Sovanlal Mukherjee

Radiomics-based Machine-learning Models Can Detect Pancreatic Cancer on Prediagnostic Computed Tomography Scans at a Substantial Lead Time Before Clinical Diagnosis

Sovanlal Mukherjee, Anurima Patra, Hala Khasawneh et al. · Gastroenterology · 2022 · 177 citations · Full text

Medicine, Oncology, Radiology +17

Automated Artificial Intelligence Model Trained on a Large Data Set Can Detect Pancreas Cancer on Diagnostic Computed Tomography Scans As Well As Visually Occult Preinvasive Cancer on Prediagnostic Computed Tomography Scans

Panagiotis Korfiatis, Garima Suman, Nandakumar G. Patnam et al. · Gastroenterology · 2023 · 63 citations · Full text

Computing, Computer Science, Oncology +17

Integrating soft and hard dose‐volume constraints into hierarchical constrained IMRT optimization

Sovanlal Mukherjee, Linda Hong, Joseph O. Deasy et al. · Medical Physics · 2019 · 23 citations · Full text

Medicine, Oncology, Radiation Oncology +17

Assessing the robustness of a machine-learning model for early detection of pancreatic adenocarcinoma (PDA): evaluating resilience to variations in image acquisition and radiomics workflow using image perturbation methods

Sovanlal Mukherjee, Panagiotis Korfiatis, Nandakumar G. Patnam et al. · Abdominal Radiology · 2024 · 21 citations · Full text

Medicine, Computer Science, Oncology +17

Bounding box-based 3D AI model for user-guided volumetric segmentation of pancreatic ductal adenocarcinoma on standard-of-care CTs

Sovanlal Mukherjee, Panagiotis Korfiatis, Hala Khasawneh et al. · Pancreatology · 2023 · 15 citations · Full text

Medicine, Oncology, Radiology +17