Ph.D. Researcher | Deep Learning & AI in Medical Imaging | Python Enthusiast | Educator
Research Assistant, Machine Intelligent Lab, Sichuan University
🎓 I'm a Ph.D. researcher at Sichuan University, exploring the intersection of deep learning and medical image processing. My goal is to develop intelligent, data-driven systems that significantly enhance diagnostic accuracy and clinical decision-making.
💡 Beyond research, I actively mentor undergraduates, guide thesis projects, and conduct sessions on research and development through DevNComp Club, where I currently serve as Research Instructor.
- Retinal Vessel Segmentation using Dual-Encoding Attention U-Net
- ERM Segmentation (Epiretinal Membrane)
- Vesical Structure Segmentation
- Retina Layer-wise Segmentation & Classification
- Mayopiya Classification using CNNs
- Glaucoma Detection using Fundus Analysis
- Strabismus Classification through Eye Feature Mapping
- 3D Pelvic Lymph Node Detection (FAOT-Net – IEEE TMI Published)
- COVID-19 Predictor System using ML for smart healthcare
- Semantic Table Filling for Joint Entity & Relation Extraction
- Undergraduate Teaching Assistant – Discrete Mathematics (2023–2025) | Introduction to Deep Learning (2024–2025)
- Research Instructor – DevNComp Club, Sichuan University
- Thesis Mentorship – Bachelor students (2024–2025)
- 🥈 2nd Place – Southwest China, 18th National Software Innovation Competition (A Level)
- 🇨🇳 Chinese Government Scholarship – CSC (2020 & 2024)
- 🌐 Belt & Road Initiative Scholarship (2016)
- 🧾 National Software Copyright (2024)
Retinal Blood Vessel Segmentation System v1.0
Frontend:
Backend:
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FAOT-Net: A 1.5-Stage Framework for 3D Pelvic Lymph Node Detection
IEEE Transactions on Medical Imaging, 2024
🔗 [DOI](https://doi.org/10.1109/TMI.2023.3329464) -
Dual encoding feature filtering generalized attention UNET for retinal vessel segmentation
Journal of Sichuan University (Natural Science), 2024 🔗 DOI -
SETFF: Semantic Enhanced Table Filling Framework
Springer LNCS Chapter, 2022
🔗 [Link](https://link.springer.com/chapter/10.1007/978-3-031-20865-2_13)
- COVID-19 Predictor
- Retinal Blood Vessel Segmentation
- SETFF - NLP Table Filling (Repo Upcoming)
Open to collaborations, mentoring, and research discussions in AI + Medical Imaging.
📫 Email: [email protected]
📍 Location: Chengdu, Sichuan, China