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1.
Dimensionality reduction for deep learning in infrared microscopy: a comparative computational survey.
Analyst
; 148(20): 5022-5032, 2023 Oct 05.
Article
in English
| MEDLINE | ID: mdl-37702617
2.
Quantum Cascade Laser-Based Infrared Imaging as a Label-Free and Automated Approach to Determine Mutations in Lung Adenocarcinoma.
Am J Pathol
; 191(7): 1269-1280, 2021 07.
Article
in English
| MEDLINE | ID: mdl-34004158
3.
Deep representation learning for domain adaptable classification of infrared spectral imaging data.
Bioinformatics
; 36(1): 287-294, 2020 01 01.
Article
in English
| MEDLINE | ID: mdl-31225858
4.
Integrated Fourier Transform Infrared Imaging and Proteomics for Identification of a Candidate Histochemical Biomarker in Bladder Cancer.
Am J Pathol
; 189(3): 619-631, 2019 03.
Article
in English
| MEDLINE | ID: mdl-30770125
5.
Marker-free automated histopathological annotation of lung tumour subtypes by FTIR imaging.
Analyst
; 140(7): 2114-20, 2015 Apr 07.
Article
in English
| MEDLINE | ID: mdl-25529256
6.
Fast and label-free automated detection of microsatellite status in early colon cancer using artificial intelligence integrated infrared imaging.
Eur J Cancer
; 182: 122-131, 2023 03.
Article
in English
| MEDLINE | ID: mdl-36773401
7.
A framework for falsifiable explanations of machine learning models with an application in computational pathology.
Med Image Anal
; 82: 102594, 2022 11.
Article
in English
| MEDLINE | ID: mdl-36058053
8.
Advances in Digital Pathology: From Artificial Intelligence to Label-Free Imaging.
Visc Med
; 37(6): 482-490, 2021 Dec.
Article
in English
| MEDLINE | ID: mdl-35087898
9.
Application of Label-Free Proteomics for Quantitative Analysis of Urothelial Carcinoma and Cystitis Tissue.
Methods Mol Biol
; 2228: 283-292, 2021.
Article
in English
| MEDLINE | ID: mdl-33950498
10.
A representation learning approach for recovering scatter-corrected spectra from Fourier-transform infrared spectra of tissue samples.
J Biophotonics
; 14(3): e202000385, 2021 03.
Article
in English
| MEDLINE | ID: mdl-33295130
11.
Grayscale representation of infrared microscopy images by extended multiplicative signal correction for registration with histological images.
J Biophotonics
; 13(8): e201960223, 2020 08.
Article
in English
| MEDLINE | ID: mdl-32352634
12.
Label-free, automated classification of microsatellite status in colorectal cancer by infrared imaging.
Sci Rep
; 10(1): 10161, 2020 06 23.
Article
in English
| MEDLINE | ID: mdl-32576892
13.
Label-free vibrational imaging of different Aß plaque types in Alzheimer's disease reveals sequential events in plaque development.
Acta Neuropathol Commun
; 8(1): 222, 2020 12 11.
Article
in English
| MEDLINE | ID: mdl-33308303
14.
Quantum Cascade Laser-Based Infrared Microscopy for Label-Free and Automated Cancer Classification in Tissue Sections.
Sci Rep
; 8(1): 7717, 2018 05 16.
Article
in English
| MEDLINE | ID: mdl-29769696
15.
Spatial and molecular resolution of diffuse malignant mesothelioma heterogeneity by integrating label-free FTIR imaging, laser capture microdissection and proteomics.
Sci Rep
; 7: 44829, 2017 03 30.
Article
in English
| MEDLINE | ID: mdl-28358042
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