Pathology

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

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Computer-aided diagnosis of ground glass pulmonary nodule by fusing deep learning and radiomics features.

OBJECTIVES: This study aims to develop a computer-aided diagnosis (CADx) scheme to classify between ...

Mar 2021 33596552
Therapeutic Potentials of Selected Antihypertensive Agents and Their Fixed-Dose Combinations Against Trastuzumab-Mediated Cardiotoxicity.

Trastuzumab () is useful in the clinical management of HER2-positive metastatic breast, gastric, and...

Mar 2021 33897413
HistoNet: A Deep Learning-Based Model of Normal Histology.

We introduce HistoNet, a deep neural network trained on normal tissue. On 1690 slides with rat tissu...

Mar 2021 33653171
Whole-slide margin control through deep learning in Mohs micrographic surgery for basal cell carcinoma.

BACKGROUND: Basal cell carcinoma (BCC) is the most common type of skin cancer with incidence rates r...

Mar 2021 33656186
Deep learning systems detect dysplasia with human-like accuracy using histopathology and probe-based confocal laser endomicroscopy.

Probe-based confocal laser endomicroscopy (pCLE) allows for real-time diagnosis of dysplasia and can...

Mar 2021 33658592
Super-Resolution Ultrasound Localization Microscopy Through Deep Learning.

Ultrasound localization microscopy has enabled super-resolution vascular imaging through precise loc...

Mar 2021 33180723
Machine Learning in Preoperative Prediction of Postoperative Immediate Remission of Histology-Positive Cushing's Disease.

BACKGROUND: There are no established accurate models that use machine learning (ML) methods to preop...

Mar 2021 33737912
Data-efficient and weakly supervised computational pathology on whole-slide images.

Deep-learning methods for computational pathology require either manual annotation of gigapixel whol...

Mar 2021 33649564
Point-of-Care Digital Cytology With Artificial Intelligence for Cervical Cancer Screening in a Resource-Limited Setting.

IMPORTANCE: Cervical cancer is highly preventable but remains a common and deadly cancer in areas wi...

Mar 2021 33729503
Deep Learning Whole-Gland and Zonal Prostate Segmentation on a Public MRI Dataset.

BACKGROUND: Prostate volume, as determined by magnetic resonance imaging (MRI), is a useful biomarke...

Feb 2021 33634932
Diffusion histology imaging differentiates distinct pediatric brain tumor histology.

High-grade pediatric brain tumors exhibit the highest cancer mortality rates in children. While conv...

Feb 2021 33637807
Machine learning and augmented human intelligence use in histomorphology for haematolymphoid disorders.

Advances in digital pathology have allowed a number of opportunities such as decision support using ...

Feb 2021 33642096
Biomarker-Based Classification and Localization of Renal Lesions Using Learned Representations of Histology-A Machine Learning Approach to Histopathology.

Several deep learning approaches have been proposed to address the challenges in computational patho...

Feb 2021 33625320
Deep Consensus Network: Aggregating predictions to improve object detection in microscopy images.

Detection of cells and particles in microscopy images is a common and challenging task. In recent ye...

Feb 2021 33730623
Applications of Computational Pathology in Head and Neck Cytopathology.

BACKGROUND: The application of computational technology to head and neck cytology material has been ...

Feb 2021 33621977
Artificial intelligence and pathology: From principles to practice and future applications in histomorphology and molecular profiling.

The complexity of diagnostic (surgical) pathology has increased substantially over the last decades ...

Feb 2021 33631297
Robotic natural-orifice IntraCorporeal anastomosis with Extraction (NICE procedure) for complicated diverticulitis.

BACKGROUND: Totally intracorporeal surgery for left-sided resection carries numerous potential advan...

Feb 2021 33619594
Colorectal polyp characterization with standard endoscopy: Will Artificial Intelligence succeed where human eyes failed?

The American Society for Gastrointestinal Endoscopy (ASGE) has proposed the "resect-and-discard" and...

Feb 2021 34172255
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