: 5pm, 5 July 2024 🗓️ #neurotechnology #mind #brain #bioethics #LiteratureReview #BrainResearch #biomedicine #health #innovation #researchers #policy

Effects of virtual reality-based cognitive interventions on cognitive function and activity of daily living among stroke patients: Systematic review and meta-analysis https://lnkd.in/drSrnwXd #physiotherapy #physicaltherapy #physio #research