oncology

3 items

ARTICLEDEV.to AI·5/2/2026

Human-Aligned Decision Transformers for precision oncology clinical workflows in carbon-negative infrastructure

This article introduces Decision Transformers as a revolutionary AI architecture for precision oncology, emphasizing the crucial need to align these models with human clinical reasoning. It highlights the importance of sustainable deployment and clinical utility over statistical accuracy for AI in healthcare.

oncology decision-transformers AI alignment sustainability

ARTICLEDEV.to AI·15d ago

Self-Supervised Temporal Pattern Mining for precision oncology clinical workflows across multilingual stakeholder groups

In early 2024, the author discovered significant asymmetry in clinical data flow across oncology workflows, characterized by temporal and linguistic mismatches. This insight led to a deep dive into self-supervised temporal pattern mining for precision oncology, focusing on understanding actual clinical workflow functions.

oncology learning Healthcare machine learning

RESEARCHHugging Face Blog·5/9/2026

"OncoAgent: A Dual-Tier Multi-Agent Framework for Privacy-Preserving Oncology Clinical Decision Support"

This paper introduces OncoAgent, a dual-tier multi-agent framework designed for privacy-preserving clinical decision support in oncology. The system aims to enhance cancer diagnosis and treatment while maintaining patient data confidentiality.

oncology clinical decision support security multi-agent systems