Collagen fiber orientation disorder from H&E images is prognostic for early stage breast cancer: clinical trial validation

Collagen fiber orientation disorder from H&E images is prognostic for early stage breast cancer: clinical trial validation

Abstract Collagen fiber organization has been found to be implicated in breast cancer prognosis. In this study, we evaluated whether computerized features of Collagen Fiber Orientation Disorder in Tumor-associated Stroma (CFOD-TS) on Hematoxylin & Eosin (H&E) slide images were prognostic of...

Mô tả đầy đủ

Chi tiết về thư mục
Những tác giả chính:	Haojia Li, Kaustav Bera, Paula Toro, PingFu Fu, Zelin Zhang, Cheng Lu, Michael Feldman, Shridar Ganesan, Lori J. Goldstein, Nancy E. Davidson, Akisha Glasgow, Aparna Harbhajanka, Hannah Gilmore, Anant Madabhushi
Định dạng:	Bài viết
Ngôn ngữ:	English
Được phát hành:	Nature Portfolio 2021-08-01
Loạt:	npj Breast Cancer
Truy cập trực tuyến:	https://doi.org/10.1038/s41523-021-00310-z

Những quyển sách tương tự

Computational pathology improves risk stratification of a multi-gene assay for early stage ER+ breast cancer
Bằng: Yuli Chen, et al.
Được phát hành: (2023-05-01)

Automated analysis of computerized morphological features of cell clusters associated with malignancy on bile duct brushing whole slide images
Bằng: Shayan Monabbati, et al.
Được phát hành: (2023-03-01)

Novel Non-Invasive Radiomic Signature on CT Scans Predicts Response to Platinum-Based Chemotherapy and Is Prognostic of Overall Survival in Small Cell Lung Cancer
Bằng: Prantesh Jain, et al.
Được phát hành: (2021-10-01)

Quantitative nuclear histomorphometry predicts oncotype DX risk categories for early stage ER+ breast cancer
Bằng: Jon Whitney, et al.
Được phát hành: (2018-05-01)

Computational image features of immune architecture is associated with clinical benefit and survival in gynecological cancers across treatment modalities
Bằng: Pingfu Fu, et al.
Được phát hành: (2022-02-01)

37 Quantitative Lung Airway Morphology (QuaLM) features on chest CT scans are associated with response and overall survival in lung cancer patients treated with checkpoint inhibitors
Bằng: Amit Gupta, et al.
Được phát hành: (2021-11-01)

High-throughput adaptive sampling for whole-slide histopathology image analysis (HASHI) via convolutional neural networks: Application to invasive breast cancer detection.
Bằng: Angel Cruz-Roa, et al.
Được phát hành: (2018-01-01)

Image analysis Uncovers associations between immune landscape, collagen structure, and neoadjuvant chemotherapy in high-grade serous ovarian carcinomas
Bằng: Arpit Aggarwal, et al.
Được phát hành: (2024-07-01)

Multi-field-of-view strategy for image-based outcome prediction of multi-parametric estrogen receptor-positive breast cancer histopathology: Comparison to Oncotype DX
Bằng: Ajay Basavanhally, et al.
Được phát hành: (2011-01-01)

Computational pathology identifies immune-mediated collagen disruption to predict clinical outcomes in gynecologic malignancies
Bằng: Arpit Aggarwal, et al.
Được phát hành: (2024-01-01)

Concurrent breast adenoid cystic carcinoma and primary squamous cell carcinoma: report of a rare case with single institutional case reviews
Bằng: Mingfei Yan, et al.
Được phát hành: (2020-09-01)

Lupus mastitis with predominant kappa-restricted plasma cell infiltration: report of a rare case
Bằng: Mingfei Yan, et al.
Được phát hành: (2020-11-01)

A prognostic and predictive computational pathology image signature for added benefit of adjuvant chemotherapy in early stage non-small-cell lung cancer
Bằng: Xiangxue Wang, et al.
Được phát hành: (2021-07-01)

Response to: Correspondence on 'Novel imaging biomarkers predict outcomes in stage III unresectable non-small cell lung cancer treated with chemoradiation and durvalumab' by Zheng et al
Bằng: Pingfu Fu, et al.
Được phát hành: (2022-05-01)

Genomic and Immunologic Correlates of Indoleamine 2,3-Dioxygenase Pathway Expression in Cancer
Bằng: Anshuman Panda, et al.
Được phát hành: (2021-07-01)

Breaking satellite silence: human satellite II RNA expression in ovarian cancer
Bằng: Shridar Ganesan
Được phát hành: (2022-08-01)

Radiomic Features Associated With HPV Status on Pretreatment Computed Tomography in Oropharyngeal Squamous Cell Carcinoma Inform Clinical Prognosis
Bằng: Bolin Song, et al.
Được phát hành: (2021-09-01)

Novel, non-invasive imaging approach to identify patients with advanced non-small cell lung cancer at risk of hyperprogressive disease with immune checkpoint blockade
Bằng: Amit Gupta, et al.
Được phát hành: (2020-10-01)

Combined Radiomic and Visual Assessment for Improved Detection of Lung Adenocarcinoma Invasiveness on Computed Tomography Scans: A Multi-Institutional Study
Bằng: Pranjal Vaidya, et al.
Được phát hành: (2022-05-01)

Cytomorphology and immunohistochemistry of extrarenal rhabdoid tumor: A case report with review of literature
Bằng: Manjula Jain, et al.
Được phát hành: (2011-01-01)

Novel MRI deformation-heterogeneity radiomic features are associated with molecular subgroups and overall survival in pediatric medulloblastoma: Preliminary findings from a multi-institutional study
Bằng: Sukanya Iyer, et al.
Được phát hành: (2022-12-01)

Deep-learning-based hepatic fat assessment (DeHFt) on non-contrast chest CT and its association with disease severity in COVID-19 infections: A multi-site retrospective studyResearch in context
Bằng: Gourav Modanwal, et al.
Được phát hành: (2022-11-01)

Prostate Surface Distension and Tumor Texture Descriptors From Pre-Treatment MRI Are Associated With Biochemical Recurrence Following Radical Prostatectomy: Preliminary Findings
Bằng: Rakesh Shiradkar, et al.
Được phát hành: (2022-05-01)

An active learning based classification strategy for the minority class problem: application to histopathology annotation
Bằng: Doyle Scott, et al.
Được phát hành: (2011-10-01)

Systemic mastocytosis with an associated non mast cell lineage clonal hematological disease in a child
Bằng: Sunita Sharma, et al.
Được phát hành: (2011-01-01)

CT radiomic signature predicts survival and chemotherapy benefit in stage I and II HPV-associated oropharyngeal carcinoma
Bằng: Bolin Song, et al.
Được phát hành: (2023-06-01)

Graphical processing unit implementation of an integrated shape-based active contour: Application to digital pathology
Bằng: Sahirzeeshan Ali, et al.
Được phát hành: (2011-01-01)

Deep learning for digital pathology image analysis: A comprehensive tutorial with selected use cases
Bằng: Andrew Janowczyk, et al.
Được phát hành: (2016-01-01)

Consensus embedding: theory, algorithms and application to segmentation and classification of biomedical data
Bằng: Viswanath Satish, et al.
Được phát hành: (2012-02-01)

Cascaded discrimination of normal, abnormal, and confounder classes in histopathology: Gleason grading of prostate cancer
Bằng: Doyle Scott, et al.
Được phát hành: (2012-10-01)

Intratumoral and peritumoral radiomics for the pretreatment prediction of pathological complete response to neoadjuvant chemotherapy based on breast DCE-MRI
Bằng: Nathaniel M. Braman, et al.
Được phát hành: (2017-05-01)

Machine learning derived ECG risk score improves cardiovascular risk assessment in conjunction with coronary artery calcium scoring
Bằng: Shruti Siva Kumar, et al.
Được phát hành: (2022-10-01)

Single cell qPCR reveals that additional HAND2 and microRNA-1 facilitate the early reprogramming progress of seven-factor-induced human myocytes.
Bằng: Emre Bektik, et al.
Được phát hành: (2017-01-01)

How stable are the collagen and ferritin proteins for application in bioelectronics?
Bằng: Jayeeta Kolay, et al.
Được phát hành: (2021-01-01)

Immune Checkpoint Inhibitors in Triple Negative Breast Cancer: The Search for the Optimal Biomarker
Bằng: Sadaf Qureshi, et al.
Được phát hành: (2022-02-01)

Identifying the morphologic basis for radiomic features in distinguishing different Gleason grades of prostate cancer on MRI: Preliminary findings.
Bằng: Gregory Penzias, et al.
Được phát hành: (2018-01-01)

CT derived radiomic score for predicting the added benefit of adjuvant chemotherapy following surgery in stage I, II resectable non-small cell lung cancer: a retrospective multicohort study for outcome prediction
Bằng: Pranjal Vaidya, BS, et al.
Được phát hành: (2020-03-01)

Content-based image retrieval of digitized histopathology in boosted spectrally embedded spaces
Bằng: Akshay Sridhar, et al.
Được phát hành: (2015-01-01)

Quantifying local heterogeneity via morphologic scale: Distinguishing tumoral from stromal regions
Bằng: Andrew Janowczyk, et al.
Được phát hành: (2013-01-01)

Identifying MRI markers associated with early response following laser ablation for neurological disorders: preliminary findings.
Bằng: Pallavi Tiwari, et al.
Được phát hành: (2014-01-01)