Nandakumar G. Patnam

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

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

Pancreas segmentation using AI developed on the largest CT dataset with multi-institutional validation and implications for early cancer detection

Sovanlal Mukherjee, Ajith Antony, Nandakumar G. Patnam et al. · Scientific Reports · 2025 · 12 citations · Full text

Medicine, Computer Science, Radiology +17

Baseline Characteristics and Use of Pretherapeutic 18F-Fluorodeoxyglucose-PET for Pancreatic Cancer

Danielle M. Carlson, Amro M. Abdelrahman, Stella K Adjei Antwi et al. · Journal of the American College of Surgeons · 2024 · 10 citations · Full text

Medicine, Nuclear Medicine, Oncology +17