Multi-input deep learning architecture for predicting breast tumor response to chemotherapy using quantitative MR images

Early prediction of neoadjuvant treatment outcome in locally advanced breast cancer using parametric response mapping and radial heterogeneity from breast MRI

(2019) Stylianos Drisis et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

Total choline quantification measured by 1H MR spectroscopy as early predictor of response after neoadjuvant treatment for locally advanced breast cancer: The impact of immunohistochemical status

(2018) Stylianos Drisis et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

Evaluation of dynamic contrast-enhanced MRI biomarkers for stratified cancer medicine: How do permeability and perfusion vary between human tumours?

(2018) Ross A. Little et al.   MAGNETIC RESONANCE IMAGING

Response monitoring of breast cancer patients receiving neoadjuvant chemotherapy using quantitative ultrasound, texture, and molecular features

(2018) Lakshmanan Sannachi et al.   PLoS One

A PRM approach for early prediction of breast cancer response to chemotherapy based on registered MR images

(2018) Mohammed El Adoui et al.   International Journal of Computer Assisted Radiology and Surgery

Radiomic analysis of DCE-MRI for prediction of response to neoadjuvant chemotherapy in breast cancer patients

(2017) Ming Fan et al.   EUROPEAN JOURNAL OF RADIOLOGY

Response Evaluation Criteria in Solid Tumors (RECIST) following neoadjuvant chemotherapy in osteosarcoma

(2017) Lillian M. Guenther et al.   PEDIATRIC BLOOD & CANCER

Deep-learning: investigating deep neural networks hyper-parameters and comparison of performance to shallow methods for modeling bioactivity data

(2017) Alexios Koutsoukas et al.   Journal of Cheminformatics

Quantitative DCE-MRI for prediction of pathological complete response following neoadjuvant treatment for locally advanced breast cancer: the impact of breast cancer subtypes on the diagnostic accuracy

(2015) Stylianos Drisis et al.   EUROPEAN RADIOLOGY

Characterization of Anthropometric Changes that Occur During Neoadjuvant Therapy for Potentially Resectable Pancreatic Cancer

(2014) Amanda B. Cooper et al.   ANNALS OF SURGICAL ONCOLOGY

Contribution of Diffusion-Weighted Imaging to Dynamic Contrast-Enhanced MRI in the Characterization of Breast Tumors

(2010) Sibel Kul et al.   AMERICAN JOURNAL OF ROENTGENOLOGY

N4ITK: Improved N3 Bias Correction

(2010) Nicholas J Tustison et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Overview of the immune response

(2010) David D. Chaplin   JOURNAL OF ALLERGY AND CLINICAL IMMUNOLOGY

Neoadjuvant therapy for breast cancer

(2010) Stephen V. Liu et al.   JOURNAL OF SURGICAL ONCOLOGY

Contrast-enhanced MRI of carotid atherosclerosis: Dependence on contrast agent

(2009) William S. Kerwin et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

Response to neoadjuvant therapy with cisplatin in BRCA1-positive breast cancer patients

(2008) T. Byrski et al.   BREAST CANCER RESEARCH AND TREATMENT