Dr. Zunaira Rauf

Dr. Zunaira Rauf

Assistant Professor

Department: Department of Computer Science

Campus: Aerospace & Aviation Campus, Kamra

Official Email: [email protected]

Qualification: Ph.D. in Computer Science

Specialization: Deep Learning and Medical Image Analysis

Faculty Profile

Dr. Zunaira Rauf is an Assistant Professor in the Department of Computer Science at Air University, Aerospace & Aviation Campus Kamra. Her research focuses on deep learning, medical image analysis, computer vision and artificial intelligence techniques for analysing complex biomedical images. Her research interests include CNN-transformer hybrid architectures, histopathological image analysis, lymphocyte detection, nuclei segmentation and object detection.

Academic Qualification

Highest Qualification Ph.D. in Computer Science
Discipline Computer Science
Research Focus Deep Learning and Medical Image Analysis

Research Expertise

Research Interests

  • Deep Learning
  • Medical Image Analysis
  • Computer Vision
  • Convolutional Neural Networks
  • Vision Transformers
  • Histopathological Image Analysis
  • Object Detection
  • Bioinformatics

Areas of Specialization

  • Computer Vision
  • Medical Image Analysis
  • CNN-Transformer Hybrid Architectures
  • Cancer Image Analysis

Research Keywords

Deep learning, CNN, vision transformer, medical image segmentation, histopathology, lymphocyte detection, nuclei segmentation and cancer analysis.

Research Impact & Metrics

936 Google Scholar Citations
9 Google Scholar H-Index

Selected Research Publications

1. Lymphocyte Detection for Cancer Analysis Using a Novel Fusion Block Based Channel Boosted CNN

Journal: Scientific Reports

Volume: 13(1), 14047

Year: 2023

2. Attention-Guided Multi-Scale Deep Object Detection Framework for Lymphocyte Analysis in IHC Histological Images

Journal: Microscopy

Year: 2022

3. A Survey of the Vision Transformers and Their CNN-Transformer Based Variants

Journal: Artificial Intelligence Review

Pages: 1–54

Year: 2023

4. A Recent Survey of Vision Transformers for Medical Image Segmentation

Journal: IEEE Access

Year: 2025

Publications & Research Outputs

Journal Articles 6
Conference Papers 2
Books / Book Chapters 0
Other Significant Outputs 2 preprints under review
International Co-authorship Yes

Additional Research Outputs

Multi-Agent Systems and Their Evolution: A Comparative Survey

Status: Under review (2026)

For the complete publication list, please consult the official Air University faculty profile.

International Research Collaboration

Prof. Jeonghwan Gwak

Country: South Korea

Nature of Collaboration: Co-authorship on multiple journal publications.

Joint Publications: Yes, as reported in the supplied faculty profile form.

Research Profiles & Academic Links

Official Air University Faculty Profile


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