Author

Appala Nooka Kumar Doodala

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Open access 2023

Performance Bottlenecks Necks in Data Heavy Python Applications

The approach provided here unifies the profiling, benchmark based analysis, bottleneck detection, focused optimization, and quantitative validation into a single procedure and provides practical recommendations to improve computational performance, scalability, and resource consumption of data-intensive Python systems...

Madhurima Kommuru, Appala Nooka Kumar Doodala · International Journal of App... · 0 citations

Review Open access 2020

Challenges of Deep Learning in Natural Language Processing: A Healthcare-Oriented Perspective

In recent years, natural language processing has become an important tool in healthcare for extracting useful information from unstructured clinical text such as electronic health records, physician notes, and medical literature. Deep learning has significantly improved the performance of NLP systems, enabling stronger...

Madhurima Kommuru, Swathi Thatraju, Appala Nooka Kumar Doodala · International Journal of Mac... · 0 citations