RT
Radiotherapy automation
Workflow tooling around treatment planning, plan review, dose metrics, SRS analytics, RayStation/TPS scripting and operational quality checks.
ESAPIRayStation scriptingARIAC#
Medical Informatics Specialist · Leipzig
Clinical precision,
built into software.
I’m Maximilian Grohmann — medical physicist and medical informatics specialist working where radiotherapy, patient safety, ARIA database queries, DICOM workflows, HL7/FHIR interfaces, web services, clinical networking, automation and applied AI meet real clinical constraints.
clinical-automation.sh
$ profile --roleMedical Informatics Specialist @ Universitätsklinikum Leipzig$ domains --strongRadiotherapy · ARIA SQL · DICOM · HL7/FHIR · Web Services · ESAPI · RayStation · Python · C# · Networks$ missionBuild practical tools that make clinical workflows safer, clearer and more reproducible.
Focus areas
Hands-on engineering for clinical environments: pragmatic, safety-aware and close to real radiotherapy, IT and integration workflows.
DCM
DICOM & medical imaging
Clinical data pipelines for DICOM-RT, RTSTRUCT, dose grids, image geometry, ARIA SQL queries, export/import and robust data handling.
DICOM-RTARIA DB / SQLPythonImaging
AI
AI with guardrails
Applied AI and coding-assistant workflows with attention to validation, privacy, reproducibility and patient safety.
AI/LLMsMONAISafety
IT
Department IT
Connecting clinical reality with maintainable software, interface design, department-to-hospital system integration, automation, documentation and data strategy.
AutomationHL7/FHIRWeb servicesOps
Clinical interoperability
Digitalization in a hospital department is often less about one perfect system and more about reliable bridges between many imperfect ones.
SQL
ARIA database work
SQL-based querying and reporting around ARIA data, turning clinical system data into usable operational insight.
ARIA DBSQLReporting
API
Interfaces & web services
Creating interfaces between departmental, clinical and surrounding hospital systems — including HL7, FHIR and service-based integrations.
HL7FHIRREST/Web services
NET
Clinical networking
Protocol-aware troubleshooting and coordination for real clinical communication: port releases, routing, firewalls and services across DICOM, SMB and other protocols.
DICOMSMBPorts & firewalls
CV snapshot
A compact public overview. Details can grow over time, while project and publication data are refreshed automatically.
Now
Medical Informatics Specialist · Universitätsklinikum Leipzig
Department IT, digitalization, clinical system interfaces, ARIA database/SQL work, HL7/FHIR and web-service integration, network/protocol coordination, automation and AI-focused tooling in Leipzig.
Before
Medical Physicist · University Medical Center Hamburg-Eppendorf
Clinical medical physics experience in radiotherapy with strong links to patient safety, TPS scripting, DICOM/SMB/networked workflows and technical workflow improvement.
Education
M.Sc. Medical Physics · Martin Luther University Halle-Wittenberg
Formal background in medical physics, bridging physics, medicine, computation and quality assurance.
Selected projects
Automatically refreshed from public GitHub repositories. Domain-relevant clinical tooling is prioritized.
—public non-fork repositories
—highlighted projects
dailydata refresh cadence
DICOM-RT-Station
PythonDICOM RT plan management GUI for receiving, organizing and forwarding radiotherapy plan objects.
★ 7
Framework for automated radiotherapy plan review with PQM evaluation, DVH visualization and failure-mode logging.
★ 4
STARDUST RT-SAM2
PythonAI-powered tumor segmentation and treatment-planning-system data extraction for radiotherapy workflows.
★ 5
Recent publications
Automatically refreshed from ORCID. Selected work covers radiation oncology, SBRT/SRS, AI autocontouring, patient safety and clinical practice.
2026
Tumor control probability modeling of pulmonary metastases in oligometastatic head and neck squamous cell carcinoma treated with stereotactic body radiation therapy2026
An efficient automated approach for accumulated dose estimation in prostate cancer radiotherapy2025
Contouring in transition: perceptions of AI-based autocontouring by radiation oncologists and medical physicists in German-speaking countriesConnect
If radiotherapy automation, medical imaging, interoperability, clinical networking, patient safety or clinical AI workflows overlap with your work, these are the best public entry points.