Open-source advocate. Interesting in anything related to deep learning, computer vision, large language models, and development of solutions that actually make a difference.

 🏡  Homepage | 📖 Google Scholar | 💻 LinkedIn | 🧙‍ ResearchGate 

• Radiology (CT/MRI/FFDM):Raidionics,AeroPath,neukit,DDMR,livermask,GSI-RADS,LungTumorMask,DMDetect,PLS-Net,ct_mediastinal_structures_segmentation,mri_brain_tumor_segmentation
• Histopathological images (WSI):FastPathology,NoCodeSeg,torchstain,H2G-Net,fast-stain-normalization,FP-DSA-plugin,vsi2tif,wsi-visualization-demo,wsi-annotation-demo,pathology-representation-simulation
• Free-text (chat/notes):chatbot-streamlit-demo,ReferenceBot,adverse-events,NLP-MTL
• Sensors (mobile):IronFlow,DSS,DeepSleep
• Other:FAST,GradientAccumulator,super-ml-pets,breast-cancer-stats,t-loss-tf,ohif4hf
• Dataset contributions:AeroPath,NoCodeSeg,LyNoS

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1. vanna-ai/vannavanna-ai/vannaPublic

   🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using RAG 🔄.

   Python 14.3k 1.3k

2. smistad/FASTsmistad/FASTPublic

   A framework for high-performance medical image processing, neural network inference and visualization

   C++ 462 105

3. AICAN-Research/FAST-PathologyAICAN-Research/FAST-PathologyPublic

   ⚡ Open-source software for deep learning-based digital pathology

   C++ 131 27

4. EIDOSLAB/torchstainEIDOSLAB/torchstainPublic

   Stain normalization tools for histological analysis and computational pathology

   Python 133 25

5. livermasklivermaskPublic

   💥 Command line tool for automatic liver parenchyma and liver vessel segmentation in CT using a pretrained deep learning model

   Python 66 11

6. GradientAccumulatorGradientAccumulatorPublic

   🎯 Accumulated Gradients for TensorFlow 2

   Python 53 11