4 papers · 1 filter
WildfireVLM: AI-powered Analysis for Early Wildfire Detection and Risk Assessment Using Satellite Imagery
Aydin Ayanzadeh, Prakhar Dixit, Sadia Kamal +1
Wildfires are a growing threat to ecosystems, human lives, and infrastructure, with their frequency and intensity rising due to climate change and human activities. Early detection…
Skin-SOAP: A Weakly Supervised Framework for Generating Structured SOAP Notes
Sadia Kamal, Tim Oates, Joy Wan
Skin carcinoma is the most prevalent form of cancer globally, accounting for over $8 billion in annual healthcare expenditures. Early diagnosis, accurate and timely treatment are c…
Towards Scalable SOAP Note Generation: A Weakly Supervised Multimodal Framework
Sadia Kamal, Tim Oates, Joy Wan
Skin carcinoma is the most prevalent form of cancer globally, accounting for over $8 billion in annual healthcare expenditures. In clinical settings, physicians document patient vi…
MedGrad E-CLIP: Enhancing Trust and Transparency in AI-Driven Skin Lesion Diagnosis
Sadia Kamal, Tim Oates
As deep learning models gain attraction in medical data, ensuring transparent and trustworthy decision-making is essential. In skin cancer diagnosis, while advancements in lesion d…