[HTML][HTML] Non-invasive measurement of PD-L1 status and prediction of immunotherapy response using deep learning of PET/CT images

W Mu, L Jiang, Y Shi, I Tunali, JE Gray… - … for immunotherapy of …, 2021 - ncbi.nlm.nih.gov
Background Currently, only a fraction of patients with non-small cell lung cancer (NSCLC)
treated with immune checkpoint inhibitors (ICIs) experience a durable clinical benefit (DCB) …

Combination strategies for immune-checkpoint blockade and response prediction by artificial intelligence

F Huemer, M Leisch, R Geisberger, T Melchardt… - International journal of …, 2020 - mdpi.com
The therapeutic concept of unleashing a pre-existing immune response against the tumor by
the application of immune-checkpoint inhibitors (ICI) has resulted in long-term survival in …

An automated computational image analysis pipeline for histological grading of cardiac allograft rejection

EG Peyster, S Arabyarmohammadi… - European heart …, 2021 - academic.oup.com
Aim Allograft rejection is a serious concern in heart transplant medicine. Though
endomyocardial biopsy with histological grading is the diagnostic standard for rejection …

Optimizing the peritumoral region size in radiomics analysis for sentinel lymph node status prediction in breast cancer

J Ding, S Chen, MS Sosa, R Cattell, L Lei, J Sun… - Academic radiology, 2022 - Elsevier
Rationale and Objectives Peritumoral features have been suggested to be useful in
improving the prediction performance of radiomic models. The aim of this study is to …

What does radiomics do in PD‐L1 blockade therapy of NSCLC patients?

R Cui, Z Yang, L Liu - Thoracic Cancer, 2022 - Wiley Online Library
With the in‐depth understanding of programmed cell death 1 ligand 1 (PD‐L1) in non‐small
cell lung cancer (NSCLC), PD‐L1 has become a vital immunotherapy target and a …

Prediction of immunotherapy response using deep learning of PET/CT images

W Mu, L Jiang, Y Shi, I Tunali, JE Gray, E Katsoulakis… - medRxiv, 2020 - medrxiv.org
Currently only a fraction of patients with non-small cell lung cancer (NSCLC) experience
durable clinical benefit (DCB) from immunotherapy, robust biomarkers to predict response …

MRI-based Biomarkers for Breast Cancer

J Ding - 2019 - search.proquest.com
Breast cancer, as the most commonly diagnosed cancer in women around the world, brings
significant burden to patients and society. Magnetic resonance imaging (MRI) has been …