Postdoctoral Associate- Biomedical Engineering and Physics

Summary

The Department of Radiation Oncology at the Baylor College of Medicine is recruiting for a postdoctoral research fellow or research associate with specialization in AI-modeling 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 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-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.


3-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.


4-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.


5-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.


6-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.
  

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++, and other relevant languages.


• Familiarity with medical imaging data formats (DICOM, NIfTI) and related software tools.


• 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.