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In this work, we present a framework that utilizes ontology alignment to improve the learning process of deep learning models. With this approach we show that models fine-tuned using ontologies learn a downstream task at a higher rate with better per
Externí odkaz:
http://arxiv.org/abs/2410.11141
Autor:
Phulware RH; All India Institute of Medical Sciences (AIIMS), Department of Pathology & Laboratory Medicine, Rishikesh, Uttarakhand, India., S GK; All India Institute of Medical Sciences (AIIMS), Department of Pathology & Laboratory Medicine, Rishikesh, Uttarakhand, India., Shirsath GR; All India Institute of Medical Sciences (AIIMS), Department of Pathology & Laboratory Medicine, Rishikesh, Uttarakhand, India., Gupta A; All India Institute of Medical Sciences (AIIMS), Department of General Surgery, Rishikesh, Uttarakhand, India.
Publikováno v:
Autopsy & case reports [Autops Case Rep] 2024 Jul 12; Vol. 14, pp. e2024507. Date of Electronic Publication: 2024 Jul 12 (Print Publication: 2024).