Artificial intelligence as the next step towards precision pathology

B Acs, M Rantalainen, J Hartman - Journal of internal medicine, 2020 - Wiley Online Library
Pathology is the cornerstone of cancer care. The need for accuracy in histopathologic
diagnosis of cancer is increasing as personalized cancer therapy requires accurate …

Towards personalized treatment for early stage HER2-positive breast cancer

K Goutsouliak, J Veeraraghavan, V Sethunath… - Nature Reviews …, 2020 - nature.com
Advances in HER2-targeted therapies have improved the survival of patients with HER2-
positive breast cancer. The standard-of-care treatment for localized disease has been …

High resolution mapping of the tumor microenvironment using integrated single-cell, spatial and in situ analysis

A Janesick, R Shelansky, AD Gottscho… - Nature …, 2023 - nature.com
Single-cell and spatial technologies that profile gene expression across a whole tissue are
revolutionizing the resolution of molecular states in clinical samples. Current commercially …

[HTML][HTML] Survival analysis across the entire transcriptome identifies biomarkers with the highest prognostic power in breast cancer

B Győrffy - Computational and structural biotechnology journal, 2021 - Elsevier
Introduction Extensive research is directed to uncover new biomarkers capable to stratify
breast cancer patients into clinically relevant cohorts. However, the overall performance …

[HTML][HTML] Adjuvant abemaciclib combined with endocrine therapy for high-risk early breast cancer: updated efficacy and Ki-67 analysis from the monarchE study

N Harbeck, P Rastogi, M Martin, SM Tolaney… - Annals of …, 2021 - Elsevier
Background Adjuvant abemaciclib combined with endocrine therapy (ET) previously
demonstrated clinically meaningful improvement in invasive disease-free survival (IDFS) …

[HTML][HTML] DCSAU-Net: A deeper and more compact split-attention U-Net for medical image segmentation

Q Xu, Z Ma, HE Na, W Duan - Computers in Biology and Medicine, 2023 - Elsevier
Deep learning architecture with convolutional neural network achieves outstanding success
in the field of computer vision. Where U-Net has made a great breakthrough in biomedical …

The single-cell pathology landscape of breast cancer

HW Jackson, JR Fischer, VRT Zanotelli, HR Ali… - Nature, 2020 - nature.com
Single-cell analyses have revealed extensive heterogeneity between and within human
tumours,,–, but complex single-cell phenotypes and their spatial context are not at present …

Fertility preservation in patients with cancer: ASCO clinical practice guideline update

K Oktay, BE Harvey, AH Partridge, GP Quinn… - Journal of Clinical …, 2018 - ascopubs.org
Purpose To provide current recommendations about fertility preservation for adults and
children with cancer. Methods A systematic review of the literature published from January …

[HTML][HTML] A single-cell atlas of the tumor and immune ecosystem of human breast cancer

J Wagner, MA Rapsomaniki, S Chevrier, T Anzeneder… - Cell, 2019 - cell.com
Breast cancer is a heterogeneous disease. Tumor cells and associated healthy cells form
ecosystems that determine disease progression and response to therapy. To characterize …

Adjuvant capecitabine for breast cancer after preoperative chemotherapy

N Masuda, SJ Lee, S Ohtani, YH Im… - … England Journal of …, 2017 - Mass Medical Soc
Background Patients who have residual invasive carcinoma after the receipt of neoadjuvant
chemotherapy for human epidermal growth factor receptor 2 (HER2)–negative breast cancer …