Mapping ADC Research with AI: A New Frontier in Oncology
research#embeddings📝 Blog|Analyzed: Mar 28, 2026 11:45•
Published: Mar 28, 2026 02:05
•1 min read
•Zenn NLPAnalysis
This research utilizes cutting-edge AI techniques to visualize the complex landscape of Antibody-Drug Conjugate (ADC) research, a rapidly growing area in oncology. By leveraging PubMed, Vertex AI Embeddings, and clustering algorithms, this approach offers a novel way to navigate and understand the vast amount of literature in this field, potentially accelerating discoveries. The use of Gemini for interpreting clusters is a particularly interesting application of Generative AI.
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Reference / Citation
View Original"PubMed API(Biopython) で論文タイトル+アブストラクトを一括取得 Vertex AI Embeddings でテキストをベクトル化 UMAP で2次元に次元削減 HDBSCAN でクラスタリング Gemini でクラスターを自然言語で解釈"