Ibtihaj Ahmad
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Personal Information
  • Name (English):
    Ibtihaj Ahmad
  • Date of Employment:
    2024-08
  • School/Department:
    School of Public Health
  • Administrative Position:
    Post Doctorate
  • Education Level:
    Postgraduate (Doctoral)
  • Business Address:
    National Health and Medical Big Data Research Institute of Shandong University, School of Public Health, Xinglongshan Campus, Jinan, Shandong, China
  • Gender:
    Male
  • Contact Information:
  • Degree:
    Doctor
  • Alma Mater:
    Northwestern Polytechnical University, China
Discipline:
Computer Science and Technology;
Honor:

2025    Outstanding Doctoral Graduate;
2024    Best Paper at the First Belt and Road Forum, NWPU, Xi'an, China.P.R;
Fully Funded Doctorate by Chinese Government Scholarship Council;
Biography

Artificial Intelligence | Machine Learning | Multimodality AI Pipelines | LLM | Medical Imaging | Medical Big Data | Segmentation | Classification | Detection | Image Processing | Cyber Physical Systems | Electronics


Education
  • 2011-09 — 2016-01
    COMSATS
    Electronics Engineering
    Undergraduate
  • 2019-01 — 2019-10
    National University of Science and Technology, Pak
    Computer
    Master's Degree in Engineering
  • 2016-10 — 2019-01
    Northwestern Polytechnical University
    Computer Science and Technology
    Doctoral Degree
Publication
Paper Publications

1. From EHR Chaos to Clinical Clarity: Enhancing Foundational Encoders with Task-Specific Attention for Domain-Oriented Representation Learning in Downstream Clinical Applications .Health Information Science and Systems.2026

2. Exploring schizophrenia-associated image-derived digital phenotypes in dual-energy X-ray densitometer scans of non-dominant distal forearm: An explainable machine-learning framework .Psychiatry Research.2026 :117186

3. Ibtihaj Ahmad , Yong Xia , Hengfei Cui  and Zain Ul Islam. DAN-NucNet: A dual attention based framework for nuclei segmentation in cancer histology images under wild clinical conditions .Expert Systems with Applications.2023,213

4. Ibtihaj Ahmad  and et. al.. Deep-SEA: a deep learning based patient specific multi-modality post-cancer survival estimation architecture .Applied Intelligence.2024,54 (21):10640-10652

5. Ibtihaj Ahmad  and et. al. Complexity Analysis of Industrial Scale Cyber Physical Systems .IEEE International Conference on Industrial Cyber-Physical Systems (ICPS).2024 :1-6

6. Ibtihaj Ahmad  and et. al. A three in one bottom-up framework for simultaneous semantic segmentation, instance segmentation and classification of multi-organ nuclei in digital cancer histology .Image and Vision Computing.2024,146 (105047)

7. Ibtihaj Ahmad  and et. al. AATSN: Anatomy Aware Tumor Segmentation Network for PET-CT volumes and images using a lightweight fusion-attention mechanism .Computers in Biology and Medicine.2023,157 :106748

8. Ibtihaj Ahmad  and et. al. An FPGA Based Approach For People Counting Using Image Processing Techniques .International Conference on Knowledge and Smart Technology (KST), IEEE.2019

9. Ibtihaj Ahmad  and et. al. Anatomy guided modality fusion for cancer segmentation in PET CT volumes and images .Scientific Reports.2025,15 (1):12153

10. Ibtihaj Ahmad  and et. al. Security Aspects of Cyber Physical Systems .International Conference on Computer Applications & Information Security (ICCAIS).2018 :1-6

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