Ciaran Malone
@ciaranmalone.bsky.social
Medical Physicist/Research Fellow @SLRON, Dublin, Ireland. Radiotherapy, AI, Data science. Views are my own.
A step closer to true human-AI synergy: This study shows how integrating human feedback into AI planning tools enhances treatment planning, reducing hotspots while preserving clinical quality. Further integration of AI as a complement, not a replacement. #AI #MedPhys #Radonc
shorturl.at/5DHlT
shorturl.at/5DHlT
December 9, 2024 at 10:06 PM
A step closer to true human-AI synergy: This study shows how integrating human feedback into AI planning tools enhances treatment planning, reducing hotspots while preserving clinical quality. Further integration of AI as a complement, not a replacement. #AI #MedPhys #Radonc
shorturl.at/5DHlT
shorturl.at/5DHlT
Acdc/Irish trad mix...wow! #latelatetoyshow
December 6, 2024 at 9:57 PM
Acdc/Irish trad mix...wow! #latelatetoyshow
Promising results from Lauren Conway on 5-point open face masks for #H&N patients using #SGRT:
- Fewer patients needing anti-anxiety meds
- Highlights the importance of the #SLRON OPEN trial which evaluates both 3- and 5-point masks
Towards greater comfort and more options for our patients!
- Fewer patients needing anti-anxiety meds
- Highlights the importance of the #SLRON OPEN trial which evaluates both 3- and 5-point masks
Towards greater comfort and more options for our patients!
November 29, 2024 at 1:29 PM
Looking forward to attending the SGRT Annual European Meeting today in London.
Particularly interested in:
- How others use #SGRT for open #H&N RT facemasks
- How others use SGRT to measure intra- inter-fraction motion
- Different ROI approaches/strategies
#medphys #Radonc #VisionRT #SLRON
Particularly interested in:
- How others use #SGRT for open #H&N RT facemasks
- How others use SGRT to measure intra- inter-fraction motion
- Different ROI approaches/strategies
#medphys #Radonc #VisionRT #SLRON
November 28, 2024 at 7:26 AM
Interesting paper I read today re: automated RT breast planning:
➪ ML-based system predicts ideal fluence maps.
➪ Automated plans match clinical quality, cuts planning time & allows for personalised fine-tuning.
➪ Supports planners reaching optimal planning solution.
tinyurl.com/Scaop
➪ ML-based system predicts ideal fluence maps.
➪ Automated plans match clinical quality, cuts planning time & allows for personalised fine-tuning.
➪ Supports planners reaching optimal planning solution.
tinyurl.com/Scaop
November 22, 2024 at 9:57 PM
Interesting paper I read today re: automated RT breast planning:
➪ ML-based system predicts ideal fluence maps.
➪ Automated plans match clinical quality, cuts planning time & allows for personalised fine-tuning.
➪ Supports planners reaching optimal planning solution.
tinyurl.com/Scaop
➪ ML-based system predicts ideal fluence maps.
➪ Automated plans match clinical quality, cuts planning time & allows for personalised fine-tuning.
➪ Supports planners reaching optimal planning solution.
tinyurl.com/Scaop
Paper for today's reading:
Scoping paper on uncertainty quantification in #Radiotherapy
Key takehomes:
- Current focus is heavily towards #AI auto-contouring
- Must also look at other areas in RT workflow e.g AI planning/dose prediction for balence
#RadOnc #Medphys
tinyurl.com/GreenJournalAI
Scoping paper on uncertainty quantification in #Radiotherapy
Key takehomes:
- Current focus is heavily towards #AI auto-contouring
- Must also look at other areas in RT workflow e.g AI planning/dose prediction for balence
#RadOnc #Medphys
tinyurl.com/GreenJournalAI
November 19, 2024 at 8:49 PM
Paper for today's reading:
Scoping paper on uncertainty quantification in #Radiotherapy
Key takehomes:
- Current focus is heavily towards #AI auto-contouring
- Must also look at other areas in RT workflow e.g AI planning/dose prediction for balence
#RadOnc #Medphys
tinyurl.com/GreenJournalAI
Scoping paper on uncertainty quantification in #Radiotherapy
Key takehomes:
- Current focus is heavily towards #AI auto-contouring
- Must also look at other areas in RT workflow e.g AI planning/dose prediction for balence
#RadOnc #Medphys
tinyurl.com/GreenJournalAI
Published in the Green Journal this year: A joint ESTRO and AAPM guideline for integrating AI models in RT.
Key Takehomes:
- Best practices for AI model development & validation
- Clinical implementation strategies & QA
- practical examples and resources
👉 bit.ly/3KtpimR
#AI #Radonc #radiotherapy
Key Takehomes:
- Best practices for AI model development & validation
- Clinical implementation strategies & QA
- practical examples and resources
👉 bit.ly/3KtpimR
#AI #Radonc #radiotherapy
November 18, 2024 at 9:03 PM
Published in the Green Journal this year: A joint ESTRO and AAPM guideline for integrating AI models in RT.
Key Takehomes:
- Best practices for AI model development & validation
- Clinical implementation strategies & QA
- practical examples and resources
👉 bit.ly/3KtpimR
#AI #Radonc #radiotherapy
Key Takehomes:
- Best practices for AI model development & validation
- Clinical implementation strategies & QA
- practical examples and resources
👉 bit.ly/3KtpimR
#AI #Radonc #radiotherapy
Really interesting bibliometic analysis of #AI in #Radiotherapy by Lv et al, looks like we are certainly part an exciting time in Radiotherapy and haven't reached the peak yet...
ro-journal.biomedcentral.com/articles/10....
ro-journal.biomedcentral.com/articles/10....
November 17, 2024 at 7:18 PM
Really interesting bibliometic analysis of #AI in #Radiotherapy by Lv et al, looks like we are certainly part an exciting time in Radiotherapy and haven't reached the peak yet...
ro-journal.biomedcentral.com/articles/10....
ro-journal.biomedcentral.com/articles/10....