Breaking News
March 26, 2019 - Finding the elusive drinking ‘brake’
March 26, 2019 - Using the Mastermind strategy in brain research
March 26, 2019 - Synthetic biological logic gate could one day be used to modify cellular function
March 26, 2019 - Researchers uncover large-scale brain patterns and networks which control sleep
March 26, 2019 - Scientific Symposium at LABVOLUTION focuses on key issues in life sciences
March 26, 2019 - Screen time plus snacking could increase risk for metabolic syndrome in teens
March 26, 2019 - Attention, Seniors: Drink More Water and Head Off Disease
March 26, 2019 - Peptide shows promise for protecting kidneys from nephritis
March 26, 2019 - Causes of diabetes decline or disappear when ‘zombie cells’ are removed, shows study
March 26, 2019 - Scientists identify common genetic variants associated with post-stroke recovery
March 26, 2019 - Study finds link between menopause and changes in body composition
March 26, 2019 - Higher levels of sex hormones in older men related to lower biological age
March 26, 2019 - Research links participation in team sports to larger hippocampal volumes in children
March 26, 2019 - Cerveau announces research collaboration agreement with Eisai for novel tau imaging agent
March 26, 2019 - New technique measures frequency of sounds emitted from biological structures
March 26, 2019 - Removal of ‘zombie cells’ alleviates causes of diabetes in obese mice
March 26, 2019 - Women exposed to deepwater horizon oil spill continue to experience PTSD symptoms
March 26, 2019 - Shaping new treatments for tuberculosis
March 26, 2019 - Understanding genetic interactions holds key to new personalized therapies
March 26, 2019 - Nervous system relies on guidance cues for neuronal axons to reach destinations
March 26, 2019 - Altering gut microbiome may be potential treatment option for PCOS
March 26, 2019 - Moleculin Files with FDA for Expedited Approval Pathway for Annamycin
March 26, 2019 - GPs play pivotal role in ensuring success of new Faster Diagnosis Standard for Cancer
March 26, 2019 - New clues discovered to lung transplant rejection
March 26, 2019 - New study offers insight into development of delusions
March 26, 2019 - Children’s ball pits full of pathogenic microbes
March 26, 2019 - Exploring pathophysiological factors that link sleep problems and Alzheimer’s disease
March 26, 2019 - Walking downhill after meals can reduce bone resorption in postmenopausal women with diabetes
March 26, 2019 - USA LESS Issues Voluntary Nationwide Recall of LEOPARD Miracle Honey Due to Presence of Undeclared Sildenafil
March 26, 2019 - CT scan prior to spine fusion finds almost half of patients had undiagnosed osteoporosis
March 26, 2019 - After 2 Apparent Student Suicides, Parkland Grieves Again
March 25, 2019 - Inherited form of rickets improves more with new injectable medicine than conventional therapy
March 25, 2019 - Trastuzumab Tied to Higher Long-Term Risk for Heart Failure
March 25, 2019 - Personal context directly affects CPAP use
March 25, 2019 - Mosquito tracking key to preventing disease outbreaks
March 25, 2019 - Scientists Detect Hidden Signals from Beneficial Bacteria
March 25, 2019 - Treating women with thyroid antibodies with Levothyroxine do not increase live birth rate
March 25, 2019 - Brain area that only processes spoken, not written words identified
March 25, 2019 - Race and ethnicity influence fracture risk in diabetic patients
March 25, 2019 - Researchers report new regenerative medicine approach for treating osteoarthritis of the knee
March 25, 2019 - Exposure to dim light at night may contribute to spread of breast cancer to bones
March 25, 2019 - Benefits of osteoporosis treatment in postmenopausal women outweigh the perceived risks
March 25, 2019 - Researchers find evidence of Cryptosporidium parasite in Minnesota’s public water systems
March 25, 2019 - Three Clues to Raised Risk of Miscarriage
March 25, 2019 - Structured play helps toddlers self-regulate, altering their life course
March 25, 2019 - Translating horror into justice: Stanford psychiatrist advocates for human rights
March 25, 2019 - HORIBA Medical introduces D-Dimer reagent for Yumizen G hemostasis range
March 25, 2019 - Recurrent pregnancy loss may be caused by sperm DNA damage, finds study
March 25, 2019 - Special Collection tracks development of new diagnostic tests for tuberculosis
March 25, 2019 - Air Force develops genetic test to predict mental performance
March 25, 2019 - To abort or not to abort—making difficult choices alone
March 25, 2019 - Computer vision technology could aid ICU care by spotting movement
March 25, 2019 - IONTAS wins ‘Small Business of the Year’ category at Cambridge News Business Excellence Awards 2019
March 25, 2019 - First postpartum depression drug gets FDA nod
March 25, 2019 - Research Recognition Award will help improve lives of young people with absence epilepsy
March 25, 2019 - Bisphosphonates to treat osteoporosis appears to be beneficial for all women
March 25, 2019 - Time-restricted eating may prove to be a dietary intervention against breast cancer
March 25, 2019 - Researchers develop new augmented reality app to assess spatial memory
March 25, 2019 - Dolomite Bio releases new Drop-seq datasets for single-cell RNA sequencing
March 25, 2019 - Hemoglobin A1c blood test may underestimate prevalence of diabetes
March 25, 2019 - Immune system errors linked to development of childhood leukemia
March 25, 2019 - Eating leafy green vegetables may help maintain muscle strength and mobility
March 25, 2019 - BMA secures state-backed clinical negligence indemnity scheme for GP trainees
March 25, 2019 - Biohaven Announces Completion of Pre-NDA Meeting With FDA for Oral CGRP Receptor Antagonist Rimegepant
March 25, 2019 - Adding breakfast to classrooms may have a health downside
March 25, 2019 - She Was Dancing On The Roof And Talking Gibberish. A Special Kind Of ER Helped Her.
March 25, 2019 - KNAUER introduces new Sepapure FPLC columns and media for protein purification tasks
March 25, 2019 - Weight loss in obese migraine sufferers can improve their quality of life
March 25, 2019 - Exposure to particulate air pollution may lead to reduced sperm production
March 25, 2019 - Synthetic peptide appears to disrupt inflammation and protect kidneys from nephritis
March 25, 2019 - New guideline focuses on strategies to improve health of older adults with diabetes
March 25, 2019 - Study evaluates prescribing of preventive drugs at the end of life in older adults with cancer
March 25, 2019 - Radial or femoral approaches for PCI are equal in terms of survival in heart attack patients
March 25, 2019 - Study shows how some autoimmune diseases are more closely related than others
March 25, 2019 - Long term opioid medications impacts production of important hormones
March 25, 2019 - FDA Issues Complete Response Letter for Zynquista (sotagliflozin)
March 25, 2019 - CDC researchers report on trends in hospital breastfeeding policies
March 25, 2019 - States Push For Caregiver Tax Credits
March 25, 2019 - Females on ketogenic diet fail to show metabolic benefits in animal model
March 25, 2019 - Modulating stiffness of blood-forming stem cells could facilitate mobilization procedures
Electric brain signals of males and females show differences

Electric brain signals of males and females show differences

image_pdfDownload PDFimage_print

The electric brain signals, measured by using EEG, of males and females show differences. The difference can’t be detected by visual inspection, not even by the trained eye of a neurologist. A ‘deep learning’ computer is able to find it. Researchers of the University of Twente, the University of Zürich and research institute Brainclinics in Nijmegen, publish these results in Scientific Reports of 15 February.

Male and female brains are different, functionally and anatomically. But that the EEG signals, electro-encephalography by electrodes placed on the skull, show different signals, was not demonstrated yet. For the interpretation of EEG signals, advanced pattern recognition techniques have been developed the last decades. Still, in many cases, the trained eye of the neurologist gives better results. Even these trained eyes don’t recognize a difference between male and female brain rhythms. For this, artificial intelligence, so-called ‘deep learning’ has to help.

Training

The researchers had a large set of over 1300 EEG patterns, from several laboratories, at their disposal. This set has been entered into a learning computer, a so-called ‘convolutional neural network’. This is an artificial neural net existing of several layers and determining over nine million parameters. The network was first trained using  1000 EEG’s of just two minutes, with a known outcome: male or female. This was not a training based on entering specific characteristics, as these were not known beforehand. After training, the computer was fed with an independent set of EEGs. In over 80 percent, the system gives the right answer. This is well above the significance threshold.

Beta activity

The next step: extract the specific features that make the difference, from the neural net. The main difference is in the ‘beta activity’, a frequency range between 20 and 25 Hz. These rhythms have to do with cognition and with tasks that are emotionally positive or negative. It is known from previous research that females are better capable of recognizing emotion: this could indicate a difference in beta activity.  Within the context of this research project, this has not been elaborated further. The outcomes don’t give an answer to transgender issues either.

Personalized treatments

It seems a complicated way of assessing sex, using EEG and strong computing power. An interesting question, however, can be: do females and males respond to neurological or psychiatric disorders in different ways. And thus: is it, based on this knowledge, possible to better tailor the treatment? Apart from that, this research shows that there is a lot more information inside an EEG than meets the eye. Previous research using the combination of EEGs and deep learning, was on sleep analysis, responds to music or early detection of brain diseases. There is enough reason for further exploring this potential, as it could lead to better insights and personalized treatment.

Source:

https://www.utwente.nl/en/news/!/2018/2/290616/male-and-female-brain-rhythms-show-differences

Tagged with:

About author

Related Articles