Transformers meets neoantigen detection: a systematic literature review
Abstract: Cancer immunology offers a new alternative to traditional cancer treatments, such as radiotherapy and chemotherapy. One notable alternative is the development of personalized vaccines based on cancer neoantigens. Moreover, Transformers are considered a revolutionary development in artificial intelligence with a significant impact on natural language processing (NLP) tasks and have been utilized in proteomics studies in recent years. In this context, we conducted a systematic literature review to investigate how Transformers are applied in each stage of the neoantigen detection process. Additionally, we mapped current pipelines and examined the results of clinical trials involving cancer vaccines.
- Standort
-
Deutsche Nationalbibliothek Frankfurt am Main
- Umfang
-
Online-Ressource
- Sprache
-
Englisch
- Erschienen in
-
Transformers meets neoantigen detection: a systematic literature review ; volume:21 ; number:2 ; year:2024 ; extent:29
Journal of integrative bioinformatics ; 21, Heft 2 (2024) (gesamt 29)
- Urheber
-
Machaca, Vicente
Goyzueta, Valeria
Cruz, María Graciel
Sejje, Erika
Pilco, Luz Marina
López, Julio
Túpac, Yván
- DOI
-
10.1515/jib-2023-0043
- URN
-
urn:nbn:de:101:1-2409061620460.407541484055
- Rechteinformation
-
Open Access; Der Zugriff auf das Objekt ist unbeschränkt möglich.
- Letzte Aktualisierung
- 15.08.2025, 05:37 UTC
Datenpartner
Dieses Objekt wird bereitgestellt von:
Deutsche Nationalbibliothek. Bei Fragen zum Objekt wenden Sie sich bitte an den Datenpartner.
Deutsche Nationalbibliothek. Bei Fragen zum Objekt wenden Sie sich bitte an den Datenpartner.
Beteiligte
- Machaca, Vicente
- Goyzueta, Valeria
- Cruz, María Graciel
- Sejje, Erika
- Pilco, Luz Marina
- López, Julio
- Túpac, Yván
Ähnliche Objekte (12)
Potholes and traffic signs detection by classifier with vision transformers
Efficient pneumonia detection using Vision Transformers on chest X-rays
Tiny polyp detection from endoscopic video frames using vision transformers
Deepfake detection using convolutional vision transformers and convolutional neural networks
Neoantigen vaccine: an emerging tumor immunotherapy
Rules for transformers
A Potent Micron Neoantigen Tumor Vaccine GP‐Neoantigen Induces Robust Antitumor Activity in Multiple Tumor Models
Shifted-windows transformers for the detection of cerebral aneurysms in microsurgery
NOVEL SINGLE TREE DETECTION BY TRANSFORMERS USING UAV-BASED MULTISPECTRAL IMAGERY
Detection of breast cancer in digital breast tomosynthesis with vision transformers
Optimized polyepitope neoantigen DNA vaccines elicit neoantigen-specific immune responses in preclinical models and in clinical translation
Personalized neoantigen-pulsed dendritic cell vaccines show superior immunogenicity to neoantigen-adjuvant vaccines in mouse tumor models
Potholes and traffic signs detection by classifier with vision transformers
Efficient pneumonia detection using Vision Transformers on chest X-rays
Tiny polyp detection from endoscopic video frames using vision transformers
Deepfake detection using convolutional vision transformers and convolutional neural networks
Neoantigen vaccine: an emerging tumor immunotherapy
Rules for transformers
A Potent Micron Neoantigen Tumor Vaccine GP‐Neoantigen Induces Robust Antitumor Activity in Multiple Tumor Models
Shifted-windows transformers for the detection of cerebral aneurysms in microsurgery
NOVEL SINGLE TREE DETECTION BY TRANSFORMERS USING UAV-BASED MULTISPECTRAL IMAGERY
Detection of breast cancer in digital breast tomosynthesis with vision transformers
Optimized polyepitope neoantigen DNA vaccines elicit neoantigen-specific immune responses in preclinical models and in clinical translation
Personalized neoantigen-pulsed dendritic cell vaccines show superior immunogenicity to neoantigen-adjuvant vaccines in mouse tumor models
Potholes and traffic signs detection by classifier with vision transformers
Efficient pneumonia detection using Vision Transformers on chest X-rays
Tiny polyp detection from endoscopic video frames using vision transformers
Deepfake detection using convolutional vision transformers and convolutional neural networks
Neoantigen vaccine: an emerging tumor immunotherapy
Rules for transformers
A Potent Micron Neoantigen Tumor Vaccine GP‐Neoantigen Induces Robust Antitumor Activity in Multiple Tumor Models
Shifted-windows transformers for the detection of cerebral aneurysms in microsurgery
NOVEL SINGLE TREE DETECTION BY TRANSFORMERS USING UAV-BASED MULTISPECTRAL IMAGERY
Detection of breast cancer in digital breast tomosynthesis with vision transformers
Optimized polyepitope neoantigen DNA vaccines elicit neoantigen-specific immune responses in preclinical models and in clinical translation