Pathology

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

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Deep learning-enabled segmentation of ambiguous bioimages with deepflash2.

Bioimages frequently exhibit low signal-to-noise ratios due to experimental conditions, specimen cha...

Mar 2023 36973256
Investigation of radiomics and deep convolutional neural networks approaches for glioma grading.

To determine glioma grading by applying radiomic analysis or deep convolutional neural networks (DCN...

Mar 2023 36898146
Breast Tumor Classification using Short-ResNet with Pixel-based Tumor Probability Map in Ultrasound Images.

Breast cancer is the most common form of cancer and is still the second leading cause of death for w...

Mar 2023 36951105
The value of artificial intelligence in the diagnosis of lung cancer: A systematic review and meta-analysis.

Lung cancer is a common malignant tumor disease with high clinical disability and death rates. Curre...

Mar 2023 36952523
Multi CNN based automatic detection of mitotic nuclei in breast histopathological images.

In breast cancer diagnosis, the number of mitotic cells in a specific area is an important measure. ...

Mar 2023 37003066
Generalizable biomarker prediction from cancer pathology slides with self-supervised deep learning: A retrospective multi-centric study.

Deep learning (DL) can predict microsatellite instability (MSI) from routine histopathology slides o...

Mar 2023 36958327
Tile-based microscopic image processing for malaria screening using a deep learning approach.

BACKGROUND: Manual microscopic examination remains the golden standard for malaria diagnosis. But it...

Mar 2023 36949382
AMLnet, A deep-learning pipeline for the differential diagnosis of acute myeloid leukemia from bone marrow smears.

Acute myeloid leukemia (AML) is a deadly hematological malignancy. Cellular morphology detection of ...

Mar 2023 36945063
Artificial intelligence in renal pathology: Current status and future.

Renal biopsy pathology is an essential gold standard for the diagnosis of most kidney diseases. With...

Mar 2023 36378066
Comparison of a machine and deep learning model for automated tumor annotation on digitized whole slide prostate cancer histology.

One in eight men will be affected by prostate cancer (PCa) in their lives. While the current clinica...

Mar 2023 36928230
Convolutional Neural Network Quantification of Gleason Pattern 4 and Association With Biochemical Recurrence in Intermediate-Grade Prostate Tumors.

Differential classification of prostate cancer grade group (GG) 2 and 3 tumors remains challenging, ...

Mar 2023 36925071
Technical Advancements in Abdominal Diffusion-weighted Imaging.

Since its first observation in the 18th century, the diffusion phenomenon has been actively studied ...

Mar 2023 36928124
Moving perfusion culture and live-cell imaging from lab to disc: proof of concept toxicity assay with AI-based image analysis.

, cell-based assays are essential in diagnostics and drug development. There are ongoing efforts to ...

Mar 2023 36790123
Differentiating malignant and benign eyelid lesions using deep learning.

Artificial intelligence as a screening tool for eyelid lesions will be helpful for early diagnosis o...

Mar 2023 36914694
Weakly supervised histopathology image segmentation with self-attention.

Accurate segmentation in histopathology images at pixel-level plays a critical role in the digital p...

Mar 2023 36933385
NuKit: A deep learning platform for fast nucleus segmentation of histopathological images.

Nucleus segmentation represents the initial step for histopathological image analysis pipelines, and...

Mar 2023 36958934
Clinical application of AI-based PET images in oncological patients.

Based on the advantages of revealing the functional status and molecular expression of tumor cells, ...

Mar 2023 36906112
Deep Learning Prediction of Promoter Mutation Status in Thyroid Cancer Using Histologic Images.

objectives: Telomerase reverse transcriptase () promoter mutation, found in a subset of patients wi...

Mar 2023 36984536
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