The International Neuroinformatics Coordinating Facility (INCF) hosted their Neuroinformatics Assembly on 19 ^th -23 ^rd April 2021. This conference aims to highlight open innovation in neuroscience, and additionally to showcase recently developed software tools and data infrastructures.

Not only epidemics themselves come in waves, also research into emerging infectious diseases has ups and downs, a Gigascience paper published today reports. The authors at Ben-Gurion University of the Negev analysed more than 35 million papers and explored research (scientometric trends) related to nine different infectious diseases.

Montréal was the venue for Medical Imaging with Deep Learning 2020 (MIDL 2020) that took place on 6-9 July 2020. Due to the COVID-19 crisis, like many meetings this year (such as the ISMB conference we attend every year), the new normal has been to make it a virtual conference.

With much of the GigaScience team spanning the Hong Kong-Shenzhen border and now confined to remote working, the current 2019-novel coronavirus outbreak has been particularly disruptive and close to home.

**A genome scale model of Pseudomonas aeruginosa published recently in GigaScience will help scientists to fight multi-drug-resistant superbugs. Pseudomonas aeruginosa is one of the world’s most dangerous pathogens, causing life-threatening infections. It is increasingly resistant to all antibiotics.

Open data is a critical component of the scientific method, but genomes are both identifiable and predictive.

Building an open, community-supported, e-infrastructure for medical metabolomics data. The European Union’s Horizon 2020 research and innovation programme is funding the PhenoMeNal (Phenome and Metabolome aNalysis) project that aims to support data processing and analysis pipelines for molecular phenotype data generated from metabolomics applications.

In support of Brain Awareness Week, we have asked Cameron Craddock, Director of the Computational NeuroImaging Lab, Nathan S. Kline Institute for Psychiatric Research and Director of Imaging, Child Mind Institute, to write a blog highlighting open science in neuroimaging, and to announce our upcoming publication of the 2015 Brainhack Proceedings and the Brainhack Thematic Series.

**The Human Genetics Massive: #ASHG15 in Baltimore ** This week the human genetics “tribe” (as NIH Director Francis Collins referred to “his people” here) have muscled out the Eastside and Westside crews to take over the Baltimore waterfront for the yearly American Society of Human Genetics (#ASHG15) meeting.

**The Ebola pandemic presents one of the most terrifying world health crises in modern times, with devastating consequences in Western Africa [as this goes to press there are now over 10,000 infections and almost 5,000 deaths]. There is a vast amount of data on this crisis available in rapidly published articles and on the internet (check out PLOS Currents: Outbreaks in particular), including past and current numbers of infected;