@benking01 @PenderynDic "An example is Cornwall—which lies on England’s South-West coast—where expected hospitalization is not only high, but there are also few counties in the vicinity with relatively low expected hospitalization rates." https://t.co/mW7g
It builds on earlier work with colleagues at @OxfordDemSci where we investigated demographic differences to aid health responses in the early months of the pandemic (https://t.co/q6nvRdyQth). Do reach out in case you want to learn more about this data sou
@ewrigleyfield Plus, it's very useful to create interactive dashboards accompanying papers which allow interested readers to explore the open data and attract more interested readers https://t.co/yjiWIv0NM0
@Elysiumthereal This isn't meant to be a realistic scenario, but it's really just a proxy used as a risk score for each area. Similar to the approach used here: https://t.co/IGV6tlqgxn
RT @melindacmills: Current discussion reminds me of our @BMCMedicine article a year ago: 1/5 of £5 billion budget to #NHS to cope with #COV…
RT @melindacmills: Current discussion reminds me of our @BMCMedicine article a year ago: 1/5 of £5 billion budget to #NHS to cope with #COV…
RT @melindacmills: Current discussion reminds me of our @BMCMedicine article a year ago: 1/5 of £5 billion budget to #NHS to cope with #COV…
Current discussion reminds me of our @BMCMedicine article a year ago: 1/5 of £5 billion budget to #NHS to cope with #COVID was spent on increasing hospital discharge, NHS England’s aim was to free up 1/3 of beds @MarkDVerhagen @drjenndowd @ikashnitksy http
The basis for this dashboard is this research paper from @BMCMedicine from #UK. @C19RedTeam Interesting risk prediction visualization @mzelst @edwinveldhuizen? https://t.co/DngYGN7jVv
RT @ikashnitsky: This should become the new standard – the paper gives a selection of polished static figures to guide the story, attached…
RT @MarkDVerhagen: New dashboard out https://t.co/OZ3yM27vnJ showing COVID-19 health pressure risks in NL. Identifying high risk areas help…
New predictive tool tries to forecast healthcare demand in various parts of England and Wales using a variety of sociodemographic and population level risk factors. Interesting and for a good cause, but may need to be applied with care ~ https://t.co/1X8c
RT @MarkDVerhagen: New dashboard out https://t.co/OZ3yM27vnJ showing COVID-19 health pressure risks in NL. Identifying high risk areas help…
RT @MarkDVerhagen: New dashboard out https://t.co/OZ3yM27vnJ showing COVID-19 health pressure risks in NL. Identifying high risk areas help…
RT @MarkDVerhagen: New dashboard out https://t.co/OZ3yM27vnJ showing COVID-19 health pressure risks in NL. Identifying high risk areas help…
RT @MarkDVerhagen: New dashboard out https://t.co/OZ3yM27vnJ showing COVID-19 health pressure risks in NL. Identifying high risk areas help…
RT @MarkDVerhagen: New dashboard out https://t.co/OZ3yM27vnJ showing COVID-19 health pressure risks in NL. Identifying high risk areas help…
RT @MarkDVerhagen: New dashboard out https://t.co/OZ3yM27vnJ showing COVID-19 health pressure risks in NL. Identifying high risk areas help…
RT @MarkDVerhagen: New dashboard out https://t.co/OZ3yM27vnJ showing COVID-19 health pressure risks in NL. Identifying high risk areas help…
New dashboard out https://t.co/OZ3yM27vnJ showing COVID-19 health pressure risks in NL. Identifying high risk areas helps policymakers in strategic planning, tailor-made measures and, in the future, guide immunisation. Inspired by our paper out last week
RT @ikashnitsky: This should become the new standard – the paper gives a selection of polished static figures to guide the story, attached…
RT @ikashnitsky: This should become the new standard – the paper gives a selection of polished static figures to guide the story, attached…
New from #ERC_Research https://t.co/q8wJEtm2HR Forecasting spatial, socioeconomic and demographic variation in COVID-19 health care demand in England and Wales.
RT @midyorkslibrary: Forecasting spatial, socioeconomic and demographic variation in #COVID19 health care demand in England and Wales https…
Forecasting spatial, socioeconomic and demographic variation in #COVID19 health care demand in England and Wales https://t.co/o69hcV9xMx #OpenAccess #Research in @BMCMedicine https://t.co/PzDoXvwHNB
RT @melindacmills: Our new dashboard shows areas like London for example divided to fine-grained local levels by expected higher levels of…
RT @melindacmills: Our dashboard produces geospatial risk maps by known #COVID19 vulnerabilities like age, social deprivation, population…
RT @melindacmills: How can you identify future #COVID19 potential hotspots & local areas? Our new article and online dashboard… https://t.c…
RT @melindacmills: How can you identify future #COVID19 potential hotspots & local areas? Our new article and online dashboard… https://t.c…
RT @ikashnitsky: This should become the new standard – the paper gives a selection of polished static figures to guide the story, attached…
RT @melindacmills: How can you identify future #COVID19 potential hotspots & local areas? Our new article and online dashboard… https://t.c…
New work from our colleagues in @OxfordDemSci ! Check out the online COVID-19 hotspot dashboard: https://t.co/NXKfxBA2dg and latest article in @BMCMedicine https://t.co/DtHz7acSwd
RT @BMCMedicine: New #OpenAccess research from @MarkDVerhagen, @melindacmills and colleagues: Forecasting spatial, socioeconomic and #demog…
RT @CPop_SDU: How socioeconomic and demographic structures shape covid19 fuelled healthcare demand in the UK 🇬🇧 Our @ikashnitsky collaborat…
RT @melindacmills: How can you identify future #COVID19 potential hotspots & local areas? Our new article and online dashboard… https://t.c…
RT @melindacmills: How can you identify future #COVID19 potential hotspots & local areas? Our new article and online dashboard… https://t.c…
RT @melindacmills: How can you identify future #COVID19 potential hotspots & local areas? Our new article and online dashboard… https://t.c…
RT @CPop_SDU: How socioeconomic and demographic structures shape covid19 fuelled healthcare demand in the UK 🇬🇧 Our @ikashnitsky collaborat…
RT @BMCMedicine: New #OpenAccess research from @MarkDVerhagen, @melindacmills and colleagues: Forecasting spatial, socioeconomic and #demog…
RT @melindacmills: How can you identify future #COVID19 potential hotspots & local areas? Our new article and online dashboard… https://t.c…
RT @ikashnitsky: This should become the new standard – the paper gives a selection of polished static figures to guide the story, attached…
RT @ikashnitsky: 🐱🐈 This is the best possible featuring of our just published paper @BMCMedicine, almost like market placement 😎 @MarkDVerh…
🐱🐈 This is the best possible featuring of our just published paper @BMCMedicine, almost like market placement 😎 @MarkDVerhagen @drjenndowd @melindacmills @OxfordDemSci @CPop_SDU 🔗 https://t.co/J0qYNra3H6
RT @melindacmills: How can you identify future #COVID19 potential hotspots & local areas? Our new article and online dashboard… https://t.c…
RT @melindacmills: How can you identify future #COVID19 potential hotspots & local areas? Our new article and online dashboard… https://t.c…
RT @CPop_SDU: How socioeconomic and demographic structures shape covid19 fuelled healthcare demand in the UK 🇬🇧 Our @ikashnitsky collaborat…
RT @CPop_SDU: How socioeconomic and demographic structures shape covid19 fuelled healthcare demand in the UK 🇬🇧 Our @ikashnitsky collaborat…
RT @CPop_SDU: How socioeconomic and demographic structures shape covid19 fuelled healthcare demand in the UK 🇬🇧 Our @ikashnitsky collaborat…
RT @melindacmills: Predicting #COVID19 outbreaks is a moving target so our dashboard out today in @BMCMedicine https://t.co/3akwJ9lh4u all…
RT @melindacmills: How can you identify future #COVID19 potential hotspots & local areas? Our new article and online dashboard… https://t.c…
RT @ikashnitsky: This should become the new standard – the paper gives a selection of polished static figures to guide the story, attached…
RT @melindacmills: How can you identify future #COVID19 potential hotspots & local areas? Our new article and online dashboard… https://t.c…
RT @melindacmills: How can you identify future #COVID19 potential hotspots & local areas? Our new article and online dashboard… https://t.c…
RT @CPop_SDU: How socioeconomic and demographic structures shape covid19 fuelled healthcare demand in the UK 🇬🇧 Our @ikashnitsky collaborat…
RT @CPop_SDU: How socioeconomic and demographic structures shape covid19 fuelled healthcare demand in the UK 🇬🇧 Our @ikashnitsky collaborat…
RT @melindacmills: How can you identify future #COVID19 potential hotspots & local areas? Our new article and online dashboard… https://t.c…
RT @CPop_SDU: How socioeconomic and demographic structures shape covid19 fuelled healthcare demand in the UK 🇬🇧 Our @ikashnitsky collaborat…
RT @CPop_SDU: How socioeconomic and demographic structures shape covid19 fuelled healthcare demand in the UK 🇬🇧 Our @ikashnitsky collaborat…
How socioeconomic and demographic structures shape covid19 fuelled healthcare demand in the UK 🇬🇧 Our @ikashnitsky collaborated w/ @OxfordDemSci's @melindacmills @MarkDVerhagen @drjenndowd and David Brazel – the paper is out today in @BMCMedicine 🔗 https:/
RT @NuffieldCollege: More important COVID-19 research from Nuffield DPhil @MarkDVerhagen, Nuffield Fellows @melindacmills and David Brazel…
RT @BMCMedicine: New #OpenAccess research from @MarkDVerhagen, @melindacmills and colleagues: Forecasting spatial, socioeconomic and #demog…
RT @ikashnitsky: This should become the new standard – the paper gives a selection of polished static figures to guide the story, attached…
RT @NuffieldCollege: More important COVID-19 research from Nuffield DPhil @MarkDVerhagen, Nuffield Fellows @melindacmills and David Brazel…
RT @ikashnitsky: This should become the new standard – the paper gives a selection of polished static figures to guide the story, attached…
This should become the new standard – the paper gives a selection of polished static figures to guide the story, attached is a link to the dashboard that allows to play with the whole dataset. Check out our fresh paper @BMCMedicine https://t.co/T4dv7NSaLX
RT @BMCMedicine: New #OpenAccess research from @MarkDVerhagen, @melindacmills and colleagues: Forecasting spatial, socioeconomic and #demog…
RT @BMCMedicine: New #OpenAccess research from @MarkDVerhagen, @melindacmills and colleagues: Forecasting spatial, socioeconomic and #demog…
RT @melindacmills: How can you identify future #COVID19 potential hotspots & local areas? Our new article and online dashboard… https://t.c…
RT @melindacmills: How can you identify future #COVID19 potential hotspots & local areas? Our new article and online dashboard… https://t.c…
More important COVID-19 research from Nuffield DPhil @MarkDVerhagen, Nuffield Fellows @melindacmills and David Brazel and the team at @OxfordDemSci:
RT @BMCMedicine: New #OpenAccess research from @MarkDVerhagen, @melindacmills and colleagues: Forecasting spatial, socioeconomic and #demog…
RT @BMCMedicine: New #OpenAccess research from @MarkDVerhagen, @melindacmills and colleagues: Forecasting spatial, socioeconomic and #demog…
RT @melindacmills: How can you identify future #COVID19 potential hotspots & local areas? Our new article and online dashboard… https://t.c…
RT @melindacmills: How can you identify future #COVID19 potential hotspots & local areas? Our new article and online dashboard… https://t.c…
RT @BMCMedicine: New #OpenAccess research from @MarkDVerhagen, @melindacmills and colleagues: Forecasting spatial, socioeconomic and #demog…
RT @BMCMedicine: New #OpenAccess research from @MarkDVerhagen, @melindacmills and colleagues: Forecasting spatial, socioeconomic and #demog…
RT @BMCMedicine: New #OpenAccess research from @MarkDVerhagen, @melindacmills and colleagues: Forecasting spatial, socioeconomic and #demog…
RT @BMCMedicine: New #OpenAccess research from @MarkDVerhagen, @melindacmills and colleagues: Forecasting spatial, socioeconomic and #demog…
New #OpenAccess research from @MarkDVerhagen, @melindacmills and colleagues: Forecasting spatial, socioeconomic and #demographic variation in #COVID19 #health care demand in England and Wales Read it here: https://t.co/oYvowRgeP7 https://t.co/jzDCgaTKtg
RT @melindacmills: Predicting #COVID19 outbreaks is a moving target so our dashboard out today in @BMCMedicine https://t.co/3akwJ9lh4u all…
RT @melindacmills: How can you identify future #COVID19 potential hotspots & local areas? Our new article and online dashboard… https://t.c…
RT @melindacmills: How can you identify future #COVID19 potential hotspots & local areas? Our new article and online dashboard… https://t.c…
RT @melindacmills: How can you identify future #COVID19 potential hotspots & local areas? Our new article and online dashboard… https://t.c…
RT @melindacmills: How can you identify future #COVID19 potential hotspots & local areas? Our new article and online dashboard… https://t.c…
Check out this very useful tool and paper on potential hotspot of #COVID19 by @OxfordDemSci and @CPop_SDU researchers!
RT @melindacmills: How can you identify future #COVID19 potential hotspots & local areas? Our new article and online dashboard… https://t.c…
Very nice tool by @melindacmills - helps to understand what's going on when rates increase, decline...
RT @melindacmills: How can you identify future #COVID19 potential hotspots & local areas? Our new article and online dashboard… https://t.c…
RT @melindacmills: How can you identify future #COVID19 potential hotspots & local areas? Our new article and online dashboard… https://t.c…
Predicting #COVID19 outbreaks is a moving target so our dashboard out today in @BMCMedicine https://t.co/3akwJ9lh4u allows you to adjust the overall infection rate, hospital capacity and multiple regional and hospital levels https://t.co/ypmZZxjJhg https:
Knowing age composition or levels of social deprivation of populations at a fine-grained level can help local decision-makers to isolate vulnerable areas to target resources or anticipate future #COVID19 outbreaks https://t.co/3akwJ9lh4u
Our new dashboard shows areas like London for example divided to fine-grained local levels by expected higher levels of #COVID19 hospitalization related to social deprivation https://t.co/3akwJ9lh4u https://t.co/93j8wUD0w7
Our dashboard produces geospatial risk maps by known #COVID19 vulnerabilities like age, social deprivation, population density, ethnicity and hospital resources at various layers in England & Wales Administrative Region, CC, CCG, LSOA https://t.co/3ak
How can you identify future #COVID19 potential hotspots & local areas? Our new article and online dashboard… https://t.co/ypmZZxjJhg out today in @BMCMedicine @MarkDVerhagen David Brazel @ikashnitsky @drjenndowd @OxfordDemSci https://t.co/3akwJ9lh4u