Gaurav Shukla

Federated learning enables big data for rare cancer boundary detection

Sarthak Pati, Ujjwal Baid, Brandon Edwards et al. · Nature Communications · 2022 · 340 citations · Full text

Computing, Computer Science, Oncology +13

The University of Pennsylvania glioblastoma (UPenn-GBM) cohort: advanced MRI, clinical, genomics, & radiomics

Spyridon Bakas, Chiharu Sako, Hamed Akbari et al. · Scientific Data · 2022 · 168 citations · Full text

Medicine, Oncology, Radiology +17

Conjoint application of nano-urea with conventional fertilizers: An energy efficient and environmentally robust approach for sustainable crop production

Pravin Kumar Upadhyay, Abir Dey, Vinod Kumar Singh et al. · PLoS ONE · 2023 · 94 citations · Full text

Agriculture, Agronomy, Crop Sciences +17

Histopathology‐validated machine learning radiographic biomarker for noninvasive discrimination between true progression and pseudo‐progression in glioblastoma

Hamed Akbari, Saima Rathore, Spyridon Bakas et al. · Cancer · 2020 · 92 citations · Full text

Medicine, Oncology, Radiology +17

Brain extraction on MRI scans in presence of diffuse glioma: Multi-institutional performance evaluation of deep learning methods and robust modality-agnostic training

Siddhesh Thakur, Jimit Doshi, Sarthak Pati et al. · NeuroImage · 2020 · 84 citations · Full text

Medicine, Computer Science, Radiology +13