Pathology

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

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Unsupervised Learning for Cell-Level Visual Representation in Histopathology Images With Generative Adversarial Networks.

The visual attributes of cells, such as the nuclear morphology and chromatin openness, are critical ...

Jul 2018 29994411
A Novel Morphological Marker for the Analysis of Molecular Activities at the Single-cell Level.

For more than a century, hematoxylin and eosin (H&E) staining has been the de facto standard for his...

Jun 2018 29962383
Automatic identification of clinically relevant regions from oral tissue histological images for oral squamous cell carcinoma diagnosis.

Identification of various constituent layers such as epithelial, subepithelial, and keratin of oral ...

Jun 2018 30060821
Design and Evaluation of FBG-Based Tension Sensor in Laparoscope Surgical Robots.

Due to the narrow space and a harsh chemical environment in the sterilization processes for the end-...

Jun 2018 29958441
Deep Learning Global Glomerulosclerosis in Transplant Kidney Frozen Sections.

Transplantable kidneys are in very limited supply. Accurate viability assessment prior to transplant...

Jun 2018 29994669
Network-based association analysis to infer new disease-gene relationships using large-scale protein interactions.

Protein-protein interactions integrated with disease-gene associations represent important informati...

Jun 2018 29949603
Identification of cervical cancer using laser-induced breakdown spectroscopy coupled with principal component analysis and support vector machine.

Cervical cancer is one of the most widespread diseases in women. Traditional cancer diagnosis is ext...

Jun 2018 29947008
Deep Recurrent Neural Networks for Prostate Cancer Detection: Analysis of Temporal Enhanced Ultrasound.

Temporal enhanced ultrasound (TeUS), comprising the analysis of variations in backscattered signals ...

Jun 2018 29994471
Identification of differentially expressed genes associated with asthma in children based on the bioanalysis of the regulatory network.

Asthma, the most common chronic respiratory tract disease in children, is characterized by allergy, ...

Jun 2018 29956778
Comparison of Transferred Deep Neural Networks in Ultrasonic Breast Masses Discrimination.

This research aims to address the problem of discriminating benign cysts from malignant masses in br...

Jun 2018 30035122
Advances in the computational and molecular understanding of the prostate cancer cell nucleus.

Nuclear alterations are a hallmark of many types of cancers, including prostate cancer (PCa). Recent...

Jun 2018 29923622
A fully integrated computer-aided diagnosis system for digital X-ray mammograms via deep learning detection, segmentation, and classification.

A computer-aided diagnosis (CAD) system requires detection, segmentation, and classification in one ...

Jun 2018 30032964
Dual-modality endoscopic probe for tissue surface shape reconstruction and hyperspectral imaging enabled by deep neural networks.

Surgical guidance and decision making could be improved with accurate and real-time measurement of i...

Jun 2018 29933116
A deep learning framework to discern and count microscopic nematode eggs.

In order to identify and control the menace of destructive pests via microscopic image-based identif...

Jun 2018 29904135
Using deep convolutional neural networks to identify and classify tumor-associated stroma in diagnostic breast biopsies.

The breast stromal microenvironment is a pivotal factor in breast cancer development, growth and met...

Jun 2018 29899550
Classification of Whole Mammogram and Tomosynthesis Images Using Deep Convolutional Neural Networks.

Mammography is the most popular technology used for the early detection of breast cancer. Manual cla...

Jun 2018 29994219
Utilization of a robotic mount to determine the force required to cut palatal tissue.

Determination of the material properties of soft tissue is a growing area of interest that aids in t...

Jun 2018 30031950
A Radiomics Approach With CNN for Shear-Wave Elastography Breast Tumor Classification.

This paper proposes a segmentation-free radiomics method to classify malignant and benign breast tum...

Jun 2018 29993469
Tracing cell lineages in videos of lens-free microscopy.

In vitro experiments with cultured cells are essential for studying their growth and migration patte...

Jun 2018 29933115
De facto diagnosis specialties: Recognition and discovery.

A medical specialty indicates the skills needed by health care providers to conduct key procedures o...

Jun 2018 31245585
A deep learning approach for real time prostate segmentation in freehand ultrasound guided biopsy.

Targeted prostate biopsy, incorporating multi-parametric magnetic resonance imaging (mp-MRI) and its...

Jun 2018 29886268
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