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From patterns to patients: Advances in clinical machine learning for cancer diagnosis, prognosis, and treatment
Machine learning (ML) is increasingly used in clinical oncology to diagnose cancers, predict
patient outcomes, and inform treatment planning. Here, we review recent applications of ML …
patient outcomes, and inform treatment planning. Here, we review recent applications of ML …
[HTML][HTML] The 2022 World Health Organization classification of tumours of the urinary system and male genital organs—part A: renal, penile, and testicular tumours
The fifth edition of the World Health Organization (WHO) classification of urogenital tumours
(WHO “Blue Book”), published in 2022, contains significant revisions. This review …
(WHO “Blue Book”), published in 2022, contains significant revisions. This review …
Glioblastoma and other primary brain malignancies in adults: a review
Importance Malignant primary brain tumors cause more than 15 000 deaths per year in the
United States. The annual incidence of primary malignant brain tumors is approximately 7 …
United States. The annual incidence of primary malignant brain tumors is approximately 7 …
[HTML][HTML] Glioblastoma hijacks neuronal mechanisms for brain invasion
Glioblastomas are incurable tumors infiltrating the brain. A subpopulation of glioblastoma
cells forms a functional and therapy-resistant tumor cell network interconnected by tumor …
cells forms a functional and therapy-resistant tumor cell network interconnected by tumor …
Artificial intelligence-based multi-omics analysis fuels cancer precision medicine
With biotechnological advancements, innovative omics technologies are constantly
emerging that have enabled researchers to access multi-layer information from the genome …
emerging that have enabled researchers to access multi-layer information from the genome …
Glioma targeted therapy: insight into future of molecular approaches
Gliomas are the common type of brain tumors originating from glial cells. Epidemiologically,
gliomas occur among all ages, more often seen in adults, which males are more susceptible …
gliomas occur among all ages, more often seen in adults, which males are more susceptible …
Ultra-fast deep-learned CNS tumour classification during surgery
Central nervous system tumours represent one of the most lethal cancer types, particularly
among children. Primary treatment includes neurosurgical resection of the tumour, in which …
among children. Primary treatment includes neurosurgical resection of the tumour, in which …
Clinical implications of the 2021 edition of the WHO classification of central nervous system tumours
A new edition of the WHO classification of tumours of the CNS was published in 2021.
Although the previous edition of this classification was published just 5 years earlier, in …
Although the previous edition of this classification was published just 5 years earlier, in …
Toward explainable artificial intelligence for precision pathology
The rapid development of precision medicine in recent years has started to challenge
diagnostic pathology with respect to its ability to analyze histological images and …
diagnostic pathology with respect to its ability to analyze histological images and …
Multimodal data fusion for cancer biomarker discovery with deep learning
Technological advances have made it possible to study a patient from multiple angles with
high-dimensional, high-throughput multiscale biomedical data. In oncology, massive …
high-dimensional, high-throughput multiscale biomedical data. In oncology, massive …