Pathology

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

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Intraoperative assessment of canine soft tissue sarcoma by deep learning enhanced optical coherence tomography.

Soft tissue sarcoma (STS) is a locally aggressive and infiltrative tumour in dogs. Surgical resectio...

Jul 2021 34173314
Toward autonomous robotic prostate biopsy: a pilot study.

PURPOSE: We present the validation of PROST, a robotic device for prostate biopsy. PROST is designed...

Jul 2021 34224068
A BERT model generates diagnostically relevant semantic embeddings from pathology synopses with active learning.

BACKGROUND: Pathology synopses consist of semi-structured or unstructured text summarizing visual in...

Jul 2021 35602188
Asbestos Detection with Fluorescence Microscopy Images and Deep Learning.

Fluorescent probes can be used to detect various types of asbestos (serpentine and amphibole groups)...

Jul 2021 34283157
Management of urethral strictures and stenosis caused by the endo-urological treatment of benign prostatic hyperplasia-a single-center experience.

OBJECTIVE: Urethral stricture disease after endo-urological treatment of benign prostatic hyperplasi...

Jul 2021 36942121
Convolutional neural networks for cytoarchitectonic brain mapping at large scale.

Human brain atlases provide spatial reference systems for data characterizing brain organization at ...

Jul 2021 34224853
Prediction of skin disease using a new cytological taxonomy based on cytology and pathology with deep residual learning method.

With the development of artificial intelligence, technique improvement of the classification of skin...

Jul 2021 34215767
Deep Learning-Based Magnetic Resonance Imaging Image Features for Diagnosis of Anterior Cruciate Ligament Injury.

To study and explore the adoption value of magnetic resonance imaging (MRI) in the diagnosis of ante...

Jul 2021 34306588
Grading of invasive breast carcinoma: the way forward.

Histologic grading has been a simple and inexpensive method to assess tumor behavior and prognosis o...

Jul 2021 34196797
Extended Kalman filter for online soft tissue characterization based on Hunt-Crossley contact model.

Real-time soft tissue characterization is significant to robotic assisted minimally invasive surgery...

Jul 2021 34364177
Mosquito species identification using convolutional neural networks with a multitiered ensemble model for novel species detection.

With over 3500 mosquito species described, accurate species identification of the few implicated in ...

Jul 2021 34211009
Optical tissue clearing and machine learning can precisely characterize extravasation and blood vessel architecture in brain tumors.

Precise methods for quantifying drug accumulation in brain tissue are currently very limited, challe...

Jul 2021 34211069
Time-frequency time-space long short-term memory networks for image classification of histopathological tissue.

Image analysis in histopathology provides insights into the microscopic examination of tissue for di...

Jul 2021 34211077
Optical mesoscopy, machine learning, and computational microscopy enable high information content diagnostic imaging of blood films.

Automated image-based assessment of blood films has tremendous potential to support clinical haemato...

Jun 2021 34096621
An Automatic Biopsy Needle Detection and Segmentation on Ultrasound Images Using a Convolutional Neural Network.

Needle visualization in the ultrasound image is essential to successfully perform the ultrasound-gui...

Jun 2021 34180737
WDA: An Improved Wasserstein Distance-Based Transfer Learning Fault Diagnosis Method.

With the growth of computing power, deep learning methods have recently been widely used in machine ...

Jun 2021 34206979
Construction and Validation of a Lung Cancer Diagnostic Model Based on 6-Gene Methylation Frequency in Blood, Clinical Features, and Serum Tumor Markers.

Lung cancer has a high mortality rate. Promoting early diagnosis and screening of lung cancer is the...

Jun 2021 34257703
Quality control stress test for deep learning-based diagnostic model in digital pathology.

Digital pathology provides a possibility for computational analysis of histological slides and autom...

Jun 2021 34168282
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