Improving Clinical Diagnosis Performance with Automated X-ray Scan Quality Enhancement Algorithms

Autor: K, Karthik, S, Sowmya Kamath

Publikováno v: International Conference on Advances in Systems, Control and Computing (AISCC-2020) at Malaviya National Institute of Technology, Jaipur, India, February 27-28, 2020

In clinical diagnosis, diagnostic images that are obtained from the scanning devices serve as preliminary evidence for further investigation in the process of delivering quality healthcare. However, often the medical image may contain fault artifacts

Externí odkaz: http://arxiv.org/abs/2201.06250

Leveraging Multimodal Behavioral Analytics for Automated Job Interview Performance Assessment and Feedback

Autor: Agrawal, Anumeha, George, Rosa Anil, Ravi, Selvan Sunitha, S, Sowmya Kamath, M, Anand Kumar

Behavioral cues play a significant part in human communication and cognitive perception. In most professional domains, employee recruitment policies are framed such that both professional skills and personality traits are adequately assessed. Hiring

Externí odkaz: http://arxiv.org/abs/2006.07909

Proximal Policy Optimization for Improved Convergence in IRGAN

Autor: Jain, Moksh, S, Sowmya Kamath

IRGAN is an information retrieval (IR) modeling approach that uses a theoretical minimax game between a generative and a discriminative model to iteratively optimize both of them, hence unifying the generative and discriminative approaches. Despite s

Externí odkaz: http://arxiv.org/abs/1910.00352

Stacking Deep learning and Machine learning models for short-term energy consumption forecasting

Autor: A., Sujan Reddy, S., Akashdeep, R., Harshvardhan, S., Sowmya Kamath

Publikováno v: In Advanced Engineering Informatics April 2022 52

Predicting ICD-9 code groups with fuzzy similarity based supervised multi-label classification of unstructured clinical nursing notes

Autor: Gangavarapu, Tushaar, Jayasimha, Aditya, Krishnan, Gokul S., S., Sowmya Kamath

Publikováno v: In Knowledge-Based Systems 29 February 2020 190