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👇
🐔 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...
🐔 Commercial poultry near Hallow, Worcestershire.
📊 35 confirmed HPAI H5N1 cases in poultry & other captive birds in UK from 01 Oct 2025
🏴 England: 28
🏴 Scotland: 0
🏴 Wales: 4
🇬🇧 Northern Ireland: 3
🔗: www.gov.uk/government/n...
🐔 Commercial poultry near Hallow, Worcestershire.
📊 35 confirmed HPAI H5N1 cases in poultry & other captive birds in UK from 01 Oct 2025
🏴 England: 28
🏴 Scotland: 0
🏴 Wales: 4
🇬🇧 Northern Ireland: 3
🔗: www.gov.uk/government/n...
4️⃣ commercial poultry premises in England
2️⃣ commercial poultry premises in Northern Ireland
📊 34 confirmed cases in poultry & other captive birds from 01 Oct 2025
🏴 England: 27
🏴 Scotland: 0
🏴 Wales: 4
🇬🇧 Northern Ireland: 3
4️⃣ commercial poultry premises in England
2️⃣ commercial poultry premises in Northern Ireland
📊 34 confirmed cases in poultry & other captive birds from 01 Oct 2025
🏴 England: 27
🏴 Scotland: 0
🏴 Wales: 4
🇬🇧 Northern Ireland: 3
❓ 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👇
❓ 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👇
🐔 Large commercial poultry flock in Pembrokeshire
🐔 Small non-commercial poultry flock in Lancashire
📊 28 confirmed cases in poultry & other captive birds from 01 Oct 2025
🏴 England: 23
🏴 Scotland: 0
🏴 Wales: 4
🇬🇧 Northern Ireland: 1
🐔 Large commercial poultry flock in Pembrokeshire
🐔 Small non-commercial poultry flock in Lancashire
📊 28 confirmed cases in poultry & other captive birds from 01 Oct 2025
🏴 England: 23
🏴 Scotland: 0
🏴 Wales: 4
🇬🇧 Northern Ireland: 1
🗓️ Based on data up to week 44 2025 (27 Oct – 02 Nov 2025)
📊 Unusually early start to influenza season in England. Influenza activity at low levels & increasing.
Report 🔗: www.gov.uk/government/s...
🗓️ Based on data up to week 44 2025 (27 Oct – 02 Nov 2025)
📊 Unusually early start to influenza season in England. Influenza activity at low levels & increasing.
Report 🔗: www.gov.uk/government/s...
🐔 Small commercial poultry flock in Lincolnshire
🐦 In captive birds in Lancashire
📊 26 confirmed HPAI H5N1 cases in poultry & other captive birds in UK from 01 Oct 2025
🏴 England: 22
🏴 Scotland: 0
🏴 Wales: 3
🇬🇧 Northern Ireland: 1
🐔 Small commercial poultry flock in Lincolnshire
🐦 In captive birds in Lancashire
📊 26 confirmed HPAI H5N1 cases in poultry & other captive birds in UK from 01 Oct 2025
🏴 England: 22
🏴 Scotland: 0
🏴 Wales: 3
🇬🇧 Northern Ireland: 1
❓ Have AI-focused research ideas in health protection data science, mathematical epidemiology and/or infectious disease modelling? #IDsky #OneHealth
💬 Please contact for further discussion!
⏰ Outline application deadline: 23:59, 01 Dec 2025.
❓ Have AI-focused research ideas in health protection data science, mathematical epidemiology and/or infectious disease modelling? #IDsky #OneHealth
💬 Please contact for further discussion!
⏰ Outline application deadline: 23:59, 01 Dec 2025.
📄 "The estimated impact of mandatory front-of-pack nutrition labelling policies on adult obesity prevalence and obesity-related mortality in England: a modelling study"
👥 Joint study between PHPS colleagues &
@livunipsyc.bsky.social.
🔗 to study👇
📄 "The estimated impact of mandatory front-of-pack nutrition labelling policies on adult obesity prevalence and obesity-related mortality in England: a modelling study"
👥 Joint study between PHPS colleagues &
@livunipsyc.bsky.social.
🔗 to study👇
🐔 HPAI H5N1 confirmed in commercial poultry premises in Norfolk
🏘️ From Thu 06 Nov, mandatory housing measures to be extended to all of England
📊 From 01 Oct 2025, 24 confirmed HPAI H5N1 cases in poultry & other captive birds in UK
🐔 HPAI H5N1 confirmed in commercial poultry premises in Norfolk
🏘️ From Thu 06 Nov, mandatory housing measures to be extended to all of England
📊 From 01 Oct 2025, 24 confirmed HPAI H5N1 cases in poultry & other captive birds in UK
📄 "Exploring the contribution of risk factors on major illness: a microsimulation study in England, 2023-2043"
👥 Joint study between PHPS colleagues & @healthfoundation.bsky.social.
🛟 Small changes in diet, exercise & smoking could reduce chronic illness over the next 20 yrs.
📄 "Exploring the contribution of risk factors on major illness: a microsimulation study in England, 2023-2043"
👥 Joint study between PHPS colleagues & @healthfoundation.bsky.social.
🛟 Small changes in diet, exercise & smoking could reduce chronic illness over the next 20 yrs.