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greyentity101/README.md 
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PACS Console Status DICOM SCP Pixel Pitch 


┌─────────────────────────────────────────────────────────────────────┐
│  PATIENT DEMOGRAPHICS                                              │
├─────────────────────┬───────────────────────────────────────────────┤
│  Name               │  Mohit Kumar                                  │
│  Specialty          │  Healthcare IT · PACS / DICOM · Med-Imaging  │
│  Institution        │  Fortis Hospitals (MRI · CR · X-ray)         │
│  AET                │  greyentity101                                │
│  Modality           │  Imaging Informatics · Applied AI             │
│  Study Description  │  Where clinical imaging meets infrastructure │
│  Accession          │  mohitjat202@gmail.com                       │
├─────────────────────┴───────────────────────────────────────────────┤
│  [keenkasha.netlify.app]  [LinkedIn]  [ORCID]  [Google Scholar]    │
└─────────────────────────────────────────────────────────────────────┘

Site LinkedIn ORCID Scholar

▸ IMAGING CHAIN — Current Work

SOURCE ─── TUBE ─── PATIENT ─── DETECTOR ─── ASIC ─── RECON ─── PACS ─── READING CONSOLE
                                         ▲
                                         │
                              ┌───────────┴───────────┐
                              │  PHOTON-COUNTING CT   │
                              │  CdTe / Deep Silicon  │
                              │  Spectral Decomposition│
                              └───────────────────────┘

I build the pipelines and infrastructure that carry medical images — and the AI that reads them.

▸ STUDY PROTOCOL — Active Projects
Protocol Status Stack Description
DICOMweb AI Gateway DEPLOYED FastAPI · DICOMweb · FHIR · Python Model-agnostic inference gateway: STOW-RS ingest → inference → DICOM SR + FHIR R4 → report grounding; E1–E4 evaluation protocol
Neural Phase Retrieval IN_PROGRESS PyTorch · U-Net · DICOM Physics-informed U-Net compensating for micro-vibrations in X-ray dark-field radiography; DICOM C-STORE SCP with <50 ms edge inference
Clinical RAG IN_PROGRESS Ollama · JSON · Python Model-agnostic retrieval over clinical & technical docs with local embeddings
Researcher Site DEPLOYED HTML · CSS · JS Static, dependency-free academic publication site
Photon-Counting CT Review DEPLOYED Markdown · matplotlib · Edge 10-section analytical review with 8 figures — physics, vendors, PACS informatics
▸ WORKLIST — Publications
# Title Type Year Status
1 Photon-Counting CT Detectors: Silicon, CdTe, and the Road to Clinical Spectral Imaging Review 2026 Published
2 The Predictive Role of AI in Reducing Complications in Interventional Procedures Review 2026 Preprint
3 DICOMweb AI Gateway: A Vendor-Neutral Framework for Deploying Medical Imaging AI Models Technical Article 2026 Published

All available at keenkasha.netlify.app

▸ IMAGE MATRIX — Stack

Python PyTorch NumPy FastAPI DICOM PACS Ollama Edge Inference Imaging Informatics

▸ NETWORK — Contact

AET:    greyentity101
IP:     mohitjat202@gmail.com
PORT:   Open to work — Healthcare IT, PACS, Imaging Informatics, Applied AI
MODE:   Remote · Hybrid · On-site

┌────────────────────────────────────────────────────┐
│  Built with precision. Read with purpose.          │
│  "A butler's first duty is steadying the room."   │
└────────────────────────────────────────────────────┘

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