Dataset work is often undervalued despite being pivotal to the development of AI. That’s why we are excited to share the launch of a Datasets and Benchmarks publication track Journal of Investigative Dermatology for high quality dermatology datasets!sciencedirect.com/science/authSh…

Foundation models are well-established in vision and language, but time series forecasting has lagged behind - it still relies on dataset-specific models. Meet Lag-Llama: the first open-source foundation model for time series forecasting!

Our new paper is out @ JAMA Dermatology! 🎉 Together with six German University Hospitals, we demonstrated that a #federated #learning approach for decentralized #AI in #Melanoma #Diagnostics is superior to centralized approaches. Enjoy reading: jamanetwork.com/journals/jamad… DKFZ

New paper out 🥳 In an effort led by Achim Hekler and RomanMaron , we show that using multiple real-world dermoscopic photographs of one lesion improves #melanoma #classification significantly & recommend use in clinical care JAAD Journals: jaad.org/article/S0190-… DKFZ

Melanoma is overdiagnosed at ‘alarming’ rates. Here’s what to know. on.natgeo.com/4byIEmU appreciate the write up of our work on this underappreciated problem among dermatologists

What is this patient’s normal skin color?

This article sought to test #ChatGPT-4's ability to translate dermatopathology results into patient-friendly language. While results were mixed, it could become a useful tool in dermatology, though it should always be reviewed prior to release to patients. bit.ly/49hT1d6

Bör individualiserad utbildning för läkarstudenter eftersträvas? dlvr.it/T3M78m

This article looks at correlation between #melanoma incidence and mortality in the context of #Breslow thickness groups and highlight the need for large studies with extended follow-up while considering timing, frequency, and population of screenings. bit.ly/4cjorBN

Karolinska Institutet Göteborgs universitet / University of Gothenburg The results have been published in BJD: Evaluation of an artificial intelligence-based decision support for the detection of cutaneous melanoma in primary care: a prospective real-life clinical trial. academic.oup.com/bjd/advance-ar… doi: 10.1093/bjd/ljae021

doi.org/10.1080/095466… gu.se/en/news/patien…

A nationwide study found that an AI language model outperformed physicians in medical board residency exams across multiple specialties. Learn more in "GPT versus Resident Physicians — A Benchmark Based on Official Board Scores" by uriel katz, MD, et al. nejm.ai/3Q7hB9j

Increasing melanoma incidence with unchanged mortality: more sunshine, better treatment, increased diagnostic activity, overdiagnosis or lowered diagnostic threshold? academic.oup.com/bjd/article/do…

What stuns me the most about this story is that a dermatologist would biopsy someone 28 times at a SINGLE appointment. That many biospies at a single appointment is shocking!

The study: doi.org/10.1111/jdv.20…