The Center of Computational Imaging and Personalized Diagnostics (CCIPD) at Case Western Reserve University is involved in various different aspects of developing, evaluating and applying novel quantitative image analysis, computer vision, signal processing, segmentation, multi-modal co-registration tools, pattern recognition, and machine learning tools for disease diagnosis, prognosis, and theragnosis in the context of breast, prostate, head and neck, and brain tumors as well as epilepsy and carotid plaque. Our group is also exploring the utility of these methods in studying correlations of disease markers across multiple scales, modalities, and functionalities -- from gene and protein expression to spectroscopy to digital pathology and to multi-parametric MRI.


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Wed, 2021-04-21 19:12

Scientists, medical researchers at Case Western Reserve, NYU Langone Health and University Hospitals using machine-learning to predict response to immunotherapy

Medical researchers from Case Western Reserve University, New York University (NYU) and University Hospitals have been awarded a five-year, $3 million National Cancer Institute grant to develop and apply artificial intelligence (AI) tools for predicting which lung cancer patients will respond to immunotherapy.

Read the full press release on CWRU’s...

Wed, 2021-04-21 19:11

In a dev.Count tech blog article titled, “80 Interesting Artificial Intelligence & Machine Learning Predictions For 2021”, Dr. Anant Madabhushi predicts, “2021 will also likely see more innovation in non-black-box (interpretable AI) technologies in order to make them more amenable for use by clinicians and physicians.”
“More innovation will continue in the use of AI not just for diagnosis of disease, but also for predicting patient outcome and predicting and monitoring therapeutic response to specific drugs like chemotherapy and checkpoint inhibitors...

Mon, 2021-04-19 17:35

An inspiring story about how CCIPD student researcher and CWRU graduating senior Daniel Shao’s experience helped him achieve his goals.

The following is an excerpt from the story in CWRU's The Daily:
Shao has already put his computer science training to work in medical research, serving as a member of Anant Madabhushi’s research team in the Center for Computational Imaging and Personalized Diagnostics. He’s now...

Thu, 2021-04-15 11:51

A CWRU Biomedical Engineering article focuses on the recent activity and growth of the Center for Computational Imaging and Personalized Diagnostics. Read the full feature on the CWRU Department of Biomedical Engineering’s website.

Thu, 2021-04-15 11:49

In the last month, two patents were awarded to inventors from the Center for Computational Imaging and Personalized Diagnostics (CCIPD): “Predicting recurrence in early stage non-small cell lung cancer (NSCLC) using spatial arrangement of clusters of tumor infiltrating lymphocytes and cancer nuclei”, and “Hough transform-based vascular network disorder features on baseline fluorescein angiography scans predict response to anti-VEGF therapy in diabetic macular edema”.

Congratulations to Anant Madabhushi, PhD, Donnell Institute Professor, biomedical engineering...