Summary

The Department of Radiation Oncology at the Baylor College of Medicine is recruiting for a postdoctoral research associate with specialization in AI-modeling, Monte Carlo simulation, and coding. The successful candidate will work alongside a multidisciplinary team, leveraging artificial intelligence and computational methodologies to optimize treatment plans, enhance patient outcomes, and innovate radiation therapy techniques.

Job Duties

1- AI-Modeling for Treatment Planning:

• Develops, optimizes, and validates AI-based models to assist in image analysis, radiation outcomes prediction and adaptive radiation applications.
• Works closely with our faculty to understand clinical needs and implement AI solutions to address specific challenges.

2-Monte Carlo simulation for development of new therapy techniques

• Develops Monte Carlo code to simulate Brachytherapy radioactive seeds, assist in Brachytherapy treatment planning and dose analysis.
• Works closely with our faculty to implement simulated results in the clinic and develop novel treatment methods.

3-Data Management & Analysis

• Manages and analyzes vast datasets related to radiation treatments, ensuring data integrity, consistency, and security.
• Collaborates with data scientists to identify trends, patterns, and opportunities for improvement.

4-Coding & Software Development:

• Codes, tests, and refines software applications tailored for the radiation oncology domain and particularly related to imaging and dose DICOM integration in AI-models.
• Interfaces with existing software platforms, ensuring smooth integration of AI-driven tools.

5-Collaborative Research:

• Engages in research activities, co-authoring publications, and presenting findings at relevant conferences and workshops.
• Collaborates with researchers from other departments and institutions on joint initiatives.

6-Continuous Learning & Training:

• Stays updated with the latest advancements in AI, computer science, and radiation oncology.
• Provides training to departmental staff on the use and interpretation of AI-driven tools and software.

7-Safety & Compliance:

• Adheres to all BCM regulations and guidelines, ensuring that all AI tools meet medical and ethical standards.
• Works closely with the BCM Institutional Review Board and adhere to patient data privacy standards. 

Minimum Qualifications

• MD or Ph.D. in Basic Science, Health Science, or a related field.
• No experience required.

Preferred Qualifications

• Proficiency in AI modeling techniques and tools, with a demonstrated track record in real-world applications.
• Strong coding skills, preferably in Python, C++, MATLAB, and other relevant languages.
• Familiarity with medical imaging data formats (DICOM, NIfTI) and related software tools.
• Familiarity with any Monte Carlo simulation package (EGS, MCNPX, GEANT4) will be an advantage.
• A background in radiation oncology or medical physics will be an advantage.
• Excellent written and verbal communication skills.
• Experience with cloud computing and big data analytics platforms.