Postdoctoral research in DL for lung cancer radiation therapy
University of Louisville ECE Department
We have an immediate opening for a postdoctoral researcher with expertise in DL and medical image analysis to work on a project on image based radiation therapy of small cell lung cancer
Requirements: PhD in EE, CS, BME or related field with focus area of medical image analysis and DL
Strong expertise in DL, Python, Keras/PyTorch
If interested email two most significant publications, CV, and 3 references
Link:
None
Postdoctoral Research Associate in BioMedical Image Analysis
Durham Univestity
Applications are invited for a Postdoctoral Research Associate to work on a project entitled “Automated 3D measurement of macular holes”.
Macular holes (MH) are a common and blinding condition with a prevalence of up to 0.5% in the over 60-year+ age group and are bilateral in up to 10% of cases. The holes are measured using optical coherence tomography (OCT) scanners. These are medical imaging devices which provide highly detailed and magnified optical cross sections through the retina and the macular hole. The scans take seconds to perform and are pain free. Currently the widths of the holes are then measured from these scan images by clinicians using calipers in one dimension. This is a time-consuming process, subject to error and not representative of the complex 3D shape of the holes, which vary hugely from person to person. Recently, Prof David Steel and Dr Boguslaw Obara have produced a fully automated image analysis approach that can measure MH in 3D from routinely acquired preoperative OCT images.
Link:
https://durham.taleo.net/careersection/du_ext/jobdetail.ftl?job=20000244&lang=en
Microscopy image analyst / sw developer / data manager
Institute for Research in Biomedicine, USI
To collaborate in the creation of IMMUNEMAP: a database of intravital 2-photon microscopy videos of white blood cells.
Ideal candidate has a MSc in informatics or biology and is interested in interdisciolinary research.
The candidate will do/collaborate in all or part of the following:
- Collect and analyze data from the lab and international partners
- Develop software tools to facilitate the analysis
- Develop pipeline and data management solutions
contract duration 1-2 years
Link:
https://www.irb.usi.ch/image-analysis-specialist-data-engineer-software-developer-ddr-santiago-gonzalez
Postdoctoral Scholar for Image-guided Radiotherapy
UT Southwestern Medical Center
A postdoctoral scholar position is available at UT Southwestern Medical Center. The research topic is on 4D CT/MRI reconstruction and deformable registration for image-guided radiation therapy, using advanced iterative and machine learning techniques. The candidate is expected to be proficient in mathematical and programming skills. No background in medical physics is required. Successful candidates will also be eligible to enroll into a CAMPEP-accredited medical physics certificate program for free to enter into the medical physicist profession.
Link:
None
Postdoctoral Research Fellow Position in Medical Image Analysis
Medical Image and Signal Processing Research center
Postdoctoral and Researcher positions are available at Medical Image and Signal Processing (MISP) research center, School of Advanced Technologies in Medicine, Isfahan University of Medical Sciences, Isfahan, Iran.
The subject of this research project is:
Design & Development of a Fully Automated CS-based Ocular OCT system
T1: CS-based Hardware/Software development of OCT (A-scan, B-scan, C-scan)
T2: Designing a combinatory method (DL-based, Statistical-based, Sparse representation-based) for classification of DR
T3: Modeling of ocular images using optimum basis functions (DL & MCA)
Prior experience with compressive sensing (hardware & software issues) and/or medical optics and/or advanced signal/image processing methods is strongly preferred.
MAJOR RESPONSIBILITIES:
*Hardware design (mostly for T1)
*Software design, programs studies and analyses. Uses advanced signal/image processing techniques to analyze and interpret data. (mostly for T2&T3)
*Writes and collaborates on grants and manuscripts and presents research at scientific conferences. (for T1&T2&T3)
*Provides specialized training and supervision of graduate and undergraduate level assistants. Coordinates data management ensuring data integrity and protocol compliance. (for T1&T2&T3)
*Manages compliance with human subject protocols. (for T1&T2&T3)
The new member will be working with Dr. Hossein Rabbani, Professor of Biomedical Engineering at Isfahan University of Medical Sciences (http://profiles.mui.ac.ir/hossein-rabbani,https://hrabbani.site123.me/). https://misp.mui.ac.ir/en
Interested applicants should register at https://misp.mui.ac.ir/en/registration and they can send their CV to Dr. Hossein Rabbani at Rabbani.h@gmail.com
Link:
https://misp.mui.ac.ir/en
Phd, Postdoc, and Researcher Positions
Idiap Research Institute
The Idiap Research Institute has multiple open positions (PhD, Postdoc, Researcher) in the field of artificial intelligence, including all aspects of imaging.
For detailed job descriptions, inquiries, and to apply, please follow the link above.
Link:
https://www.idiap.ch/en/join-us/job-opportunities
