Machine learning for lung cancer diagnosis, treatment, and prognosis
The recent development of imaging and sequencing technologies enables systematic
advances in the clinical study of lung cancer. Meanwhile, the human mind is limited in …
advances in the clinical study of lung cancer. Meanwhile, the human mind is limited in …
A general-purpose self-supervised model for computational pathology
Tissue phenotyping is a fundamental computational pathology (CPath) task in learning
objective characterizations of histopathologic biomarkers in anatomic pathology. However …
objective characterizations of histopathologic biomarkers in anatomic pathology. However …
Single-sample image-fusion upsampling of fluorescence lifetime images
Fluorescence lifetime imaging microscopy (FLIM) provides detailed information about
molecular interactions and biological processes. A major bottleneck for FLIM is image …
molecular interactions and biological processes. A major bottleneck for FLIM is image …
More from less: Self-supervised knowledge distillation for routine histopathology data
L Farndale, R Insall, K Yuan - … Workshop on Machine Learning in Medical …, 2023 - Springer
Medical imaging technologies are generating increasingly large amounts of high-quality,
information-dense data. Despite the progress, practical use of advanced imaging …
information-dense data. Despite the progress, practical use of advanced imaging …
Bench to bedside: recent advances in lung cancer pathological research with implications for diagnostic clinical practice
DA Moore, J Le Quesne - Diagnostic Histopathology, 2022 - Elsevier
After decades of relative stagnation lung cancer is emerging as a disease type where rapid
progress is being made in diagnosis and therapy, as well as in our understanding of disease …
progress is being made in diagnosis and therapy, as well as in our understanding of disease …
Development of advanced machine learning models for the fusion of heterogeneous biological sources in clinical decision support systems for cancer
F Carrillo Pérez - 2023 - digibug.ugr.es
Cancer is one of the leading causes of death worldwide, just behind cardiovascular
diseases. An early diagnosis is key for the prognosis of the patient, since it allows applying …
diseases. An early diagnosis is key for the prognosis of the patient, since it allows applying …