The RISE Project
@RISE_Projectuk
Racially Inclusive Skin Evidence | Non profit that collects and distributes images of darker skin tones specialising in health care | Diversity in AI
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Long overdue and much needed, we welcome this report which also reflects our findings and experiences. Radical action is needed now. theguardian.com/society/2022/f…
If you've had experience of prolapse or urinary incontinence, and you'd be willing to take part in an interview (or would like to know more), please get in touch: [email protected] We're particularly keen to hear from people from minority and marginalised groups in the UK.
AI skin cancer diagnoses risk being less accurate for dark skin – study theguardian.com/society/2021/n…
Looking forward to this event tomorrow.
Honoured to be selected to present our research 'How skin typing systems in Dermatology could be contributing to data bias' @ukfci Annual Scientific Conference 2021 on 1st July. Presented by @drnavpaul #UKFCI #inclusiveAI #dermatology #tech #digitalhealth
What does it mean to launch a tool "meant to help patients" but shouldn't be used as a diagnostic? Google is launching Derm Assist, an AI tool for skin disease. While Google has certainly advanced the field of AI in dermatology, I have concerns. (a thread) bbc.com/news/technolog…
Google launches AI health tool for skin conditions in Europe on.ft.com/3tWNQtS The algorithm was developed based on training data with less than 4% dark skin types. It should come with a warning BEWARE OF RESULTS IF BLACK!!!
Datasets have to be all inclusive, in healthcare bias can cause great harm to under represented populations.
Sharing our work published in @bmj_latest on "Equity in essence: a call for operationalising fairness in machine learning for healthcare" .. We review Fairness in recently piublished guidelines and there is sparse information here informatics.bmj.com/content/28/1/e…
The variation of skin tones among people from Africa is more diverse than across all non-African people groups, how can the Fitzpatrick scale accurately capture this diversity? genomebiology.biomedcentral.com/articles/10.11…
"...funders, regulators, policy makers, and politicians need to make it a requirement for creators of digital health solutions to provide assurance that these technologies will be able to perform across different populations and settings". thelancet.com/journals/landi…
From dermatology to mammography, inclusive datasets are essential in ensuring technological works for all.
“if you have a noisy data set and a bunch of models you’re trying out, and you’re going to deploy them in the real world,” you could end up selecting the wrong model. technologyreview.com/2021/04/01/102…
#AIUK: Our inspiring panel of #STEM, #diversity & #ethics experts reflect on responsible AI in research and discuss ways the #AI & #DataScience community can do better With Anjali Mazumder @shakir_za @DaniCMBelg @mariadearteaga and @haldaume3 📺 WATCH: bit.ly/3cAuLrY
"AI tools will perform only as well as the models & data they are trained on. One of the most critical barriers on that front is access to raw data that are ethnically, racially, and otherwise diverse." Here to contribute in making diverse data accessible hms.harvard.edu/news/more-inte…
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