Tumors of the Ear and Temporal Bone

Use of Novel Open-Source Deep Learning Platform for Quantification of Ki-67 in Neuroendocrine Tumors – Analytical Validation

“…Through this analytical validation, we wanted to showcase that the DeepLIIF model can easily be used for accurate estimate of Ki-67 index in much larger tumor coverage in low-resource settings, where scanners and commercial AI solutions are not accessible/affordable. 32,33 This analytical validation gives us the confidence and sets up the stage for much large-scale clinical validation that we are undertaking now. Moreover, DeepLIIF provides an easy solution for developing region pathologists to take advantage of advanced AI solutions where they are needed the most with declining pathologist numbers and increasing patient load.…”