LabCompass

Shuo Han

Computer Science · Purdue University West Lafayette

OpenAlex ORCID
Mid career · publishing since 2014
AI in cancer detectionCell Image Analysis TechniquesMedical Image Segmentation TechniquesAdvanced Neural Network ApplicationsSpectroscopy Techniques in Biomedical and Chemical Research

Publications

29

Citations

377

Est. group size

—

Recurring co-author estimate

Active years

13

Publishing since 2014

Research summary
AI-generated

Shuo Han's work applies machine learning and deep learning methods to a range of image analysis and sensing problems, including medical image segmentation, histopathology-based cancer detection, infrared/visible image translation, activity recognition from sensors, and infrastructure monitoring such as power line fault detection and bridge vehicle load identification. The research combines neural network model design (e.g., transformers, GANs, YOLO-based detectors) with applied engineering and biomedical imaging tasks.

Medical image segmentation and cancer detectionDeep learning model design and optimization (transformers, GANs, pruning)Sensor-based human activity recognitionInfrastructure and transportation monitoring (power lines, bridges, vehicles)Computer vision applications across biomedical and engineering domains

Publication output has fluctuated over the past decade with a peak around 2019, a dip in 2022-2023, and a modest resurgence in 2024-2025, averaging about 2.2 papers per year over the last five years.

Generated by claude-sonnet-5 from public bibliographic data · Jul 20, 2026

Publication cadence
Publications per year over the last 10 years — averaging 2.2/year recently
2017: 1 publication172018: 3 publications182019: 6 publications6192020: 3 publications202021: 4 publications212022: 2 publications222023: 1 publication232024: 4 publications242025: 3 publications252026: 1 publication26
Recent publications
Publishes in
  • arXiv (Cornell University)×5
  • Scientific Reports×2
  • Sensors×1
  • Computers & Electrical Engineering×1
  • International Journal of Computational Intelligence Systems×1
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This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.

Last updated Jul 20, 2026.

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