Sperling Prostate Center

Category: Artificial Intelligence

Artificial Intelligence in Medicine: AI Confounded by Contaminated Prostate Cancer Tissue

Designing a Virtual Prostate Biopsy Using MRI Scans
I’ve posted numerous blogs on the promising applications of Artificial Intelligence (AI) in the medical world. Early research and development of Machine Learning (ML) and Deep Learning (DL) show results that offer accuracy rivaling that of humans, and speed/efficiency no human can begin to approach. This all sounds glorious! However, as AI tools have become keep reading

Artificial Intelligence in Medicine: How One Doctor Uses AI For Prostate Cancer

Artificial Intelligence in Medicine
Starting over a decade ago, I collaborated on research into MRI imaging features that lend themselves to Artificial Intelligence training sets for the detection/diagnosis of prostate cancer (PCa). As an early AI contributor, I’m always happy to learn how other PCa physicians integrate AI into their practice. I was delighted when CancerNetwork (home of the keep reading

Artificial Intelligence in Medicine: AI Advances in Diagnosing Prostate Cancer

Artificial Intelligence in Medicine
“Artificial intelligence systems can be trained to detect and grade cancer in prostate needle biopsy samples at a level comparable to experts.” So says a Urology Today report on the uses of Artificial Intelligence (AI) in diagnosing prostate cancer (PCa). An overview of progress in AI applications was presented by Dr. Peter Humphrey (Professor of keep reading

Artificial Intelligence in Medicine: Fully Automated Estimation of Gleason Grade Using AI?

It’s hard to imagine the imagination of science fiction writers. While many of their literary works are based in our current world, like Michael Crichton’s novel The Andromeda Strain, science fiction works are not bound by past, present or future. In fact, the majority envision scientific or technological advances that don’t yet exist. As a keep reading

Artificial Intelligence in Medicine: mpMRI Better than bpMRI with Deep Learning

MRI prostate cancer treatment - Sperling Prostate Center
As Artificial Intelligence (AI) has boomed with countless applications in virtually every field of technology and learning, medicine is also benefitting. A branch of AI called Deep Learning (DL) is modeled after the layers of neural networks involved in the brain’s learning processes. By layering algorithms, to process data, DL mimics how the brain thinks, keep reading

Artificial Intelligence in Medicine: How Machine Learning Can Enrich MRI for Prostate Cancer

With an ever-increasing array of Artificial Intelligence (AI) applications in radiology, it’s a boom time for turning MRI into a powerhouse. In particular, both machine learning (ML) and deep learning (a particular type of ML) enable MRI of the prostate to branch out in new radiological directions. Out with the old, in with the new. keep reading
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