教师简介

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

教育经历
  • 2011-09 — 2016-01
    COMSATS
    Electronics Enginnering
    Bachelor's
  • 2019-01 — 2019-10
    National University of Science and Technology, Pak
    Computer
    Master
  • 2016-10 — 2019-01
    西北工业大学
    计算机
    博士
工作经历
  • 2019-03 — 2019-08
     Computer and Software  National University of Science and Technology, Pakistan 
    Visiting Faculty
  • 2018-09 — 2025-01
     Software Engineering  Foundation University 
    Visiting Faculty
研究概况

Artificial Intelligence | Machine Learning | Multimodality AI Pipelines | LLM | Medical Imaging | Medical Big Data | Segmentation |Classification | Detection | Digital Image Processing | Cyber Physica

论文成果

(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.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.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.Complexity Analysis of Industrial Scale Cyber Physical Systems.IEEE International Conference on Industrial Cyber-Physical Systems (ICPS).2024 :1-6

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

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

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

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