Pathology

Latest AI and machine learning research in pathology for healthcare professionals.

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Artificial intelligence-based classification of peripheral blood nucleated cells using label-free imaging flow cytometry.

Label-free image identification of circulating rare cells, such as circulating tumor cells within pe...

Sep 2022 35942978
Classification of Skin Cancer Lesions Using Explainable Deep Learning.

Skin cancer is among the most prevalent and life-threatening forms of cancer that occur worldwide. T...

Sep 2022 36146271
Preclinical feasibility of robot-assisted sentinel lymph node biopsy using multi-modality magnetic and fluorescence guidance in the head and neck.

BACKGROUND: Sentinel lymph node biopsy (SLNB) is a staging procedure dependent on accurate mapping o...

Sep 2022 36082404
Prediction of lipomatous soft tissue malignancy on MRI: comparison between machine learning applied to radiomics and deep learning.

OBJECTIVES: Malignancy of lipomatous soft-tissue tumours diagnosis is suspected on magnetic resonanc...

Sep 2022 36071368
Artificial intelligence, machine learning and deep learning in musculoskeletal imaging: Current applications.

Artificial intelligence is rapidly expanding in all technological fields. The medical field, and esp...

Sep 2022 36069404
Diagnostic Assessment of Deep Learning Algorithms for Frozen Tissue Section Analysis in Women with Breast Cancer.

PURPOSE: Assessing the metastasis status of the sentinel lymph nodes (SLNs) for hematoxylin and eosi...

Sep 2022 36097806
Photon-counting Detector CT with Deep Learning Noise Reduction to Detect Multiple Myeloma.

Background Photon-counting detector (PCD) CT and deep learning noise reduction may improve spatial r...

Sep 2022 36066364
Artificial intelligence based liver portal tract region identification and quantification with transplant biopsy whole-slide images.

Liver fibrosis staging is clinically important for liver disease progression prediction. As the port...

Sep 2022 36137315
Deep learning-based breast cancer grading and survival analysis on whole-slide histopathology images.

Breast cancer tumor grade is strongly associated with patient survival. In current clinical practice...

Sep 2022 36068311
Deep learning-based histotype diagnosis of ovarian carcinoma whole-slide pathology images.

Ovarian carcinoma has the highest mortality of all female reproductive cancers and current treatment...

Sep 2022 36065012
Direct identification of ALK and ROS1 fusions in non-small cell lung cancer from hematoxylin and eosin-stained slides using deep learning algorithms.

Anaplastic lymphoma kinase (ALK) and ROS oncogene 1 (ROS1) gene fusions are well-established key pla...

Sep 2022 36057739
Automated segmentation of five different body tissues on computed tomography using deep learning.

PURPOSE: To develop and validate a computer tool for automatic and simultaneous segmentation of five...

Sep 2022 36008356
Radiomics and Deep Learning for Disease Detection in Musculoskeletal Radiology: An Overview of Novel MRI- and CT-Based Approaches.

Radiomics and machine learning-based methods offer exciting opportunities for improving diagnostic p...

Sep 2022 36070548
Breast cancer detection using deep learning: Datasets, methods, and challenges ahead.

Breast Cancer (BC) is the most commonly diagnosed cancer and second leading cause of mortality among...

Aug 2022 36103745
Unsupervised Histological Image Registration Using Structural Feature Guided Convolutional Neural Network.

Registration of multiple stained images is a fundamental task in histological image analysis. In sup...

Aug 2022 35363611
An Attention EfficientNet-Based Strategy for Bearing Fault Diagnosis under Strong Noise.

With the continuous development of artificial intelligence, data-driven fault diagnosis methods are ...

Aug 2022 36081026
Detection and Analysis of Human Cells Based on Artificial Neural Network.

The detection and classification of histopathological cell images is a hot topic in current research...

Aug 2022 36093498
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