Precision immunoprofiling by image analysis and artificial intelligence

Precision immunoprofiling by image analysis and artificial intelligence

Clinical success of immunotherapy is driving the need for new prognostic and predictive assays to inform patient selection and stratification. This requirement can be met by a combination of computational pathology and artificial intelligence. Here, we critically assess computational approaches supp...

Fuld beskrivelse

Bibliografiske detaljer
Main Authors:	Koelzer, V, Sirinukunwattana, K, Rittscher, J, Mertz, K
Format:	Journal article
Sprog:	English
Udgivet:	Springer Berlin Heidelberg 2018

Lignende værker

Artificial intelligence-based immunoprofiling serves as a potentially predictive biomarker of nivolumab treatment for advanced hepatocellular carcinoma
af: Jan-Mou Lee, et al.
Udgivet: (2022-11-01)

Enhancing local context of histology features in vision transformers
af: Wood, R, et al.
Udgivet: (2022)

Immune systems biology: immunoprofiling of cells and molecules
af: Aaron B. Kantor, et al.
Udgivet: (2004-03-01)

The potential of artificial intelligence to detect lymphovascular invasion in testicular cancer
af: Ghosh, A, et al.
Udgivet: (2021)

Artificial intelligence for advance requesting of immunohistochemistry in diagnostically uncertain prostate biopsies
af: Chatrian, A, et al.
Udgivet: (2021)

Image-based consensus molecular subtype classification (imCMS) of colorectal cancer using deep learning
af: Sirinukunwattana, K, et al.
Udgivet: (2020)

Automated quality assessment of large digitised histology cohorts by artificial intelligence
af: Haghighat, M, et al.
Udgivet: (2022)

The Effect of Freezing on the Immunoprofile of Breast Carcinoma Cells
af: Asuman Argon, et al.
Udgivet: (2014-12-01)

Immunoprofiles of colorectal cancer from Lynch syndrome
af: Joanna Walkowska, et al.
Udgivet: (2019-01-01)

Myeloid Sarcoma: Evaluation of Histopathology, Immunoprofile and Cytogenetics
af: Sanjiban Patra, et al.
Udgivet: (2021-03-01)

Comprehensive immunoprofile analysis of prognostic markers in pancreaticobiliary tract cancers
af: Ji Eun Kim, et al.
Udgivet: (2023-04-01)

Immunoprofiling of Drosophila Hemocytes by Single-cell Mass Cytometry
af: József Á. Balog, et al.
Udgivet: (2021-04-01)

Artificial intelligence-based morphological fingerprinting of megakaryocytes: a new tool for assessing disease in MPN patients
af: Sirinukunwattana, K, et al.
Udgivet: (2020)

ret/PTC-1 expression alters the immunoprofile of thyroid follicular cells.
af: Denning, K, et al.
Udgivet: (2008)

Artificial Intelligence in the Era of Precision Oncological Imaging
af: Michaela Cellina MD, et al.
Udgivet: (2022-11-01)

Implementation of Mass Cytometry for Immunoprofiling of Patients with Solid Tumors
af: Ingrid Poláková, et al.
Udgivet: (2019-01-01)

Maspin and MCM2 immunoprofiling in salivary gland carcinomas
af: Helmy Iman M, et al.
Udgivet: (2011-09-01)

Corrigendum to Artificial Intelligence in the Era of Precision Oncological Imaging
Udgivet: (2023-01-01)

Using the power of innate immunoprofiling to understand vaccine design, infection, and immunity
af: Jennifer Connors, et al.
Udgivet: (2023-12-01)

Novel immunoprofiling method for diagnosing SLE and evaluating therapeutic response
af: Chang-Youh Tsai, et al.
Udgivet: (2022-11-01)

Nasal and Fecal Microbiota and Immunoprofiling of Infants With and Without RSV Bronchiolitis
af: Claudio Alba, et al.
Udgivet: (2021-06-01)

Cerebellar hemangioblastomas: A study of the immunoprofile of neoplastic stromal component
af: Tasić Desanka, et al.
Udgivet: (2004-01-01)

Diverse Immunoprofile of Ductal Adenocarcinoma of the Prostate with an Emphasis on the Prognostic Factors
af: Se Un Jeong, et al.
Udgivet: (2017-09-01)

Automated quality assessment of large digitised histology cohorts by artificial intelligence
af: Maryam Haghighat, et al.
Udgivet: (2022-03-01)

Towards the identification of histology based subtypes in prostate cancer
af: Chatrian, A, et al.
Udgivet: (2019)

<it>ret</it>/PTC-1 expression alters the immunoprofile of thyroid follicular cells
af: Aherne Sinead, et al.
Udgivet: (2008-05-01)

Statistical and machine learning methods for immunoprofiling based on single-cell data
af: Jingxuan Zhang, et al.
Udgivet: (2023-08-01)

Detailed bladder cancer immunoprofiling reveals new clues for immunotherapeutic strategies
af: Nicole Viveiros, et al.
Udgivet: (2022-01-01)

Immunoprofiling of monocytes in STAT1 gain-of-function chronic mucocutaneous candidiasis
af: Marketa Bloomfield, et al.
Udgivet: (2022-09-01)

Prediction of KIT Mutation in Gastrointestinal Stromal Tumors by the Immunoprofile of the Tumor Cells
af: Chu-Chung Chou, et al.
Udgivet: (2010-01-01)

Improving whole slide segmentation through visual context: a systematic study
af: Sirinukunwattana, K, et al.
Udgivet: (2018)

Artificial intelligence for colonoscopic polyp detection: High performance versus human nature
af: East, JE, et al.
Udgivet: (2020)

Immunoprofiling of Cell Wall Carbohydrate Modifications During Flooding-Induced Aerenchyma Formation in Fabaceae Roots
af: Timothy Pegg, et al.
Udgivet: (2020-02-01)

Emerging role of quantitative imaging (radiomics) and artificial intelligence in precision oncology
af: Ashish Kumar Jha, et al.
Udgivet: (2023-08-01)

Immunoprofiling bronchoalveolar lavage cells reveals multifaceted smoking-associated immune dysfunction
af: Randall Smith, et al.
Udgivet: (2023-06-01)

Comprehensive immunoprofiling and systematic adjuvant comparisons for identifying suitable vaccine: Adjuvant pairings
af: Nancy Vázquez-Maldonado, et al.
Udgivet: (2023-08-01)

Immunoprofiling and immunoscoring in cor onary artery disease: From vascular research to the bedside?
af: Antonino Bruno, et al.
Udgivet: (2023-02-01)

Rare Breast Carcinoma with Paradoxical Plasma Cell Immunoprofile: A Case Report
af: Eugen Sebastian Grădinaru, et al.
Udgivet: (2020-02-01)

Morphology and Immunoprofiling of Benign Lymphoid Aggregates in Bone Marrow Biopsies of Lymphoma Patients
af: Supreet Kaur Kalra, et al.
Udgivet: (2021-11-01)

Applications of Artificial Intelligence for Precision Agriculture
af: Yiannis Ampatzidis
Udgivet: (2018-12-01)