Tumor classification of gastrointestinal liver metastases using CT-based radiomics and deep learning H Tharmaseelan, AK Vellala, A Hertel, F Tollens, LT Rotkopf, J Rink, ... Cancer Imaging 23 (1), 95, 2023 | 12 | 2023 |
MRI imaging and machine learning based radiomics for detection of mixed HCC and CCA tumors: Still a need for liver biopsy? Y Qian, Q Lu, I Rodriguez, M Vácha, X Min, MR Ümütlü, GA Castrillon, ... Journal of Clinical Oncology 43 (4_suppl), 531-531, 2025 | | 2025 |
Radiomics-based prediction of HCC response to atezolizumab/bevacizumab. I Rodriguez, A Vellala, T Itzel, M Vácha, DH Chang, M Dill, ... Journal of Clinical Oncology 43 (4_suppl), 636-636, 2025 | | 2025 |
Radiomics-driven spectral profiling of six kidney stone types with monoenergetic CT reconstructions in photon-counting CT A Hertel, MF Froelich, D Overhoff, T Nestler, S Faby, M Jürgens, ... European Radiology, 1-11, 2024 | | 2024 |
Textural heterogeneity of liver lesions in CT imaging: comparison of colorectal and pancreatic metastases: hepatobiliary FL Pietsch, F Haag, I Ayx, F Grawe, AK Vellala, S Schönberg, MF Froelich, ... | | 2024 |
Textural heterogeneity of liver lesions in CT imaging-comparison of colorectal and pancreatic metastases FL Pietsch, F Haag, I Ayx, F Grawe, AK Vellala, SO Schoenberg, ... Abdominal Radiology 49 (12), 4295-4306, 2024 | | 2024 |
Radiomics-based prediction of HCC response to atezolizumab/bevacizumab I Rodriguez, A Vellala, T Itzel, J Daza, M Vácha, DH Chang, M Debic, ... Zeitschrift für Gastroenterologie 62 (09), KV 249, 2024 | | 2024 |
Comparing quantitative image parameters between animal and clinical CT-scanners: a translational phantom study analysis A Vellala, C Mogler, F Haag, F Tollens, H Rudolf, F Pietsch, C Wängler, ... Frontiers in Medicine 11, 1407235, 2024 | | 2024 |
1st. Joint DFH/UFA workshop on AI in Medicine: Optimised Trials with Machine Learning X Fresquet, J Hesser Heidelberg University Library, 2024 | | 2024 |
Genre-based Video Clustering using Deep Learning: By Extraction feature using Object Detection and Action Recognition A Vellala | | 2021 |