Mustafa Al-Rubaye

🚀 New Project: Local PDF Chatbot with Llama3 and LangChain

I just built a fully offline PDF chatbot powered by Ollama, LangChain, and Llama3! 🦙 (The implementation supports other models via Ollama)

🔗 code: github.com/MustafaAl-Ru...

#AI #LLM #LangChain #Python #RAG #LocalLLM #Llama3 #DL #Ollama

New open access article online: Vernier microcombs for integrated optical atomic clocks.

go.nature.com/4jpVAOF

#photonics #optics

Can you train a model for pose estimation directly on casual videos without supervision?

Turns out you can!

In our #CVPR2025 paper AnyCam, we directly train on YouTube videos and achieve SOTA results by using an uncertainty-based flow loss and monocular priors!

⬇️

Imaging-guided deep tissue in vivo sound printing Three-dimensional printing offers promise for patient-specific implants and therapies but is often limited by the need for invasive surgical procedures. To address this, we developed an imaging-guided...

Focused ultrasound cross-links functional biomaterials within deep tissues to enable on-demand in vivo printing of implants, demonstrating potential for a wide range of biomedical applications #NBThighlight www.science.org/doi/10.1126/...

GitHub - MustafaAl-Rubaye/DMQC: Deep Mammography Quality Control Deep Mammography Quality Control. Contribute to MustafaAl-Rubaye/DMQC development by creating an account on GitHub.

🚀 Just open-sourced my Bachelor’s thesis project: DMQC – a deep learning pipeline for automating quality checks in mammography. Segments anatomy with U-Net/FPN + applies PGMI rules.
🔗 github.com/MustafaAl-Ru...

#AI #MedicalImaging #deeplearning #DL #unet #mammography #OpenSource

Excited to share our new preprint:

“Deep learning-based classification of lumbar T2-weighted MRIs to subjects with and without low back pain symptoms”

www.researchsquare.com/article/rs-6...

#AIinHealthcare #DeepLearning #SpineMRI #MedicalImaging

IBM Registration form AI Value Creators: Beyond the Generative AI Mindset, IBM account registration

AI Value Creators playbook and it’s free on #IBM

Lessons from IBM leaders on turning AI into business value.
• Real stories
• Strategic insights
• Actionable steps

Worth a read if you care about building with AI, not just talking about it.

Free PDF: lnkd.in/gsUzs39n

#free #book #DL #AI #ML

5 really helpful tips for completing your PhD - EERA Blog We asked PhD student Emily Dowdeswell for her top tips for students currently starting their doctoral journey

Find your support bubble, says Emily Dowdeswell, in her blog post for doctoral students on completing your PhD - for all the #EmergingResearchers out there #EduSci https://blog.eera-ecer.de/phd-during-covid-19/

Automatic quality assessment in mammography screening : a deep learning based segmentation method

Mammography QC with AI

Trained a DL model to segment breast, pectoral, nipple & skin-foldings for automatic quality control in screening.

0.90 Dice for key structures.
Helps reduce unnecessary recalls.

oulurepo.oulu.fi/handle/10024/18084
#AI #Mammography #MedicalImaging
#DeepLearning #DL #ML