Wed, 2020-09-30 16:34
Center for Computational Imaging and Personalized Diagnostics researchers awarded patent
Wednesday, September 30, 2020 - 16:34

Anant Madabhushi, PhD, and Cheng Lu, PhD, from the Center for Computational Imaging and Personalized Diagnostics (CCIPD) were awarded the patent: “Predicting cancer recurrence using local co-occurrence of cell morphology (LoCoM)”. 

United States Serial Number (USSN): 10,783,627, September 22nd, 2020.

Inventors: Madabhushi; Anant (Shaker Heights, OH), Lu; Cheng (Cleveland Heights, OH)

Abstract: Embodiments include apparatus for predicting cancer recurrence based on local co-occurrence of cell morphology (LoCoM). The apparatus includes image acquisition circuitry that identifies and segments at least one cellular nucleus represented in an image of a region of tissue demonstrating cancerous pathology; local nuclei graph (LNG) circuitry that constructs an LNG based on the at least one cellular nucleus, and computes a set of nuclear morphology features for a nucleus represented in the LNG; LoCoM circuitry that constructs a co-occurrence matrix based on the nuclear morphology features, computes a set of LoCoM features for the co-occurrence matrix, and computes a LoCoM signature for the image based on the set of LoCoM features; progression circuitry that generates a probability that the region of tissue will experience cancer progression based on the LoCoM signature, and classifies the region of tissue as a progressor or non-progressor based on the probability.

Read the full patent details here.

Fri, 2020-09-25 17:02
Madabhushi presents Pathology Grand Rounds, University of Alabama at Birmingham
Friday, September 25, 2020 - 17:02

Dr. Anant Madabhushi is presenting “Artificial Intelligence and Computational Pathology for Precision Medicine” for Grand Rounds with the Department of Pathology, The University of Alabama at Birmingham.

Thursday, October 1, 2020 | 8:00 am – 9:00 am Central Time

Register for the event here.

Fri, 2020-09-25 13:13
CCIPD alumna and her startup highlighted by Case Alumni Association
Friday, September 25, 2020 - 13:13

Bringing AI to agriculture: Counting cattle is only the beginning for Shoshana Ginsburg, PhD ’15. Her startup Quanterra put a smart eye in the sky.

As a graduate student at the Case School of Engineering, Shoshana Ginsburg excelled in an emerging area of biomedical science called medical image analysis. She joined the fledgling Center for Computational Imaging and Personalized Diagnostics in 2012 and conducted significant research using machine learning to characterize tumor types in prostate cancer.

Read the full story here.

Wed, 2020-09-23 18:43
Madabhushi interviewed for Fast Frontiers podcast
Wednesday, September 23, 2020 - 18:43

Anant Madabhushi, PhD, director of CCIPD, was interviewed for Fast Frontiers, a podcast from Refinery Ventures exploring how innovation frontiers are emerging in surprising places. In the interview, Madabhushi elaborates on how Cleveland’s unique medical ecosystem and the ease of access for biomedical engineers to work with medical practitioners has allowed for some groundbreaking and innovative work at the intersection of AI and precision medicine. Podcast host and CWRU alumnus Tim Schigel calls Madabhushi “a true pioneer in the area of using information, machine learning, and AI in healthcare.” Listen to the podcast episode here.