4 papers
Development and prospective validation of a prostate cancer detection, grading, and workflow optimization system at an academic medical center
Ramin Nateghi, Ruoji Zhou, Madeline Saft +17
Artificial intelligence may assist healthcare systems in meeting increasing demand for pathology services while maintaining diagnostic quality and reducing turnaround time and cost…
Perineural Invasion Detection in Multiple Organ Cancer Based on Deep Convolutional Neural Network
Ramin Nateghi, Fattaneh Pourakpour
Perineural invasion (PNI) by malignant tumor cells has been reported as an independent indicator of poor prognosis in various cancers. Assessment of PNI in small nerves on glass sl…
Two-step Domain Adaptation for Mitosis Cell Detection in Histopathology Images
Ramin Nateghi, Fattaneh Pourakpour
We propose a two-step domain shift-invariant mitosis cell detection method based on Faster RCNN and a convolutional neural network (CNN). We generate various domain-shifted version…
Dementia Severity Classification under Small Sample Size and Weak Supervision in Thick Slice MRI
Reza Shirkavand, Sana Ayromlou, Soroush Farghadani +7
Early detection of dementia through specific biomarkers in MR images plays a critical role in developing support strategies proactively. Fazekas scale facilitates an accurate quant…