Cargando…

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. The microscopic architecture of the prostate glands forms the basis for prognostic grading by pathologists. Interpretation of these convoluted three-dimensional (3D) glandular structures via visual insp...

Descripción completa

Detalles Bibliográficos
Autores principales:	Xie, Weisi, Reder, Nicholas P., Koyuncu, Can, Leo, Patrick, Hawley, Sarah, Huang, Hongyi, Mao, Chenyi, Postupna, Nadia, Kang, Soyoung, Serafin, Robert, Gao, Gan, Han, Qinghua, Bishop, Kevin W., Barner, Lindsey A., Fu, Pingfu, Wright, Jonathan L., Keene, C. Dirk, Vaughan, Joshua C., Janowczyk, Andrew, Glaser, Adam K., Madabhushi, Anant, True, Lawrence D., Liu, Jonathan T.C.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	American Association for Cancer Research 2022
Materias:	Convergence and Technologies
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8803395/ https://www.ncbi.nlm.nih.gov/pubmed/34853071 http://dx.doi.org/10.1158/0008-5472.CAN-21-2843

Ejemplares similares

Multiresolution nondestructive 3D pathology of whole lymph nodes for breast cancer staging
por: Barner, Lindsey A., et al.
Publicado: (2022)

Quantitative Analysis of Tyrosine Phosphorylation from FFPE Tissues Reveals Patient-Specific Signaling Networks
por: Kohale, Ishwar N., et al.
Publicado: (2021)

Spectral Endoscopy Enhances Contrast for Neoplasia in Surveillance of Barrett's Esophagus
por: Waterhouse, Dale J., et al.
Publicado: (2021)

Polyunsaturated Fatty Acid–Bound α-Fetoprotein Promotes Immune Suppression by Altering Human Dendritic Cell Metabolism
por: Munson, Paul V., et al.
Publicado: (2023)

Quantification of T- and B-cell Immune Receptor Distribution Diversity Characterizes Immune Cell Infiltration and Lymphocyte Heterogeneity in Clear Cell Renal Cell Carcinoma
por: Ferrall-Fairbanks, Meghan C., et al.
Publicado: (2022)

A Microfluidic Cancer-on-Chip Platform Predicts Drug Response Using Organotypic Tumor Slice Culture
por: Chakrabarty, Sanjiban, et al.
Publicado: (2022)

An end-to-end workflow for non-destructive 3D pathology
por: Bishop, Kevin W., et al.
Publicado: (2023)

Computational Analysis of Cholangiocarcinoma Phosphoproteomes Identifies Patient-Specific Drug Targets
por: Khorsandi, Shirin Elizabeth, et al.
Publicado: (2021)

Predicting Molecular Phenotypes from Histopathology Images: A Transcriptome-Wide Expression–Morphology Analysis in Breast Cancer
por: Wang, Yinxi, et al.
Publicado: (2021)

Imaging Glioblastoma Response to Radiotherapy Using (2)H Magnetic Resonance Spectroscopy Measurements of Fumarate Metabolism
por: Hesse, Friederike, et al.
Publicado: (2022)

Delineating the RAS Conformational Landscape
por: Parker, Mitchell I., et al.
Publicado: (2022)

Photoacoustic Tomography Detects Response and Resistance to Bevacizumab in Breast Cancer Mouse Models
por: Quiros-Gonzalez, Isabel, et al.
Publicado: (2022)

Chemotherapy-Induced Collagen IV Drives Cancer Cell Motility through Activation of Src and Focal Adhesion Kinase
por: Fatherree, Jackson P., et al.
Publicado: (2022)

Quantitative Micro-Elastography Enables In Vivo Detection of Residual Cancer in the Surgical Cavity during Breast-Conserving Surgery
por: Gong, Peijun, et al.
Publicado: (2022)

A Cell-Fate Reprogramming Strategy Reverses Epithelial-to-Mesenchymal Transition of Lung Cancer Cells While Avoiding Hybrid States
por: Kim, Namhee, et al.
Publicado: (2023)

Stimulated Raman Scattering Microscopy Enables Gleason Scoring of Prostate Core Needle Biopsy by a Convolutional Neural Network
por: Ao, Jianpeng, et al.
Publicado: (2023)

Mathematical Modeling and Mutational Analysis Reveal Optimal Therapy to Prevent Malignant Transformation in Grade II IDH-Mutant Gliomas
por: Aoki, Kosuke, et al.
Publicado: (2021)

Bayesian Machine Learning Enables Identification of Transcriptional Network Disruptions Associated with Drug-Resistant Prostate Cancer
por: Blatti, Charles, et al.
Publicado: (2023)

The Ratio of Key Metabolic Transcripts Is a Predictive Biomarker of Breast Cancer Metastasis to the Lung
por: Mathur, Deepti, et al.
Publicado: (2023)

Profiling the Somatic Mutational Landscape of Breast Tumors from Hispanic/Latina Women Reveals Conserved and Unique Characteristics
por: Ding, Yuan Chun, et al.
Publicado: (2023)

BRCA1 Insufficiency Induces a Hypersialylated Acidic Tumor Microenvironment That Promotes Metastasis and Immunotherapy Resistance
por: Shu, Xiaodong, et al.
Publicado: (2023)

Multi-immersion open-top light-sheet microscope for high-throughput imaging of cleared tissues
por: Glaser, Adam K., et al.
Publicado: (2019)

Deep learning for digital pathology image analysis: A comprehensive tutorial with selected use cases
por: Janowczyk, Andrew, et al.
Publicado: (2016)

Multi-site cross-organ calibrated deep learning (MuSClD): Automated diagnosis of non-melanoma skin cancer()
por: Zhou, Yufei, et al.
Publicado: (2023)

Perioperative plasma mitochondrial DNA dynamics and correlation with inflammation during infantile cardiopulmonary bypass
por: Xu, Fei, et al.
Publicado: (2017)

Morphometry of the triangle of Koch and position of the coronary sinus opening in cadaveric fetal hearts
por: Shanubhogue, Sharan, et al.
Publicado: (2017)

Methylenetetrahydrofolate reductase C677T and methionine synthase A2756G gene polymorphisms and associated risk of cardiovascular diseases: A study from Jammu region
por: Raina, Jyotdeep K., et al.
Publicado: (2016)

Prediction of recurrence in early stage non-small cell lung cancer using computer extracted nuclear features from digital H&E images
por: Wang, Xiangxue, et al.
Publicado: (2017)

Diagnosing 12 prostate needle cores within an hour of biopsy via open-top light-sheet microscopy
por: Xie, Weisi, et al.
Publicado: (2020)

Quantifying local heterogeneity via morphologic scale: Distinguishing tumoral from stromal regions
por: Janowczyk, Andrew, et al.
Publicado: (2013)

Quantitative Assessment of the Effects of Compression on Deep Learning in Digital Pathology Image Analysis
por: Chen, Yijiang, et al.
Publicado: (2020)

Multiplexed Optical Imaging of Tumor-Directed Nanoparticles: A Review of Imaging Systems and Approaches
por: Wang, Yu Winston, et al.
Publicado: (2017)

Machine Learning to Predict Risk of Relapse Using Cytologic Image Markers in Patients With Acute Myeloid Leukemia Posthematopoietic Cell Transplantation
por: Arabyarmohammadi, Sara, et al.
Publicado: (2022)

FalseColor-Python: A rapid intensity-leveling and digital-staining package for fluorescence-based slide-free digital pathology
por: Serafin, Robert, et al.
Publicado: (2020)

Quick Annotator: an open‐source digital pathology based rapid image annotation tool
por: Miao, Runtian, et al.
Publicado: (2021)

Automated Tubule Nuclei Quantification and Correlation with Oncotype DX risk categories in ER+ Breast Cancer Whole Slide Images
por: Romo-Bucheli, David, et al.
Publicado: (2016)

Multidirectional digital scanned light-sheet microscopy enables uniform fluorescence excitation and contrast-enhanced imaging
por: Glaser, Adam K., et al.
Publicado: (2018)

Light-sheet microscopy for slide-free non-destructive pathology of large clinical specimens
por: Glaser, Adam K., et al.
Publicado: (2017)

Nondestructive biomarkers in ecotoxicology.
por: Fossi, M C
Publicado: (1994)

Radiomic Features Associated With HPV Status on Pretreatment Computed Tomography in Oropharyngeal Squamous Cell Carcinoma Inform Clinical Prognosis
por: Song, Bolin, et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_9n2gccua4c6p4g6mge9lj1fhpt