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Wyss, Patric; Ginsbourger, David; Shou, Haochang; Davatzikos, Christos; Klöppel, Stefan; Abdulkadir, Ahmed (2023). Adaptive data-driven selection of sequences of biological and cognitive markers in pre-clinical diagnosis of dementia. Scientific Reports, 13(1), p. 6406. Nature Publishing Group 10.1038/s41598-023-32867-z
Pati, Sarthak; Baid, Ujjwal; Edwards, Brandon; Sheller, Micah; Wang, Shih-Han; Reina, G Anthony; Foley, Patrick; Gruzdev, Alexey; Karkada, Deepthi; Davatzikos, Christos; Sako, Chiharu; Ghodasara, Satyam; Bilello, Michel; Mohan, Suyash; Vollmuth, Philipp; Brugnara, Gianluca; Preetha, Chandrakanth J; Sahm, Felix; Maier-Hein, Klaus; Zenk, Maximilian; ... (2023). Author Correction: Federated learning enables big data for rare cancer boundary detection. Nature communications, 14(1), p. 436. Nature Publishing Group 10.1038/s41467-023-36188-7
Pati, Sarthak; Baid, Ujjwal; Edwards, Brandon; Sheller, Micah; Wang, Shih-Han; Reina, G Anthony; Foley, Patrick; Gruzdev, Alexey; Karkada, Deepthi; Davatzikos, Christos; Sako, Chiharu; Ghodasara, Satyam; Bilello, Michel; Mohan, Suyash; Vollmuth, Philipp; Brugnara, Gianluca; Preetha, Chandrakanth J; Sahm, Felix; Maier-Hein, Klaus; Zenk, Maximilian; ... (2022). Federated learning enables big data for rare cancer boundary detection. Nature communications, 13(1), p. 7346. Nature Publishing Group 10.1038/s41467-022-33407-5
Lalousis, Paris Alexandros; Schmaal, Lianne; Wood, Stephen J; Reniers, Renate L E P; Barnes, Nicholas M; Chisholm, Katharine; Griffiths, Sian Lowri; Stainton, Alexandra; Wen, Junhao; Hwang, Gyujoon; Davatzikos, Christos; Wenzel, Julian; Kambeitz-Ilankovic, Lana; Andreou, Christina; Bonivento, Carolina; Dannlowski, Udo; Ferro, Adele; Lichtenstein, Theresa; Riecher-Rössler, Anita; Romer, Georg; ... (2022). Neurobiologically Based Stratification of Recent-Onset Depression and Psychosis: Identification of Two Distinct Transdiagnostic Phenotypes. Biological psychiatry, 92(7), pp. 552-562. Elsevier 10.1016/j.biopsych.2022.03.021
Mehta, Raghav; Filos, Angelos; Baid, Ujjwal; Sako, Chiharu; McKinley, Richard; Rebsamen, Michael; Dätwyler, Katrin; Meier, Raphael; Radojewski, Piotr; Murugesan, Gowtham Krishnan; Nalawade, Sahil; Ganesh, Chandan; Wagner, Ben; Yu, Fang F; Fei, Baowei; Madhuranthakam, Ananth J; Maldjian, Joseph A; Daza, Laura; Gómez, Catalina; Arbeláez, Pablo; ... (2022). QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation - Analysis of Ranking Scores and Benchmarking Results. The journal of machine learning for biomedical imaging, 2022 MELBA
Dwyer, Dominic B; Buciuman, Madalina-Octavia; Ruef, Anne; Kambeitz, Joseph; Sen Dong, Mark; Stinson, Caedyn; Kambeitz-Ilankovic, Lana; Degenhardt, Franziska; Sanfelici, Rachele; Antonucci, Linda A; Lalousis, Paris Alexandros; Wenzel, Julian; Urquijo-Castro, Maria Fernanda; Popovic, David; Oeztuerk, Oemer Faruk; Haas, Shalaila S; Weiske, Johanna; Hauke, Daniel; Neufang, Susanne; Schmidt-Kraepelin, Christian; ... (2022). Clinical, Brain, and Multilevel Clustering in Early Psychosis and Affective Stages. JAMA psychiatry, 79(7), pp. 677-689. American Medical Association 10.1001/jamapsychiatry.2022.1163
Rathore, Saima; Abdulkadir, Ahmed; Davatzikos, Christos (2020). Analysis of MRI Data in Diagnostic Neuroradiology. Annual Review of Biomedical Data Science, 3(1), pp. 365-390. 10.1146/annurev-biodatasci-022620-015538
Elbejjani, Martine; Auer, Reto; Dolui, Sudipto; Jacobs, David R; Haight, Thaddeus; Goff, David C; Detre, John A; Davatzikos, Christos; Bryan, R Nick; Launer, Lenore J (2019). Cigarette smoking and cerebral blood flow in a cohort of middle-aged adults. Journal of cerebral blood flow and metabolism, 39(7), pp. 1247-1257. Nature Publishing Group 10.1177/0271678X18754973
Elbejjani, Martine; Auer, Reto; Jacobs, David R; Haight, Thaddeus; Davatzikos, Christos; Goff, David C; Bryan, R Nick; Launer, Lenore J (2019). Cigarette smoking and gray matter brain volumes in middle age adults: the CARDIA Brain MRI sub-study. Translational psychiatry, 9(1), p. 78. Nature Publishing Group 10.1038/s41398-019-0401-1
Mahapatra, Dwarikanath; Bozorgtabar, Behzad; Thiran, Jean-Philippe; Reyes, Mauricio (2018). Efficient Active Learning for Image Classification and Segmentation Using a Sample Selection and Conditional Generative Adversarial Network. In: Frangi, Alejandro F.; Schnabel, Julia A.; Davatzikos, Christos; Alberola-López, Carlos; Fichtinger, Gabor (eds.) Medical Image Computing and Computer Assisted Interventions. Lecture Notes in Computer Science: Vol. 11071 (pp. 580-588). Cham: Springer International Publishing 10.1007/978-3-030-00934-2_65
Pinto, Adriano; Pereira, Sérgio; Meier, Raphael; Alves, Victor; Wiest, Roland; Silva, Carlos A.; Reyes, Mauricio (2018). Enhancing Clinical MRI Perfusion Maps with Data-Driven Maps of Complementary Nature for Lesion Outcome Prediction. In: Frangi, Alejandro F.; Schnabel, Julia A.; Davatzikos, Christos; Alberola-López, Carlos; Fichtinger, Gabor (eds.) Medical Image Computing and Computer Assisted Interventions. Lecture Notes in Computer Science: Vol. 11072 (pp. 107-115). Cham: Springer International Publishing 10.1007/978-3-030-00931-1_13
