🔬 Scientific publications
There are a few scientific fields in which my ignorance is less pronounced. I have somehow managed to stumble upon propositions that constitute passable additions to the state-of-the-art.
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Fields of interest
The fields that interest me most are:
- Psychometrics
- Artificial intelligence
- Computer vision
- Medicine
- Dermatology
Latest publications
📄️ Automatic Urticaria Activity Score (AUAS): A Novel Technology for Urticaria Severity Assessment Based on Automatic High-Precision Hive Counting
We introduce AUAS, an automatic equivalent of UAS that deploys a deep learning lesion-detecting algorithm, called Legit.Health-UAS-HiveNet. Our results show that our algorithm assesses the severity of CU cases with a performance comparable to that of expert physicians.
📄️ Automatic International Hidradenitis Suppurativa Severity Score System (AIHS4)
Our results show that, with the current dataset size, our tool assesses the severity of Hidradenitis Suppurativa cases with a performance comparable to that of the most expert physician. Furthermore, the model can be implemented into CADx systems to support doctors in their clinical practice and act as a new endpoint in clinical trials.
📄️ Automatic SCOring of Atopic Dermatitis using Deep Learning (ASCORAD)
Automatic SCOring of Atopic Dermatitis using Deep Learning (ASCORAD)
📄️ Dermatology Image Quality Assessment (DIQA)
Artificial Intelligence to ensure the clinical utility of images for remote consultations and clinical trials.
📄️ AEDV 2023: Resultados del estudio de validación de algoritmo de deep learning para diagnóstico de melanoma
Resultados del estudio de validación de algoritmo de deep learning para diagnóstico de melanoma
📄️ AEDV 2022: Algoritmo de aprendizaje profundo para la optimización del triaje y la derivación de pacientes con patologías cutáneas
Algoritmo de aprendizaje profundo para la optimización del triaje y la derivación de pacientes con patologías cutáneas
📄️ AEDV 2022: Cálculo automático de la urticaria con Inteligencia Artificial para el conteo preciso de habones
Cálculo automático de la urticaria con Inteligencia Artificial para el conteo preciso de habones