To improve the quality and safety of radiation therapy

About Us

eContour provides easy access to sample case contours through an intuitive interactive interface aimed at radiation oncology professionals.


Neil Panjwani, BSE, MD


Neil has expertise in computer science, medical imaging, and machine learning and was our founding programmer. He completed residency at Stanford and is an Assistant Professor at University of Washington.

Erin Gillespie, MD


Erin is an Associate Professor at University of Washington and health services researcher with a passion for improving quality through implementation science and innovation in cancer care delivery.

James Murphy, MD, MS


Jim is an Associate Professor in Radiation Oncology at UC San Diego where he runs a health outcomes research group focusing on quality of care in oncology and imaging.

Scott Lundy, BS

Software Developer

Scott is a graduate of Cornell University and has 15 years experience in software development. He has worked with a number of clients in the medical industry and builds tools aimed at improving patient care.

Jeremy Price, MD, PhD

Associate Editor

Jeremy is an Assistant Professor at Fox Chase Cancer Center. He established our collaboration with the Association for Residents in Radiation Oncology (ARRO) and served as the liaison from 2019-2021.

Leah D’Souza, MD, MSc

Associate Editor

Leah is a Resident Physician at Rush University Medical Center. She is passionate about medical education, with a particular focus in clinically relevant anatomy and contouring competency. She is also a co-creator of the Anatomy & Radiology Contouring (ARC) Bootcamp.

Yasamin Sharifzadeh, MD

Partnerships and Communication

Yasamin is a Resident Physician at the Mayo Clinic and the Communications & Advocacy Subcommittee Chair within the Association of Residents in Radiation Oncology (ARRO). With a passion for teamwork, she works with professional organizations and industry partners to help bolster eContour’s reach and collaborative efforts.

Parisa Shams, MD

Editorial Assistant

Parisa is a Resident Physician at Allegheny Health Network who is enthusiastic about educational innovation. She maintains our Guidelines Database and ensures case contours and pearls are up-to-date in accordance with the most recent published guidelines.

Ify Onochie

Anatomy Contourist

Ify is an Anatomy Contourist in the Department of Radiation Oncology at Memorial Sloan Kettering. She identifies and contours organs-at-risk (OAR) for radiation treatment planning and is passionate about OAR quality improvement.

Lakshmi Rekha Narra, MD

Content Manager

Lakshmi is currently a Resident Physician at the Rutgers Cancer Institute of New Jersey. She previously completed a Research Fellowship at the University of Washington.

Mike Sherer, MD


Mike is an Assistant Clinical Professor of Radiation Medicine and Applied Science at UC San Diego. He is passionate about contour quality improvement and medical education. He has led multiple publications with the eContour team analyzing its real-world use and efficacy as a teaching tool for medical students.

Contact Us

We'd love to hear your feedback and ideas for improving the site!

You can reach us via email at support@econtour.org