
Advanced Biomedical Image Analyst
2 days ago
Job Title: Advanced Biomedical Image Analyst
Experience: Freshers
Location: Delhi
Job Description:
We are seeking a motivated PhD candidate interested in machine learning for histopathology image analysis. The candidate will contribute to developing and optimizing deep learning models to analyze digitized H&E slides for cancer classification and spatial mapping. This role is well-suited for researchers aiming to apply advanced computational methods to biomedical challenges. We offer a collaborative research environment where you can apply your skills to real-world problems and advance the field of biomedical image analysis.
Responsibilities:
• Design, develop, and train convolutional neural networks (CNNs) and related ML models on H&E-stained histology images.
• Use and extend tools such as QuPath for cell annotations, segmentation models, and dataset curation.
• Preprocess, annotate, and manage large image datasets to support model training and validation.
• Collaborate with cross-disciplinary teams to integrate image-based predictions with molecular and clinical data.
• Analyze model performance and contribute to improving accuracy, efficiency, and robustness.
• Document research findings and contribute to publications in peer-reviewed journals.
Qualifications:
• PhD in Computer Science, Biomedical Engineering, Data Science, Computational Biology, or a related discipline.
• Demonstrated research experience in machine learning, deep learning, or biomedical image analysis (e.g., publications, thesis projects, or conference presentations).
• Strong programming skills in Python and experience with ML frameworks such as TensorFlow or PyTorch.
• Familiarity with digital pathology workflows, image preprocessing/augmentation, and annotation tools.
• Ability to work collaboratively in a multidisciplinary research environment.
Preferred:
• Background in cancer histopathology or biomedical image analysis.
• Knowledge of multimodal data integration, including spatial transcriptomics.
This is an excellent opportunity to join a dynamic team of researchers and contribute to advancing the field of biomedical image analysis. If you are passionate about applying machine learning to real-world problems and have a strong background in computer science and biomedical engineering, we encourage you to apply.
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