#diagnostic-accuracy

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Artificial intelligence
fromTheregister
1 day ago

LLMs fail in 8 out of 10 early differential diagnosis cases

AI models fail at early differential diagnosis in over 80% of cases, highlighting significant limitations for patient self-diagnosis.
more#ai-in-healthcare
fromTNW | Deep-Tech
1 month ago

DeepRare outperforms doctors in a rare disease diagnosis study

In a head-to-head comparison with five experienced physicians, each with more than a decade of practice, the system achieved higher accuracy across the board. DeepRare correctly identified the disease on its first suggestion 64.4 per cent of the time, compared to 54.6 per cent for the doctors. When given three suggestions instead of one, the AI system achieved diagnostic success in 79 per cent of cases versus 66 per cent for the human specialists.
Artificial intelligence
Miscellaneous
fromPsychology Today
1 month ago

Why a Formal ADHD Diagnosis Matters for Parents

A formal ADHD diagnosis in parents is essential for understanding family dynamics and making informed treatment decisions, not merely a label.
fromwww.scientificamerican.com
1 month ago

Alzheimer's blood tests may predict when a person will develop symptoms

But questions remain about the accuracy and uncertainty of these tests, and experts caution that the assays aren't ready for prime time. While the results here are encouraging, they are not yet at the level of having significant clinical benefit for individual patients, says Corey Bolton, a clinical neuropsychologist and an assistant professor of medicine at Vanderbilt University Medical Center, who was not involved in the new study.
Medicine
Medicine
fromComputerworld
2 months ago

AI chatbots are worse than search engines for medical advice

GenAI tools failed to improve urgency assessment and were worse at diagnosing conditions compared with users' usual methods.
Medicine
fromNature
2 months ago

Cheap AI chatbots transform medical diagnoses in places with limited care

Cheap large language models can substantially improve diagnostic accuracy and support under-resourced clinicians and community health workers in low- and middle-income settings.
Mental health
fromPsychology Today
3 months ago

AI Diagnoses Mental Health Disorders With High Accuracy

A GPT-4–based AI assistant achieved high accuracy conducting clinical diagnostic interviews for common mental health disorders, indicating potential for scalable, standardized diagnostics.
Psychology
fromPsychology Today
3 months ago

Does ADHD Even Exist?

ADHD is a legitimate condition with a distinct subgroup, but symptom overlap, diagnostic limitations, and social factors produce both false positives and false negatives.
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