Copertina

A Vision-Language Foundation Model for Zero-shot Clinical Collaboration and Automated Concept Discovery in Dermatology

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Yan, Siyuan, Li, Xieji, Mo, Dan, Tschandl, Philipp, Jiang, Yiwen, Wang, Zhonghua, Hu, Ming, Ju, Lie, Vico-Alonso, Cristina, Zheng, Yizhen, Liu, Jiahe, Zhou, Juexiao, Chello, Camilla, Cheung, Jen G., Anriot, Julien, Thomas, Luc, Primiero, Clare, Tan, Gin, Ng, Aik Beng, See, Simon, Tang, Xiaoying, Ip, Albert, Liao, Xiaoyang, Bowling, Adrian, Haskett, Martin, Zhao, Shuang, Janda, Monika, Soyer, H. Peter, Mar, Victoria, Kittler, Harald, Ge, Zongyuan
Natura:	Preprint
Pubblicazione:	2026
Soggetti:	Computer Vision and Pattern Recognition Artificial Intelligence
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

A Multimodal Vision Foundation Model for Clinical Dermatology
di: Yan, Siyuan, et al.
Pubblicazione: (2024)

Derm1M: A Million-scale Vision-Language Dataset Aligned with Clinical Ontology Knowledge for Dermatology
di: Yan, Siyuan, et al.
Pubblicazione: (2025)

Multi-Aspect Knowledge-Enhanced Medical Vision-Language Pretraining with Multi-Agent Data Generation
di: Li, Xieji, et al.
Pubblicazione: (2025)

DermAgent: A Self-Reflective Agentic System for Dermatological Image Analysis with Multi-Tool Reasoning and Traceable Decision-Making
di: Liu, Yize, et al.
Pubblicazione: (2026)

MAKE: Multi-Aspect Knowledge-Enhanced Vision-Language Pretraining for Zero-shot Dermatological Assessment
di: Yan, Siyuan, et al.
Pubblicazione: (2025)

Towards Trustworthy Dermatology MLLMs: A Benchmark and Multimodal Evaluator for Diagnostic Narratives
di: Shen, Yuhao, et al.
Pubblicazione: (2025)

Nutrition Estimation for Dietary Management: A Transformer Approach with Depth Sensing
di: Kwan, Zhengyi, et al.
Pubblicazione: (2024)

ReLA: Representation Learning and Aggregation for Job Scheduling with Reinforcement Learning
di: Kwan, Zhengyi, et al.
Pubblicazione: (2026)

SegReConcat: A Data Augmentation Method for Voice Anonymization Attack
di: Arefeen, Ridwan, et al.
Pubblicazione: (2025)

Prompt-driven Latent Domain Generalization for Medical Image Classification
di: Yan, Siyuan, et al.
Pubblicazione: (2024)

Attitudes Towards the Use of Artificial Intelligence in Dermatology: A Survey of Australian Dermatologists
di: Brad Partridge, et al.
Pubblicazione: (2025)

DAST: A Dual-Stream Voice Anonymization Attacker with Staged Training
di: Arefeen, Ridwan, et al.
Pubblicazione: (2026)

Effect of patient‐contextual skin images in human‐ and artificial intelligence‐based diagnosis of melanoma: Results from the 2020 SIIM‐ISIC melanoma classification challenge
di: Nicholas R. Kurtansky, et al.
Pubblicazione: (2024)

Feature-based Graph Attention Networks Improve Online Continual Learning
di: Sim, Adjovi, et al.
Pubblicazione: (2025)

Development and Validation of a Total Body Photo‐Numeric Freckling Density Scale
di: Mirko Susinna, et al.
Pubblicazione: (2024)

Making teaching more attractive: Ways forward for policy, in research and for practice
di: Beng Huat See, et al.
Pubblicazione: (2026)

Management of Infants Exposed to Prenatal and Postnatal Elexacaftor/Tezacaftor/Ivacaftor: A Cross‐Sectional Survey
di: Haley Haskett, et al.
Pubblicazione: (2026)

Trustworthy and Fair SkinGPT-R1 for Democratizing Dermatological Reasoning across Diverse Ethnicities
di: Shen, Yuhao, et al.
Pubblicazione: (2025)

Informing a Position Statement on the Use of Large Language Models and AI Scribes in Dermatology in Australia
di: Liam J. Caffery, et al.
Pubblicazione: (2025)

Developing a Computerized Organization File
di: Haskett, James A., et al.
Pubblicazione: (1977)

Supporting Data-Frame Dynamics in AI-assisted Decision Making
di: Zheng, Chengbo, et al.
Pubblicazione: (2025)

On-Device LLMs for SMEs: Challenges and Opportunities
di: Yee, Jeremy Stephen Gabriel, et al.
Pubblicazione: (2024)

CoTBox-TTT: Grounding Medical VQA with Visual Chain-of-Thought Boxes During Test-time Training
di: Qian, Jiahe, et al.
Pubblicazione: (2025)

Accelerated Reader: Evaluation Report and Executive Summary
di: Gorard, Stephen, et al.
Pubblicazione: (2015)

A Proof System with Causal Labels (Part II): checking Counterfactual Fairness
di: Ceragioli, Leonardo, et al.
Pubblicazione: (2025)

Trustworthiness Preservation by Copies of Machine Learning Systems
di: Ceragioli, Leonardo, et al.
Pubblicazione: (2025)

Data quality dimensions for fair AI
di: Quaresmini, Camilla, et al.
Pubblicazione: (2023)

A Proof System with Causal Labels (Part I): checking Individual Fairness and Intersectionality
di: Ceragioli, Leonardo, et al.
Pubblicazione: (2025)

Dataset for the manuscript: "Transitions of 24-hour movement behaviour profiles from schooldays to weekends and their associations with health-related quality of life and well-being in Czech adolescents"
di: Janda, David
Pubblicazione: (2025)

The challenge of democracy : goverment in America / Kenneth Janda, Jeffrey M. Berry, Jerry Goldman
di: Janda, Kenneth

DermoGPT: Open Weights and Open Data for Morphology-Grounded Dermatological Reasoning MLLMs
di: Ru, Jinghan, et al.
Pubblicazione: (2026)

A Typed Lambda-Calculus for Establishing Trust in Probabilistic Programs
di: Genco, Francesco A., et al.
Pubblicazione: (2023)

Will AI revolutionize literature reviews?
di: Harald Kittler
Pubblicazione: (2024)

LAS UNIVERSIDADES EN LA ERA DE LA INFORMACIÓN
di: Friedrich Kittler
Pubblicazione: (2008)

Comparison of artificial intelligence smartphone applications for skin cancer risk stratification of pigmented lesions: An observational study
di: Lara Milliken, et al.
Pubblicazione: (2024)

Germline CDKN2A Variant Cascade Testing Across Four Generations Reveals Familial Melanoma–Breast Cancer Genotype–Phenotype Correlation
di: Jennifer Berkman, et al.
Pubblicazione: (2025)

La microfaune ludienne du Vexin français
di: Soyer, R
Pubblicazione: (1949)

KatherineAron‐Beller: Christian Images and their Jewish Desecrators. The History of an Allegation, 400–1700. Philadelphia: University of Pennsylvania Press, 2024; pp. 426
di: Francois Soyer
Pubblicazione: (2024)

Reseña de "Atlantic Diasporas: Jews, Conversos and Crypto-Jews in the Age of Mercantilism, 1500-1800" de Richard L. Kagan and Philip D. Morgan, eds.
di: Francois Soyer
Pubblicazione: (2010)

Artificial Intelligence in the Prevention of Anterior Cruciate Ligament Injuries: A Systematic Review
di: Ozan Soyer
Pubblicazione: (2025)