[HTML][HTML] Variable generalization performance of a deep learning model to detect pneumonia in chest radiographs: a cross-sectional study

…, MA Badgeley, M Liu, AB Costa, JJ Titano… - PLoS …, 2018 - journals.plos.org
Background There is interest in using convolutional neural networks (CNNs) to analyze
medical imaging to provide computer-aided diagnosis (CAD). Recent work has suggested that …

Automated deep-neural-network surveillance of cranial images for acute neurologic events

JJ Titano, M Badgeley, J Schefflein, M Pain, A Su… - Nature medicine, 2018 - nature.com
Rapid diagnosis and treatment of acute neurological illnesses such as stroke, hemorrhage,
and hydrocephalus are critical to achieving positive outcomes and preserving neurologic …

Confounding variables can degrade generalization performance of radiological deep learning models

…, MA Badgeley, M Liu, AB Costa, JJ Titano… - arXiv preprint arXiv …, 2018 - arxiv.org
Early results in using convolutional neural networks (CNNs) on x-rays to diagnose disease
have been promising, but it has not yet been shown that models trained on x-rays from one …

Radiation segmentectomy versus TACE combined with microwave ablation for unresectable solitary hepatocellular carcinoma up to 3 cm: a propensity score matching …

DM Biederman, JJ Titano, VL Bishay, RJ Durrani… - Radiology, 2017 - pubs.rsna.org
Purpose To compare the outcomes of radiation segmentectomy (RS) and transarterial
chemoembolization (TACE) combined with microwave ablation (MWA) in the treatment of …

Radiation segmentectomy versus selective chemoembolization in the treatment of early-stage hepatocellular carcinoma

DM Biederman, JJ Titano, RA Korff… - Journal of Vascular and …, 2018 - Elsevier
Purpose To compare outcomes of radiation segmentectomy (RS) and segmental transarterial
chemoembolization in treatment of unresectable, solitary hepatocellular carcinoma (HCC) …

Outcomes of radioembolization in the treatment of hepatocellular carcinoma with portal vein invasion: resin versus glass microspheres

DM Biederman, JJ Titano, NE Tabori… - Journal of vascular and …, 2016 - Elsevier
Purpose To compare outcomes of yttrium-90 radioembolization performed with resin-based
( 90 Y-resin) and glass-based ( 90 Y-glass) microspheres in the treatment of hepatocellular …

[HTML][HTML] Machine learning for semiautomated classification of glioblastoma, brain metastasis and central nervous system lymphoma using magnetic resonance …

…, YU Sakai, EK Oermann, JJ Titano… - Annals of …, 2019 - ncbi.nlm.nih.gov
Background Differentiating glioblastoma, brain metastasis, and central nervous system
lymphoma (CNSL) on conventional magnetic resonance imaging (MRI) can present a diagnostic …

[HTML][HTML] End-hole versus microvalve infusion catheters in patients undergoing drug-eluting microspheres-TACE for solitary hepatocellular carcinoma tumors: a …

JJ Titano, AM Fischman, A Cherian, M Tully… - Cardiovascular and …, 2019 - Springer
Introduction Pre-transplant locoregional therapy for hepatocellular carcinoma (HCC) during
bridge-to-transplant impacts recurrence and survival rates following liver transplantation. …

Safety and outcomes of transradial access in patients with international normalized ratio 1.5 or above

JJ Titano, DM Biederman, J Zech, R Korff… - Journal of Vascular and …, 2018 - Elsevier
Purpose To examine the safety and outcomes for patients undergoing transradial noncoronary
interventions with international normalized ratio (INR) ≥1.5. Materials and Methods A …

Transradial access for visceral endovascular interventions in morbidly obese patients: safety and feasibility

…, B Marinelli, PJ O'Connor, JJ Titano… - The journal of …, 2016 - journals.sagepub.com
Purpose Transradial access (TRA) has been shown to lower morbidity and bleeding
complications compared to transfemoral access in percutaneous coronary interventions. Morbid …