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researcher

M. Sivaprakasam

53 papers hereh-index 405.4k citations437 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author5
  • last author45

Across the 50 of 53 papers where every author was matched, so the position is known.

fields
  • eess.IV26
  • cs.CV11
  • eess.SP6
  • cs.CL3
  • cs.RO3
  • cs.LG2

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedEarly Detection of Retinopathy of Prematurity stage using Deep Learning approach

47 citations · 142 across the 48 of their papers we have counts for

collaborators
Showing cs.CLShow all

3 papers · 1 filter

cs.CL2025

Entity-Augmented Neuroscience Knowledge Retrieval Using Ontology and Semantic Understanding Capability of LLM

Pralaypati Ta, Sriram Venkatesaperumal, Keerthi Ram +1

Neuroscience research publications encompass a vast wealth of knowledge. Accurately retrieving existing information and discovering new insights from this extensive literature is e…

cs.CL2025★ 4 cited

Comprehensive Modeling and Question Answering of Cancer Clinical Practice Guidelines using LLMs

Bhumika Gupta, Pralaypati Ta, Keerthi Ram +1

The updated recommendations on diagnostic procedures and treatment pathways for a medical condition are documented as graphical flows in Clinical Practice Guidelines (CPGs). For ef…

cs.CL2024

Knowledge Models for Cancer Clinical Practice Guidelines : Construction, Management and Usage in Question Answering

Pralaypati Ta, Bhumika Gupta, Arihant Jain +3

An automated knowledge modeling algorithm for Cancer Clinical Practice Guidelines (CPGs) extracts the knowledge contained in the CPG documents and transforms it into a programmatic…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.