List of works - Nina Linder

An open-source, MATLAB based annotation tool for virtual slides.

scientific article published on 30 September 2013

Antibody-supervised deep learning for quantification of tumor-infiltrating immune cells in hematoxylin and eosin stained breast cancer samples

scientific article

Breast cancer outcome prediction with tumour tissue images and machine learning

scientific article published on 22 May 2019

Decreased xanthine oxidoreductase (XOR) is associated with a worse prognosis in patients with serous ovarian carcinoma

scientific article published on 29 October 2011

Deep learning based tissue analysis predicts outcome in colorectal cancer

scientific article published on 21 February 2018

Deep learning for detecting tumour-infiltrating lymphocytes in testicular germ cell tumours

scientific article published on 05 December 2018

Detection of breast cancer lymph node metastases in frozen sections with a point-of-care low-cost microscope scanner

scientific article published on 19 March 2019

Exploring the spatial dimension of estrogen and progesterone signaling: detection of nuclear labeling in lobular epithelial cells in normal mammary glands adjacent to breast cancer.

scientific article

Expression and prognostic value of transcription factor PROX1 in colorectal cancer.

scientific article published on 4 October 2011

Identification of tumor epithelium and stroma in tissue microarrays using texture analysis

scientific article published on 2 March 2012

Lack of MMP-9 expression is a marker for poor prognosis in Dukes’ B colorectal cancer ⬇️

scientific article published on December 7, 2012

Local treatment of a pleural mesothelioma tumor with ONCOS-102 induces a systemic antitumor CD8+ T-cell response, prominent infiltration of CD8+ lymphocytes and Th1 type polarization.

scientific article published on November 2014

Machine-learning-driven biomarker discovery for the discrimination between allergic and irritant contact dermatitis

scientific article published on 14 December 2020

Osteoid Metaplasia in Femoral Artery Plaques Is Associated With the Clinical Severity of Lower Extremity Artery Disease in Men

scientific article published on 10 December 2020

Outcome and Biomarker Supervised Deep Learning for Survival Prediction in Two Multicenter Breast Cancer Series

scientific article published on 18 January 2022

Phase I study with ONCOS-102 for the treatment of solid tumors - an evaluation of clinical response and exploratory analyses of immune markers.

scientific article published on 15 March 2016

Point-of-Care Digital Cytology With Artificial Intelligence for Cervical Cancer Screening in a Resource-Limited Setting

scientific article published on 01 March 2021

Repeated intratumoral administration of ONCOS-102 leads to systemic antitumor CD8+ T-cell response and robust cellular and transcriptional immune activation at tumor site in a patient with ovarian cancer.

scientific article published on April 2015

Spatial aspects of oncogenic signalling determine the response to combination therapy in slice explants from Kras-driven lung tumours

scientific article published on 14 February 2018

T-cell subsets in peripheral blood and tumors of patients treated with oncolytic adenoviruses.

scientific article published on 6 February 2015

Xanthine oxidoreductase - clinical significance in colorectal cancer and in vitro expression of the protein in human colon cancer cells.

scientific article

List of works by Nina Linder

An open-source, MATLAB based annotation tool for virtual slides.

Antibody-supervised deep learning for quantification of tumor-infiltrating immune cells in hematoxylin and eosin stained breast cancer samples

Breast cancer outcome prediction with tumour tissue images and machine learning

Decreased xanthine oxidoreductase (XOR) is associated with a worse prognosis in patients with serous ovarian carcinoma

Deep learning based tissue analysis predicts outcome in colorectal cancer

Deep learning for detecting tumour-infiltrating lymphocytes in testicular germ cell tumours

Detection of breast cancer lymph node metastases in frozen sections with a point-of-care low-cost microscope scanner

Exploring the spatial dimension of estrogen and progesterone signaling: detection of nuclear labeling in lobular epithelial cells in normal mammary glands adjacent to breast cancer.

Expression and prognostic value of transcription factor PROX1 in colorectal cancer.

Identification of tumor epithelium and stroma in tissue microarrays using texture analysis

Lack of MMP-9 expression is a marker for poor prognosis in Dukes’ B colorectal cancer ⬇️

Local treatment of a pleural mesothelioma tumor with ONCOS-102 induces a systemic antitumor CD8+ T-cell response, prominent infiltration of CD8+ lymphocytes and Th1 type polarization.

Machine-learning-driven biomarker discovery for the discrimination between allergic and irritant contact dermatitis

Osteoid Metaplasia in Femoral Artery Plaques Is Associated With the Clinical Severity of Lower Extremity Artery Disease in Men

Outcome and Biomarker Supervised Deep Learning for Survival Prediction in Two Multicenter Breast Cancer Series

Phase I study with ONCOS-102 for the treatment of solid tumors - an evaluation of clinical response and exploratory analyses of immune markers.

Point-of-Care Digital Cytology With Artificial Intelligence for Cervical Cancer Screening in a Resource-Limited Setting

Repeated intratumoral administration of ONCOS-102 leads to systemic antitumor CD8+ T-cell response and robust cellular and transcriptional immune activation at tumor site in a patient with ovarian cancer.

Spatial aspects of oncogenic signalling determine the response to combination therapy in slice explants from Kras-driven lung tumours

T-cell subsets in peripheral blood and tumors of patients treated with oncolytic adenoviruses.

Xanthine oxidoreductase - clinical significance in colorectal cancer and in vitro expression of the protein in human colon cancer cells.