Medmain Speaks

~Official Blog~

【Successful Development of Pathological AI】Now Possible to Classify Invasive/Non-invasive Breast Ductal Carcinoma - Published in Springer Nature -

A deep learning model for breast ductal carcinoma in situ classification in whole slide images

Posted by Maya Friday, May 27, 2022

【Successful Development of Pathological AI】Now Possible to Classify Poorly Differentiated Colorectal Adenocarcinoma - Published in Diagnostics/Special issue: Artificial Intelligence in Gastrointestinal Disease: Diagnosis and Management -

Deep Learning Models for Poorly Differentiated Colorectal Adenocarcinoma Classification in Whole Slide Images Using Transfer Learning

Posted by Maya Thursday, May 26, 2022

【Successful Development of Pathological AI】Now Possible to Classify Breast Invasive Ductal Carcinoma in Histopathological Whole Slide Images - Published in "Cancers/Special Issue: Artificial Intelligence in Oncology" -

Breast Invasive Ductal Carcinoma Classification on Whole Slide Images with Weakly-Supervised and Transfer Learning

Posted by Maya Tuesday, November 16, 2021

Successful Development of Deep Learning Models to Classify Gastric Diffuse-Type Adenocarcinoma in Histopathological Whole Slide Images - Published in Scientific Reports -

A deep learning model for gastric diffuse-type adenocarcinoma classification in whole slide images

Posted by Maya Monday, November 15, 2021

[Announcement of Publication] In July 2021, Our Paper Presented at the Conference of Medical Imaging with Deep Learning (MIDL) was Published in the Proceedings of Machine Learning Research - A Pivotal Investigation of Fundamental Technology for Transfer Learning -

Partial Transfusion: on the Expressive Influence of Trainable Batch Norm Parameters for Transfer Learning

Posted by Maya Friday, November 12, 2021