Data Sense

Exploring the intersection of AI, healthcare, and data science through research insights and technical deep dives.

Multimodal Large Language Models in Healthcare: Current Applications and Validation Approaches

5 min read · June 28, 2025

2025 · multimodal-llms medical-imaging ehr-analysis clinical-ai validation-datasets · research healthcare-ai
The Evolution of Adversarial Robustness: From Neural Networks to Vision-Language Models

6 min read · May 22, 2025

2025 · adversarial-ml vision-language-models robustness medical-ai interpretability · research ai-safety
Large Language Models: From Architecture to Evaluation

4 min read · April 18, 2025

2025 · llms multimodal-ai evaluation-metrics llama transformers · research deep-learning
MLLMGuard: A Comprehensive Safety Framework for Multimodal Large Language Models

3 min read · March 20, 2025

2025 · multimodal-ai llm-safety vision-language-models ai-ethics red-teaming · research ai-safety
Understanding the Transformer Architecture: A Deep Dive

4 min read · February 15, 2025

2025 · transformers attention-mechanism neural-networks nlp · research deep-learning