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mariam-hedgie/README.md

hi, i'm mariam 馃憢

馃帗 biomedical engineering + cs @ johns hopkins

馃捇 machine learning 路 computer vision 路 neurotech 路 diagnostics 路 robotics

馃 curious about ai and human-machine interfaces


馃毀 currently building 馃毀

LumaQuant Pro badge

AI microscopy analysis platform 路 restoration, segmentation, quantification


NCCT Stroke Preprocessing badge

NCCT preprocessing for early stroke visibility


Surgical RAG badge

RAG-grounded VLM for surgical video 路 submitting to MICCAI 2026


馃帀 built 馃帀

LumaViewPro badge

Open-source microscope control software (Etaluma) 路 7.7x-16.2x stitching speedup


RadJEPA badge

Self-supervised radiology encoder 路 matches models 13x larger 路 2nd author, preprint


Neural Phase Transfer Analysis badge

Similarity analysis for closed-loop neurostimulation transfer


Eyedentify-AI badge

Eye condition detection 路 PyTorch + Grad-CAM 路 full-stack Flask app


馃敆 let's connect

linkedin 聽|聽 mhusai10@jh.edu 聽|聽 my portfolio

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  1. RadJEPA RadJEPA Public

    Forked from aidelab-iitbombay/RadJEPA

    RadJEPA, a self-supervised frame- work built on a Joint Embedding Predictive Architecture that learns without language supervision.

  2. Eyedentify-AI Eyedentify-AI Public

    an AI-powered tool to diagnose and track ocular diseases

    Jupyter Notebook 2

  3. EtalumaSupport/LumaViewPro EtalumaSupport/LumaViewPro Public

    Python 12 8

  4. neural-phase-transfer-analysis neural-phase-transfer-analysis Public

    Similarity analysis evaluating cross-subject and synthetic-signal transfer for AR model training in closed-loop phase-dependent neurostimulation, using ECoG recordings and histogram-overlap scoring.

    1

  5. Johns-Hopkins-URC-Mars-Rover/object_detection_new Johns-Hopkins-URC-Mars-Rover/object_detection_new Public

    Python

  6. NeuroStream NeuroStream Public

    Lightweight simulated neural streaming dashboard with per-channel signal quality monitoring and incident logging.

    Python