Double oncology capacity in low-resource settings with task-shifting and AI decision support
Many countries have one oncologist for millions of people. Train nurses and general doctors to deliver protocolised cancer care with software checks and remote specialist oversight.
Workforce shortages, not drugs, cap cancer treatment in much of Africa and South Asia. Task-shifting with decision support scaled HIV treatment; oncology has pilots (nurse-led chemotherapy, Botswana and Rwanda models, tele-oncology networks). The proposal is a package: protocol-driven regimens for the commonest cancers, a decision-support and safety-check tool validated for use by non-specialists, remote tumour board review, structured training and certification, and outcome registries to monitor safety and quality.
- Not enough oncologists, nurses, pathologists, physicists · The number of people with cancer is rising faster than the workforce trained to treat them.
- Most of the world has almost no cancer care · Seven in ten cancer deaths happen in low- and middle-income countries, where radiotherapy, pathology, surgery and drugs are scarce.
- AI that is built but not validated or deployed · Thousands of cancer AI models are published; a handful are in clinical use, and fewer have shown they help patients.
Pages like this
not linked directly; found by shared links- IdeaRegional training hubs that produce oncologists, physicists and radiographers in-region
Shares Tata Memorial Centre, Not enough oncologists, nurses, pathologists, physicists, Most of the world has almost no cancer care.
- IdeaPaid survivor peer-navigators as a recognised health workforce role
Shares Tata Memorial Centre, Not enough oncologists, nurses, pathologists, physicists, Most of the world has almost no cancer care.
- IdeaA randomised trial of AI scribes in oncology clinics measuring errors and time
Shares Not enough oncologists, nurses, pathologists, physicists, AI that is built but not validated or deployed.
- IdeaRetention packages so trained oncology staff stay: bonds, top-ups, working equipment
Shares Not enough oncologists, nurses, pathologists, physicists, Most of the world has almost no cancer care.
- IdeaNational hub-and-spoke cancer networks with defined referral tiers
Shares Tata Memorial Centre, Most of the world has almost no cancer care.
- IdeaCredentialed diaspora oncologists staffing remote tumour boards for home-country hospitals
Shares Not enough oncologists, nurses, pathologists, physicists, Most of the world has almost no cancer care.
- IdeaProject ECHO tele-mentoring for district clinicians managing cancer
Shares Not enough oncologists, nurses, pathologists, physicists, Most of the world has almost no cancer care.
- IdeaSlide scanners in district hospitals wired to pathologists anywhere
Shares Not enough oncologists, nurses, pathologists, physicists, Most of the world has almost no cancer care.