Sinan. M.
All projects

Image analysis

Microscopy & segmentation

A space for image analysis workflows that connect microscopy with quantitative measurements.

Editable project template. The research topic has been supplied; specific methods, results, and resources have not.
Segmentation schematic
Illustrative schematic. No experimental data or results are represented.

Overview

This editable project outline covers microscopy image analysis and deep learning segmentation. It does not describe a completed project or claim a model’s performance.

Research question

Specify the imaging modality, structures of interest, and biological question that motivate the segmentation task.

Methods and workflow

Describe your actual data, annotation process, model, and evaluation approach.

  1. Image acquisition and quality control
  2. Annotation and preprocessing
  3. Segmentation and evaluation
  4. Downstream biological measurements

Figures and results

Replace the schematic with a real, appropriately labeled image when available. Include image provenance, scale bars, and the interpretation of any overlay. Add verified quantitative results and limitations here.

Technologies

List the frameworks, software versions, and microscopy tools used in the work.

Add links to code, model weights, associated publications, and datasets when available.