• 18-aug-2025 25a45.25 Review results and informing author-1.
• 11-aug-2025 25a45.24 Info about under peer-review stage.
• 11-aug-2025 25a45.23 Registration to mdpi journal system.
• 04-aug-2025 25a45.22 Missing info resubmission to ai journal.
• 16-jul-2025 25a45.21 Missing co-authorship confirmation.
• 11-aug-2025 25a45.20 Co-authorship confirmation.
• 08-aug-2025 25a45.19 Final revision, digital version.
• 08-aug-2025 25a45.18 Thesis signing at tecno-sci-cent gdbg.
• 07-aug-2025 25a45.17 Files and folder copying to gh.
• 04-jul-2025 25a45.16 Forgotten invitation.
• 08-jul-2025 25a45.15 Final seminar and comments.
• 29-jun-2025 25a45.14 Status with editor for jcmds.
• 07-jul-2025 25a45.13 Contribution verification and registration to jcmds.
• 07-jul-2025 25a45.12 Registration to health analytics.
• 07-jul-2025 25a45.11 Thesis II report and presentation.
• 03-jul-2025 25a45.10 Schedule for thesis II seminar.
• 17-jun-2025 25a45.09 Submission to healthcare analytics.
• 29-may-2025 25a45.08 Online progress report.
• 27-may-2025 25a45.07 Thesis II progress, ch 3-4.
• 16-jan-2025 25a45.06 Thesis I seminar.
• 13-jan-2025 25a45.05 Thesis I report.
• 13-dec-2024 25a45.04 Proposal seminar.
• 11-dec-2024 25a45.03 Proposal reprot
• 09-dec-2024 25a45.02 Chapters 1 and 2 draft.
• 25-nov-2024 25a45.01 Supervision form.

notes

• On 11-aug-2025 registration to a system is on 25h29 .
• It was on sn83g .
• Confusion matrix for x-ray medical image in 27-may-2025 report.

       | 0 | 341 |   0 |   1
  Ac-  +---+-----+-----+-----
  tu-  | 1 |   0 | 236 |   2
  al   +---+-----+-----+-----
       | 2 |   0 |   0 | 354
       +---+-----+-----+-----
           |  0  |  1  |  2
               Prediction
  

• Above result is very good. Confirmation is required about it. Confusion matrix must be accompanied by confident level, NOSR, FCR, etc.
• Furhter understanding of radiation interaction with tissues also important to know the limit of information given by x-ray images, which limits machine learning ability in Prediction due to the sourc of infomration. Correction and discussioin about this hypotheses with AI assistant is available ¹.

refs