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[R] biomarker peak detection using machine learning - wanna collaborate?

Reddit r/MachineLearning / 3/14/2026

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Key Points

  • A Reddit post seeks collaboration to apply machine learning to biomarker peak detection in MALDI-TOF mass spectrometry data for tuberculosis and non-tuberculous mycobacteria.
  • The author has attempted a basic ML pipeline using prompts with ChatGPT and Antigravity and is unsure of its correctness.
  • They are looking for someone with physics or core ML expertise to contribute, with potential authorship on a future paper.
  • The post represents a collaboration request rather than reporting a finished result or published finding.

Hey there, I’m currently working with maldi tof mass spec data of tuberculosis generated in our lab. We got non tuberculosis mycobacteria data too. So we know the biomarkers of tuberculosis and we wanna identify those peaks effectively using machine learning.

Using ChatGPT and antigravity, with basic prompting, I tried to develop a machine learning pipeline but idk if it’s correct or not.

I am looking for someone who has done physics or core ml to help me out with this. We can add your name on to this paper eventually.

Thanks!

submitted by /u/Big-Shopping2444
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