Pathology

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

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[Explainable artificial intelligence in pathology].

With the advancements in precision medicine, the demands on pathological diagnostics have increased,...

(2)
Feb 2024 38315198
A systematic analysis of deep learning in genomics and histopathology for precision oncology.

BACKGROUND: Digitized histopathological tissue slides and genomics profiling data are available for ...

Feb 2024 38317154
Current Landscape of Advanced Imaging Tools for Pathology Diagnostics.

Histopathology relies on century-old workflows of formalin fixation, paraffin embedding, sectioning,...

(1)
Feb 2024 38311312
Phase Aberration Correction for In Vivo Ultrasound Localization Microscopy Using a Spatiotemporal Complex-Valued Neural Network.

Ultrasound Localization Microscopy (ULM) can map microvessels at a resolution of a few micrometers (...

Feb 2024 37721883
A Laplacian Pyramid Based Generative H&E Stain Augmentation Network.

Hematoxylin and Eosin (H&E) staining is a widely used sample preparation procedure for enhancing the...

Feb 2024 37725720
Cancer detection and classification using a simplified binary state vector machine.

Cancer is an invasive and malignant growth of cells and is known to be one of the most fatal disease...

Feb 2024 38300437
Deep-learning model to improve histological grading and predict upstaging of atypical ductal hyperplasia / ductal carcinoma in situ on breast biopsy.

AIMS: Risk stratification of atypical ductal hyperplasia (ADH) and ductal carcinoma in situ (DCIS), ...

(1)
Jan 2024 38288642
Impact of visceral fat area on short-term outcomes in robotic surgery for mid and low rectal cancer.

Rectal cancer is one of the most prevalent cancers that arise in the digestive tract. The purpose of...

(2)
Jan 2024 38289448
Artificial intelligence assisted patient blood and urine droplet pattern analysis for non-invasive and accurate diagnosis of bladder cancer.

Bladder cancer is one of the most common cancer types in the urinary system. Yet, current bladder ca...

(2)
Jan 2024 38291121
Development and prognostic validation of a three-level NHG-like deep learning-based model for histological grading of breast cancer.

BACKGROUND: Histological grade is a well-known prognostic factor that is routinely assessed in breas...

(1)
Jan 2024 38287342
Oral squamous cell carcinoma detection using EfficientNet on histopathological images.

INTRODUCTION: Oral Squamous Cell Carcinoma (OSCC) poses a significant challenge in oncology due to t...

Jan 2024 38348235
Dual contrastive learning based image-to-image translation of unstained skin tissue into virtually stained H&E images.

Staining is a crucial step in histopathology that prepares tissue sections for microscopic examinati...

(3)
Jan 2024 38282056
Using Deep Learning and B-Splines to Model Blood Vessel Lumen from 3D Images.

Accurate geometric modeling of blood vessel lumen from 3D images is crucial for vessel quantificatio...

(1)
Jan 2024 38339562
Novel Operation Mechanism and Multifunctional Applications of Bubble Microrobots.

Microrobots have emerged as powerful tools for manipulating particles, cells, and assembling biologi...

(4)
Jan 2024 38230855
DEPICTER: Deep representation clustering for histology annotation.

Automatic segmentation of histopathology whole-slide images (WSI) usually involves supervised traini...

(1)
Jan 2024 38308865
Deep learning diagnostic performance and visual insights in differentiating benign and malignant thyroid nodules on ultrasound images.

This study aims to construct and evaluate a deep learning model, utilizing ultrasound images, to acc...

Jan 2024 38279511
A comparative analysis of CNN-based deep learning architectures for early diagnosis of bone cancer using CT images.

Bone cancer is a rare in which cells in the bone grow out of control, resulting in destroying the no...

Jan 2024 38273131
Automatic data augmentation to improve generalization of deep learning in H&E stained histopathology.

In histopathology practice, scanners, tissue processing, staining, and image acquisition protocols v...

(2)
Jan 2024 38281317
Medical image fusion based on machine learning for health diagnosis and monitoring of colorectal cancer.

With the rapid development of medical imaging technology and computer technology, the medical imagin...

(1)
Jan 2024 38267874
Comparison between a deep-learning and a pixel-based approach for the automated quantification of HIV target cells in foreskin tissue.

The availability of target cells expressing the HIV receptors CD4 and CCR5 in genital tissue is a cr...

(1)
Jan 2024 38263439
Predicting 5-year recurrence risk in colorectal cancer: development and validation of a histology-based deep learning approach.

BACKGROUND: Accurate estimation of the long-term risk of recurrence in patients with non-metastatic ...

(1)
Jan 2024 38245662
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