Pathology

Pathology

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

10,185 articles

Showing 4138-4158 of 10,185 articles

Deep learning data augmentation for Raman spectroscopy cancer tissue classification.

Recently, Raman Spectroscopy (RS) was demonstrated to be a non-destructive way of cancer diagnosis, ...

Dec 2021 34903743

Using a convolutional neural network for classification of squamous and non-squamous non-small cell lung cancer based on diagnostic histopathology HES images.

Histological stratification in metastatic non-small cell lung cancer (NSCLC) is essential to properl...

Dec 2021 34903781

Deciphering tumour tissue organization by 3D electron microscopy and machine learning.

Despite recent progress in the characterization of tumour components, the tri-dimensional (3D) organ...

Dec 2021 34903822

Optimization: Molecular Communication Networks for Viral Disease Analysis Using Deep Leaning Autoencoder.

Developing new treatments for emerging infectious diseases in infectious and noninfectious diseases ...

Dec 2021 34938362

Explainable Biomarkers for Automated Glomerular and Patient-Level Disease Classification.

Pathologists use multiple microscopy modalities to assess renal biopsy specimens. Besides usual diag...

Dec 2021 35582169

Diagnostic Approach for Accurate Diagnosis of COVID-19 Employing Deep Learning and Transfer Learning Techniques through Chest X-ray Images Clinical Data in E-Healthcare.

COVID-19 is a transferable disease that is also a leading cause of death for a large number of peopl...

Dec 2021 34960313

Lesion Segmentation in Ultrasound Using Semi-Pixel-Wise Cycle Generative Adversarial Nets.

Breast cancer is the most common invasive cancer with the highest cancer occurrence in females. Hand...

Dec 2021 32149651

Identifying Molecular Biomarkers for Diseases With Machine Learning Based on Integrative Omics.

Molecular biomarkers are certain molecules or set of molecules that can be of help for diagnosis or ...

Dec 2021 32305934

Improving robustness of a deep learning-based lung-nodule classification model of CT images with respect to image noise.

. Robustness is an important aspect to consider, when developing methods for medical image analysis....

Dec 2021 34818638

A radiogenomics application for prognostic profiling of endometrial cancer.

Prognostication is critical for accurate diagnosis and tailored treatment in endometrial cancer (EC)...

Dec 2021 34873276

Classification of Soft Tissue Sarcoma Specimens with Raman Spectroscopy as Smart Sensing Technology.

Intraoperative confirmation of negative resection margins is an essential component of soft tissue s...

Dec 2021 36285133

AI in spotting high-risk characteristics of medical imaging and molecular pathology.

Medical imaging provides a comprehensive perspective and rich information for disease diagnosis. Com...

Dec 2021 35692858

Automatic Evaluation of Histological Prognostic Factors Using Two Consecutive Convolutional Neural Networks on Kidney Samples.

BACKGROUND AND OBJECTIVES: The prognosis of patients undergoing kidney tumor resection or kidney don...

Dec 2021 34862241

Re-evaluating the diagnostic efficacy of PSA as a referral test to detect clinically significant prostate cancer in contemporary MRI-based image-guided biopsy pathways.

INTRODUCTION: Modern image-guided biopsy pathways at diagnostic centres have greatly refined the inv...

Dec 2021 37614642

Prostate Cancer Risk Stratification via Nondestructive 3D Pathology with Deep Learning-Assisted Gland Analysis.

Prostate cancer treatment planning is largely dependent upon examination of core-needle biopsies. Th...

Dec 2021 34853071

Learning Domain-Agnostic Visual Representation for Computational Pathology Using Medically-Irrelevant Style Transfer Augmentation.

Suboptimal generalization of machine learning models on unseen data is a key challenge which hampers...

Nov 2021 34339370

Deep learning for abdominal adipose tissue segmentation with few labelled samples.

PURPOSE: Fully automated abdominal adipose tissue segmentation from computed tomography (CT) scans p...

Nov 2021 34845590

Deep neural network for video colonoscopy of ulcerative colitis: a cross-sectional study.

BACKGROUND: A combination of endoscopic and histological evaluation is important in the management o...

Nov 2021 34856196

Design and Characterization of Liposomal Methotrexate and Its Effect on BT-474 Breast Cancer Cell Line.

Breast cancer is the most common type of cancer among women worldwide. Traditional treatments, incl...

Nov 2021 35341082

Development of a Machine learning image segmentation-based algorithm for the determination of the adequacy of Gram-stained sputum smear images.

BACKGROUND: Machine learning (ML) prepares and trains a model through supervised or unsupervised lea...

Nov 2021 35855715

Reducing retraction forces with tactile feedback during robotic total mesorectal excision in a porcine model.

Excessive tissue-instrument interaction forces during robotic surgery have the potential for causing...

Nov 2021 34837593

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