Search Results for author: Diksha Sharma

Found 3 papers, 1 papers with code

Knowledge-based in silico models and dataset for the comparative evaluation of mammography AI for a range of breast characteristics, lesion conspicuities and doses

1 code implementation NeurIPS 2023 Elena Sizikova, Niloufar Saharkhiz, Diksha Sharma, Miguel Lago, Berkman Sahiner, Jana G. Delfino, Aldo Badano

To generate evidence regarding the safety and efficacy of artificial intelligence (AI) enabled medical devices, AI models need to be evaluated on a diverse population of patient cases, some of which may not be readily available.

Anatomy

The role of entanglement for enhancing the efficiency of quantum kernels towards classification

no code implementations12 Sep 2022 Diksha Sharma, Parvinder Singh, Atul Kumar

In this work, we analyse and classify sentiments of textual data using a new quantum kernel based on linear and full entangled circuits as hyperparameters for controlling the correlation among words.

Quantum Machine Learning

How angry are your customers? Sentiment analysis of support tickets that escalate

no code implementations26 Oct 2020 Colin Werner, Lloyd Montgomery, Sanja Dodos, Gabriel Tapuc, Diksha Sharma, Daniela Damian

Thus, this preliminary research provides us with the necessary information to further investigate how we can reliably predict support ticket escalations, and subsequently to provide insight to support analysts to better enable them to handle support tickets that may be escalated.

Sentiment Analysis

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