Apurva Singh
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View article: Development of a prognostic multiomic biomarker of progression-free survival in advanced non-small cell lung cancer patients treated with first line immunotherapy
Development of a prognostic multiomic biomarker of progression-free survival in advanced non-small cell lung cancer patients treated with first line immunotherapy Open
While tumor expression of PD-L1 is useful for predicting NSCLC tumor response to anti-PD-1/PD-L1 therapy (programmed cell death protein 1 (PD-1)/programmed cell death protein ligand 1 (PD-L1)), it is not entirely reliable for therapy respo…
View article: Prediction of metastasis-free survival in patients with localized prostate adenocarcinoma using primary tumor and lymph node radiomics from pre-treatment PSMA-PET/CT scans
Prediction of metastasis-free survival in patients with localized prostate adenocarcinoma using primary tumor and lymph node radiomics from pre-treatment PSMA-PET/CT scans Open
This is one of the first studies to explore the prognostic value of pre-treatment PSMA-PET, a relatively recent advancement in the care of prostate adenocarcinoma patients. Results demonstrated the potential of using imaging biomarkers fro…
View article: Prediction of Metastasis-Free Survival in Patients with Localized Prostate Adenocarcinoma Using Primary Tumor and Lymph Node Radiomics from Pre-Treatment Psma-Pet/Ct Scans
Prediction of Metastasis-Free Survival in Patients with Localized Prostate Adenocarcinoma Using Primary Tumor and Lymph Node Radiomics from Pre-Treatment Psma-Pet/Ct Scans Open
View article: Radiomics Analysis for the Identification of Invasive Pulmonary Subsolid Nodules From Longitudinal Presurgical CT Scans
Radiomics Analysis for the Identification of Invasive Pulmonary Subsolid Nodules From Longitudinal Presurgical CT Scans Open
Purpose: Effective identification of malignant part-solid lung nodules is crucial to eliminate risks due to therapeutic intervention or lack thereof. We aimed to develop delta radiomics and volumetric signatures, characterize changes in no…
View article: Are radiomic signatures ready for incorporation in the clinical pipeline?
Are radiomic signatures ready for incorporation in the clinical pipeline? Open
View article: Resampling and harmonization for mitigation of heterogeneity in image parameters of baseline scans
Resampling and harmonization for mitigation of heterogeneity in image parameters of baseline scans Open
Our study investigates the effects of heterogeneity in image parameters on the reproducibility of prognostic performance of models built using radiomic biomarkers. We compare the prognostic performance of models derived from the heterogene…
View article: Improved generalized ComBat methods for harmonization of radiomic features
Improved generalized ComBat methods for harmonization of radiomic features Open
View article: Development of a robust radiomic biomarker of progression-free survival in advanced non-small cell lung cancer patients treated with first-line immunotherapy
Development of a robust radiomic biomarker of progression-free survival in advanced non-small cell lung cancer patients treated with first-line immunotherapy Open
View article: URBAN METABOLISM STRATEGY: FINAL REPORT
URBAN METABOLISM STRATEGY: FINAL REPORT Open
This report presents the methodology and results of WP 3, Task 3.4 Environmental Impact Assessment within the REFLOW project. Its aims to communicate the outcomes of each pilot city ’s circular interventions and strategies -including an en…
View article: City Ecosystem Design
City Ecosystem Design Open
This deliverable will illustrate the blueprint of economic loop models for each specific city resource stream: textiles, packaging, wood, plastics, water, agrifood, housing and electricity. The design is the result of the analysis and elab…
View article: Generalized ComBat harmonization methods for radiomic features with multi-modal distributions and multiple batch effects
Generalized ComBat harmonization methods for radiomic features with multi-modal distributions and multiple batch effects Open
View article: Radiogenomics in brain, breast, and lung cancer: opportunities and challenges
Radiogenomics in brain, breast, and lung cancer: opportunities and challenges Open
The field of radiogenomics largely focuses on developing imaging surrogates for genomic signatures and integrating imaging, genomic, and molecular data to develop combined personalized biomarkers for characterizing various diseases. Our st…
View article: Covid detection in CT and X-Ray images using Ensemble Learning
Covid detection in CT and X-Ray images using Ensemble Learning Open
Coronavirus disease is an infectious disease therefore its early detection and diagnosis is important. Currently used methods take a long time and are not precise. Computed tomography (CT) and X-rays can be used to detect coronavirus. Manu…
View article: REFLOW_D3.1_Circular Principles and Indicators
REFLOW_D3.1_Circular Principles and Indicators Open
D3.1 Circular Principles and Indicators lays out the key concepts and components of WP3’s Circular Urban Metabolism framework - (1) Circular Principles, (2) principle-level and pilot-specific key performance indicators, and (3) urban metab…
View article: P1.10-04 Lung Cancer in Patients with HIV Disease - Unique Clinical and Biomarker Features Impacting Lung Cancer Screening and Management
P1.10-04 Lung Cancer in Patients with HIV Disease - Unique Clinical and Biomarker Features Impacting Lung Cancer Screening and Management Open
View article: Novel CMOS Current Follower Transconductance Amplifier Current-Mode universal Filter
Novel CMOS Current Follower Transconductance Amplifier Current-Mode universal Filter Open
View article: Automated Scrolling Using Speech Recognition
Automated Scrolling Using Speech Recognition Open
The Automated Scrolling Using speech recognition is a promising technique which allows users to scroll through a document with minimum effort and in a smart manner. Speech recognition is being used to perform speech to text conversion of t…