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Author

Manoj Kumar

2 papers indexed here

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Review Open access Sep 2026

Context-Grounded PET-CT Report Generation Using LoRA-Fine-Tuned BioMedLM with Physician Validation and Safety Evaluation

Positron emission tomography-computed tomography (PET-CT) reporting is cognitively demanding, requiring integration of quantitative metabolic data and anatomical findings across multiple body regions. Existing segmentation and analysis models provide anatomical and physiological parameters, but not cohesive physici...

D. Prakash, Pramukh Kulkarni, Venkatesh Rangarajan et al. · 0 citations

A novel approach for Rare Disease symptom extraction from Clinical Texts Using Knowledge Graph Embeddings and Large Language Models

This study demonstrates how the new-age technologies, such as GenAI and Natura Language Processing (NLP) can aid in collecting valuable clinical data, improving patient safety and rare disease identification, as well as integrating natural language processing and graph-based reasoning to enhance disease recognition.

A. Dhull, Kartik Pal, Manoj Kumar · 0 citations

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