Breast cancer detection, segmentation and classification on histopathology images analysis: a systematic review
R Krithiga, P Geetha - Archives of Computational Methods in Engineering, 2021 - Springer
Digital pathology represents a major evolution in modern medicine. Pathological
examinations constitute the standard in medical protocols and the law, and call for specific …
examinations constitute the standard in medical protocols and the law, and call for specific …
Similarity-based queries for time series data
D Rafiei, A Mendelzon - Proceedings of the 1997 ACM SIGMOD …, 1997 - dl.acm.org
We study a set of linear transformations on the Fourier series representation of a sequence
that can be used as the basis for similarity queries on time-series data. We show that our set …
that can be used as the basis for similarity queries on time-series data. We show that our set …
Cell-graphs: image-driven modeling of structure-function relationship
B Yener - Communications of the ACM, 2016 - dl.acm.org
Cell-graphs: image-driven modeling of structure-function relationship Page 1 74
COMMUNICATIONS OF THE ACM | JANUARY 2017 | VOL. 60 | NO. 1 review articles THE …
COMMUNICATIONS OF THE ACM | JANUARY 2017 | VOL. 60 | NO. 1 review articles THE …
Invariant delineation of nuclear architecture in glioblastoma multiforme for clinical and molecular association
Automated analysis of whole mount tissue sections can provide insights into tumor subtypes
and the underlying molecular basis of neoplasm. However, since tumor sections are …
and the underlying molecular basis of neoplasm. However, since tumor sections are …
Stacked predictive sparse decomposition for classification of histology sections
Image-based classification of histology sections, in terms of distinct components (eg, tumor,
stroma, normal), provides a series of indices for histology composition (eg, the percentage of …
stroma, normal), provides a series of indices for histology composition (eg, the percentage of …
Digital image analysis and machine learning-assisted prediction of neoadjuvant chemotherapy response in triple-negative breast cancer
TB Fisher, G Saini, TS Rekha, J Krishnamurthy… - Breast Cancer …, 2024 - Springer
Background Pathological complete response (pCR) is associated with favorable prognosis
in patients with triple-negative breast cancer (TNBC). However, only 30–40% of TNBC …
in patients with triple-negative breast cancer (TNBC). However, only 30–40% of TNBC …
Stacked predictive sparse coding for classification of distinct regions in tumor histopathology
Image-based classification of histology sections, in terms of distinct components (eg, tumor,
stroma, normal), provides a series of indices for tumor composition. Furthermore …
stroma, normal), provides a series of indices for tumor composition. Furthermore …
LIM kinase regulation of cytoskeletal dynamics is required for salivary gland branching morphogenesis
S Ray, JA Fanti, DP Macedo… - Molecular Biology of the …, 2014 - Am Soc Cell Biol
Coordinated actin microfilament and microtubule dynamics is required for salivary gland
development, although the mechanisms by which they contribute to branching …
development, although the mechanisms by which they contribute to branching …
Seizure prediction by graph mining, transfer learning, and transformation learning
We present in this study a novel approach to predicting EEG epileptic seizures: we
accurately model and predict non-ictal cortical activity and use prediction errors as …
accurately model and predict non-ictal cortical activity and use prediction errors as …
Cell-based multi-parametric model of cleft progression during submandibular salivary gland branching morphogenesis
Cleft formation during submandibular salivary gland branching morphogenesis is the critical
step initiating the growth and development of the complex adult organ. Previous …
step initiating the growth and development of the complex adult organ. Previous …