Academic Research

I will analyze your medical images using Python to detect cancer

Mohammed Forekan WordPress Developer | SEO Consultant | PhD Research Fellow 500+ websites built

About this service

Cancer Detection in Medical Images with Python

For research and academic use only. This service does not provide medical diagnosis.

What’s included

  • Image typesHistopathology, mammography, CT, X-ray and dermoscopy (skin lesions)
  • Data checkFormat, quality, class balance and label consistency
  • PreprocessingStain normalisation for histopathology, resizing, augmentation and patching for large slides
  • ModelsCNNs, transfer learning and vision transformers chosen for your data size
  • EvaluationAccuracy, sensitivity, specificity, F1, ROC-AUC and confusion matrix with proper train / validation / test splits
  • ExplainabilityGrad-CAM heatmaps for model transparency
  • Figures & tablesPublication-ready results
  • CodeClean Python (PyTorch / TensorFlow, OpenCV, scikit-learn) notebook you can rerun
  • Method write-upA methodology section you can adapt for your paper or thesis

What I need from you

  1. De-identified images
  2. Labels or ground truth, if available
  3. Your research objective and preferred framework (if any)

Order with the form

Fill in the details. You get an order number and payment instructions by email right away, and I confirm within one working day.

FAQ

Is this a medical diagnosis?

No. Results are for research and education only and must not be used for clinical decisions.

Which cancers can you work on?

Breast, lung, skin, brain, colorectal and others — as long as the images and labels support the research question.

Can you use a public dataset if I don’t have data?

Yes. I can suggest suitable public datasets (for example from Kaggle or The Cancer Imaging Archive) for your topic.

About the seller

Mohammed Forekan

Mohammed Forekan

WordPress Developer | SEO Consultant | PhD Research Fellow

Contact me
From
Chattogram, Bangladesh
Based in
Guwahati, Assam, India
websites built
500+
sites grown in organic traffic
100+

I am a WordPress developer and SEO consultant who started working online right after high school. I have built 500+ websites for businesses and professionals in Bangladesh and abroad, and helped 100+ websites and blogs grow their organic traffic. Today I combine that practical experience with Python programming and PhD research at Assam down town University, Guwahati — bringing a researcher’s attention to data and detail to every project.

Starting at$129

Have a project? Let’s talk.