Affiliations: Civic Health Innovation Labs (CHIL) @livunichil.bsky.social, @thepandemicinst.bsky.social, @livuni-phps.bsky.social, @livuni-iph.bsky.social, @liverpooluni.bsky.social.
❓ How can we use AI and open data to help uncover and prevent harm in healthcare? #DataScience #PublicHealth
👤 Guest: Sam Osian, Doctoral Researcher in Health Data Science at the University of Liverpool!
📹 YouTube: youtu.be/hHEHfuobnB0
🎧 Spotify👇
🐔 Two commercial poultry premises (near Swaffham, Norfolk; near Gainsborough, Lincolnshire).
📊 52 confirmed HPAI H5N1 cases in poultry & other captive birds from 01 Oct 2025
🏴 England: 41
🏴 Scotland: 1
🏴 Wales: 7
🇬🇧 Northern Ireland: 3
🐔 Two commercial poultry premises (near Swaffham, Norfolk; near Gainsborough, Lincolnshire).
📊 52 confirmed HPAI H5N1 cases in poultry & other captive birds from 01 Oct 2025
🏴 England: 41
🏴 Scotland: 1
🏴 Wales: 7
🇬🇧 Northern Ireland: 3
🗓️ Covers Oct 2025
📊 Outbreaks reported in Africa, Americas, Asia & Europe: 72 in poultry; 154 in non-poultry birds & mammals.
▶️ Reported total of 3,444,691 poultry birds died or culled
🔗: www.woah.org/app/uploads/...
🗓️ Covers Oct 2025
📊 Outbreaks reported in Africa, Americas, Asia & Europe: 72 in poultry; 154 in non-poultry birds & mammals.
▶️ Reported total of 3,444,691 poultry birds died or culled
🔗: www.woah.org/app/uploads/...
🐔 Commercial poultry near Claydon, Suffolk.
📊 50 confirmed HPAI H5N1 cases in poultry & other captive birds from 01 Oct 2025
🏴 England: 39
🏴 Scotland: 1
🏴 Wales: 7
🇬🇧 Northern Ireland: 3
🔗: www.gov.uk/government/n...
🐔 Commercial poultry near Claydon, Suffolk.
📊 50 confirmed HPAI H5N1 cases in poultry & other captive birds from 01 Oct 2025
🏴 England: 39
🏴 Scotland: 1
🏴 Wales: 7
🇬🇧 Northern Ireland: 3
🔗: www.gov.uk/government/n...
🗓️ Data up to week 46 2025 (10-16 Nov 2025)
📊 Unusually early start to influenza season in England. Influenza activity showing mixed trends. Circulating at low levels.
🔗: www.gov.uk/government/s...
🗓️ Data up to week 46 2025 (10-16 Nov 2025)
📊 Unusually early start to influenza season in England. Influenza activity showing mixed trends. Circulating at low levels.
🔗: www.gov.uk/government/s...
🐔 Commercial poultry near Driffield, East Riding of Yorkshire.
📊 48 confirmed HPAI H5N1 cases in poultry & other captive birds from 01 Oct 2025
🏴 England: 37
🏴 Scotland: 1
🏴 Wales: 7
🇬🇧 Northern Ireland: 3
🔗: www.gov.uk/government/n...
🐔 Commercial poultry near Driffield, East Riding of Yorkshire.
📊 48 confirmed HPAI H5N1 cases in poultry & other captive birds from 01 Oct 2025
🏴 England: 37
🏴 Scotland: 1
🏴 Wales: 7
🇬🇧 Northern Ireland: 3
🔗: www.gov.uk/government/n...
🗺️ GSIDD serves the global community of researchers, practitioners and educators in infectious disease dynamics.
🔗: www.gsidd.org
🗺️ GSIDD serves the global community of researchers, practitioners and educators in infectious disease dynamics.
🔗: www.gsidd.org
🗓️ Report period: 28 Oct - 11 Nov 2025
🔗 to report: assets.publishing.service.gov.uk/media/691b32...
🗓️ Report period: 28 Oct - 11 Nov 2025
🔗 to report: assets.publishing.service.gov.uk/media/691b32...
🐔 Commercial poultry unit near Milford Haven, Wales.
🐔 Backyard poultry flock in Suffolk.
📊 47 confirmed HPAI H5N1 cases in poultry & other captive birds from 01 Oct 2025
🏴 England: 36
🏴 Scotland: 1
🏴 Wales: 7
🇬🇧 Northern Ireland: 3
🐔 Commercial poultry unit near Milford Haven, Wales.
🐔 Backyard poultry flock in Suffolk.
📊 47 confirmed HPAI H5N1 cases in poultry & other captive birds from 01 Oct 2025
🏴 England: 36
🏴 Scotland: 1
🏴 Wales: 7
🇬🇧 Northern Ireland: 3
You'll design mathematical models using vaccine data and Electronic Health Records to analyse recent transmission patterns, get in touch!
You'll design mathematical models using vaccine data and Electronic Health Records to analyse recent transmission patterns, get in touch!
🐔 Large commercial poultry unit near Thorne, South Yorkshire.
📊 45 confirmed HPAI H5N1 cases in poultry & other captive birds from 01 Oct 2025
🏴 England: 35
🏴 Scotland: 1
🏴 Wales: 6
🇬🇧 Northern Ireland: 3
🔗: www.gov.uk/government/n...
🐔 Large commercial poultry unit near Thorne, South Yorkshire.
📊 45 confirmed HPAI H5N1 cases in poultry & other captive birds from 01 Oct 2025
🏴 England: 35
🏴 Scotland: 1
🏴 Wales: 6
🇬🇧 Northern Ireland: 3
🔗: www.gov.uk/government/n...
afludiary.blogspot.com/2025/11/cdc-...
afludiary.blogspot.com/2025/11/cdc-...
🐔 Large commercial poultry unit in Norfolk
🐦 2 x small group of captive birds (Norfolk,Devon)
📊 44 confirmed HPAI H5N1 cases in poultry & other captive birds from 01 Oct 2025
🏴 England: 34
🏴 Scotland: 1
🏴 Wales: 6
🇬🇧 Northern Ireland: 3
🐔 Large commercial poultry unit in Norfolk
🐦 2 x small group of captive birds (Norfolk,Devon)
📊 44 confirmed HPAI H5N1 cases in poultry & other captive birds from 01 Oct 2025
🏴 England: 34
🏴 Scotland: 1
🏴 Wales: 6
🇬🇧 Northern Ireland: 3
The data support what we've seen in the wastewater, Walgreens, & genome sequencing data.
Flu rates are low, but rising (especially in kids).
70% of subtyped viruses were H3 and 50% of those were the "K" variant.
Now is the time to get vaccinated.
We're also seeing wastewater signals in Georgia rising, in support of what Walgreens is report.
The virus is an H3N2, but has mutations that suggest it may evade some prior immunity.
We're not seeing much activity in the US, but that may be changing.
A 🧵 on what signals I'm watching.
www.bbc.com/news/article...
The data support what we've seen in the wastewater, Walgreens, & genome sequencing data.
Flu rates are low, but rising (especially in kids).
70% of subtyped viruses were H3 and 50% of those were the "K" variant.
Now is the time to get vaccinated.
🐦 Small backyard flock of captive birds near Pontyberem, Carmarthenshire, Wales.
📊 41 confirmed HPAI H5N1 cases in poultry & other captive birds from 01 Oct 2025
🏴 England: 31
🏴 Scotland: 1
🏴 Wales: 6
🇬🇧 Northern Ireland: 3
🐦 Small backyard flock of captive birds near Pontyberem, Carmarthenshire, Wales.
📊 41 confirmed HPAI H5N1 cases in poultry & other captive birds from 01 Oct 2025
🏴 England: 31
🏴 Scotland: 1
🏴 Wales: 6
🇬🇧 Northern Ireland: 3
🐔 Commercial poultry flock in Norfolk
🐦 Small backyard flock of captive birds in Cumbria
📊 40 confirmed HPAI H5N1 cases in poultry & other captive birds from 01 Oct 2025
🏴 England: 31
🏴 Scotland: 1
🏴 Wales: 5
🇬🇧 Northern Ireland: 3
🐔 Commercial poultry flock in Norfolk
🐦 Small backyard flock of captive birds in Cumbria
📊 40 confirmed HPAI H5N1 cases in poultry & other captive birds from 01 Oct 2025
🏴 England: 31
🏴 Scotland: 1
🏴 Wales: 5
🇬🇧 Northern Ireland: 3
🗓️ Based on data up to week 45 2025 (03-09 Nov 2025)
📊 Unusually early start to influenza season in England. Circulation remains high in children & young adults.
Report 🔗: www.gov.uk/government/s...
🗓️ Based on data up to week 45 2025 (03-09 Nov 2025)
📊 Unusually early start to influenza season in England. Circulation remains high in children & young adults.
Report 🔗: www.gov.uk/government/s...
🐔 Commercial poultry unit in Suffolk.
🐔 Commercial poultry flock near Lanark, Scotland.
📊 38 confirmed HPAI H5N1 cases in poultry & other captive birds from 01 Oct 2025
🏴 England: 29
🏴 Scotland: 1
🏴 Wales: 5
🇬🇧 Northern Ireland: 3
🐔 Commercial poultry unit in Suffolk.
🐔 Commercial poultry flock near Lanark, Scotland.
📊 38 confirmed HPAI H5N1 cases in poultry & other captive birds from 01 Oct 2025
🏴 England: 29
🏴 Scotland: 1
🏴 Wales: 5
🇬🇧 Northern Ireland: 3
🗓️ Taking place 13-17 July 2026
❓Planning to attend ECMTB 2026 & interested in speaking at a minisymposium on epidemiological-behavioural modelling? #IDsky #EpiSky 🧪
✍️ Express that interest by signing up here: forms.cloud.microsoft/e/bBjFjRD3Wd
🗓️ Taking place 13-17 July 2026
❓Planning to attend ECMTB 2026 & interested in speaking at a minisymposium on epidemiological-behavioural modelling? #IDsky #EpiSky 🧪
✍️ Express that interest by signing up here: forms.cloud.microsoft/e/bBjFjRD3Wd
On the bright side, our data shows that this year's vaccines offer good protection against the virus - to both children and adults.
Details here: https://bit.ly/47LEXZW
On the bright side, our data shows that this year's vaccines offer good protection against the virus - to both children and adults.
Details here: https://bit.ly/47LEXZW
We're also seeing wastewater signals in Georgia rising, in support of what Walgreens is report.
The virus is an H3N2, but has mutations that suggest it may evade some prior immunity.
We're not seeing much activity in the US, but that may be changing.
A 🧵 on what signals I'm watching.
www.bbc.com/news/article...
We're also seeing wastewater signals in Georgia rising, in support of what Walgreens is report.
🐔 Commercial poultry at premises near Welshpool, Wales.
📊 36 confirmed HPAI H5N1 cases in poultry & other captive birds in UK from 01 Oct 2025
🏴 England: 28
🏴 Scotland: 0
🏴 Wales: 5
🇬🇧 Northern Ireland: 3
🔗: www.gov.uk/government/n...
🐔 Commercial poultry at premises near Welshpool, Wales.
📊 36 confirmed HPAI H5N1 cases in poultry & other captive birds in UK from 01 Oct 2025
🏴 England: 28
🏴 Scotland: 0
🏴 Wales: 5
🇬🇧 Northern Ireland: 3
🔗: www.gov.uk/government/n...