BBEER
@BBEER_lab
Brno Brain Electrophysiology Engineering and Research group - Computational Neuroscience lab at ISI Brno and BME-neuro lab at ICRC, St. Anne's Hospital
🚨 New publication alert! 🚨 Our latest results show that vigilance state is the strongest driver of interictal biomarker variability—outweighing other confounders for biomarker rates, spatial patterns, and EZ localization.
[Epilepsy] Travnicek et al.: "Vigilance state is the most significant determinant of interictal biomarker variability, and exceeds the impact of all other confounding factors regarding biomarker rates, distribution, and epileptogenic zone localization." doi.org/10.1016/j.clin…
🚀 New publication alert! “The class imbalance problem in automatic localization of the epileptogenic zone for epilepsy surgery: a systematic review” by Valentina Hrtonova. iopscience.iop.org/article/10.108…
📢 Excited to share that Petr Klimeš will be speaking at #ICTALS2025 in Montreal this Wednesday! 🧠 His talk will focus on machine learning approaches to intracranial EEG (iEEG) for outcome prediction in epilepsy surgery. #Epilepsy #iEEG #MachineLearning
🚨 New publication out! "Human brain local field potential recordings during a battery of multilingual cognitive and eye-tracking tasks" A unique open dataset combining intracranial LFPs, cognitive paradigms, and eye-tracking across multiple languages. nature.com/articles/s4159…
Congrats Tamir! 🥳👍
Congratulations Dr. Avigdor on his successful PhD defense! 🎓📜 Best wishes for your future endeavors! @avigdortamir
🚨 New paper out! We present a novel approach for automated epilepsy surgery planning using multimodal features and graph neural networks. Smarter, data-driven decisions for better outcomes. 🧠🔗📊 Read here 👉 academic.oup.com/braincomms/adv…
Rise and shine! 🌞 @avigdortamir's latest work in Advanced Science sheds light on how the human #brain wakes up in the morning! 🧠⏰ Spoiler: it is all about the high frequencies! @Duke_Neurology @TheNeuro_MNI @AdvPortfolio Link: doi.org/10.1002/advs.2…
Having an amazing time at #AES2024 so far! 🎉 Always a fun time connecting with incredible friends and colleagues! Great science and great company! 🧠💖
Zap! ⚡ Curious about how brain stimulation can help spot epileptogenic tissue? Swing by our poster, “Evaluating the Impact of Electrical Stimulation on Electrophysiological Biomarkers for Epileptogenic Tissue Localization” Poster 3.292, Monday #AES2024 @16Zuzka
Get ready to party like it’s 1999 Hz at #AES2024! 🎉🧠 Don’t miss our poster, “Unraveling the Dance of High-frequency Oscillation in Epileptic Human Brain Slices” 🔬✨ Poster #1.050, displayed this Saturday. Let’s talk HFOs and epilepsy! #Epilepsy #Neuroscience @MartinaKolajova
Join us at #AES2024 to explore cutting-edge tech in epilepsy surgery! 🧠✨ Check out our poster, "Graph Neural Networks in Epilepsy Surgery: A Novel Approach for Precise EZ Localization" 🚀 Poster #2.184, displayed this Sunday. Let’s connect! #Epilepsy #AI @hrtonova_v @AnphyLab
Excited to share our research at #AES2024! 🎉 Visit our poster, "Impact of epileptogenic zone resection size on seizure-free outcomes in epilepsy surgery: insights from machine learning" 🧠✨ Poster #2.570, displayed this Sunday. Let's discuss! #EpilepsyResearch #Neuroscience
🚨 New paper alert! 🚨 Our framework provides a comprehensive and reliable method for evaluating ML models in epileptogenic zone localization, enhancing precision and clinical relevance. Advancing AI in epilepsy care! 💡🧠
[Epilepsy] Hrtonova et al.: "The proposed framework offers a comprehensive and reliable method for evaluating machine learning models in epileptogenic zone localization, improving their precision and clinical relevance." Open access: doi.org/10.1016/j.clin…
Deep Layers Forum 2024 Recap Hosted by @AIMT_lab, the event offered tutorials on ML & DL basics with hands-on Python in Colab. Highlights: Aireen’s medical device AI, TESCAN’s AI microscopy, Citymind & Jalud’s sound AI, and atrial fibrillation prediction. linkedin.com/posts/bbeer-la…
📢 Don’t miss Petr Klimes' presentation at #EEC2024! Discover how low-frequency features of SEEG are sufficient for accurate localization of the epileptogenic zone (EZ) and predicting post-surgical outcomes. 🧠✨
Join us at Poster #180 to explore our study on comparing a multi-feature machine learning model to single-feature linear regression for epileptogenic zone localization #eec2024
We are excited to be at the European Epilepsy Congress in Rome! Join us at Poster #180 to explore our study on comparing a multi-feature machine learning model to single-feature linear regression for epileptogenic zone localization #EEC2024 #IlaeWeb @necimba
Key point: High-frequency features do not provide any additional value to the results of standard low-frequency #EEG analysis. doi.org/10.1111/epi.18… #epilepsy #ilae #HFOs #interictalepileptoformdischarges #machinelearning @IlaeWeb @epilepsiajourn @WileyNeuro
Our new publication shows that interictal stereo-EEG features below 45 Hz are sufficient for accurate localization of the epileptogenic zone in epilepsy patients! #epilepsy #Neuroscience
🚨Low vs. high frequencies, where do you stand?🧐 Check out our publication with @BBEER_lab in @EpilepsiaJourn showing that low frequency activity is sufficient to localize the #epilepticfocus and predict #epilepsysurgery outcomes!🧠 Link here: doi.org/10.1111/epi.18…