Ahmed Abdulkadir

39 papers Journal 27Unranked 8

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions. J. Artif. Intell. Res. Pascal Sager, Benjamin Meyer, Peng Yan, Rebekka von Wartburg-Kottler, Layan Etaiwi, Aref Enayati, Gabriel Nobel, Ahmed Abdulkadir, Benjamin F. Grewe, Thilo Stadelmann
2025	J	`jnl`	A document is worth a structured record: Principled inductive bias design for document recognition. CoRR Benjamin Meyer, Lukas Tuggener, Sascha Hänzi, Daniel Schmid, Erdal Ayfer, Benjamin F. Grewe, Ahmed Abdulkadir, Thilo Stadelmann
2025	J	`jnl`	AI Agents for Computer Use: A Review of Instruction-based Computer Control, GUI Automation, and Operator Assistants. CoRR Pascal Sager, Benjamin Meyer, Peng Yan, Rebekka von Wartburg-Kottler, Layan Etaiwi, Aref Enayati, Gabriel Nobel, Ahmed Abdulkadir, Benjamin F. Grewe, Thilo Stadelmann
2025	—	`conf`	Hounsfield Unit Ranges as Inductive Bias for Intra-Clinical Learning of Data-Efficient CT Segmentation Models. SDS Benjamin Meyer, Pascal Sager, Ahmed Abdulkadir, Benjamin F. Grewe, Philipp Schuetz, Thilo Stadelmann, Felice Burn
2025	—	`conf`	Learning Actionable World Models for Industrial Process Control. SDS Peng Yan, Ahmed Abdulkadir, Gerrit A. Schatte, Giulia Aguzzi, Joonsu Gha, Nikola Pascher, Matthias Rosenthal, Yunlong Gao, Benjamin F. Grewe, Thilo Stadelmann
2025	J	`jnl`	Learning Actionable World Models for Industrial Process Control. CoRR Peng Yan, Ahmed Abdulkadir, Gerrit A. Schatte, Giulia Aguzzi, Joonsu Gha, Nikola Pascher, Matthias Rosenthal, Yunlong Gao, Benjamin F. Grewe, Thilo Stadelmann
2024	J	`jnl`	A Comprehensive Survey of Deep Transfer Learning for Anomaly Detection in Industrial Time Series: Methods, Applications, and Directions. IEEE Access Peng Yan, Ahmed Abdulkadir, Paul-Philipp Luley, Matthias Rosenthal, Gerrit A. Schatte, Benjamin F. Grewe, Thilo Stadelmann
2024	—	`conf`	Automated process monitoring in injection molding via representation learning and setpoint regression. SDS Peng Yan, Ahmed Abdulkadir, Giulia Aguzzi, Gerrit A. Schatte, Benjamin F. Grewe, Thilo Stadelmann
2023	J	`jnl`	A Comprehensive Survey of Deep Transfer Learning for Anomaly Detection in Industrial Time Series: Methods, Applications, and Directions. CoRR Peng Yan, Ahmed Abdulkadir, Matthias Rosenthal, Gerrit A. Schatte, Benjamin F. Grewe, Thilo Stadelmann
2023	J	`jnl`	Applications of generative adversarial networks in neuroimaging and clinical neuroscience. NeuroImage Rongguang Wang, Vishnu Bashyam, Zhijian Yang, Fanyang Yu, Vasiliki Tassopoulou, Sai Spandana Chintapalli, Ioanna Skampardoni, Lasya P. Sreepada, Dushyant Sahoo, Konstantina S. Nikita, Ahmed Abdulkadir, Junhao Wen, Christos Davatzikos
2023	J	`jnl`	Explainable, Domain-Adaptive, and Federated Artificial Intelligence in Medicine. IEEE CAA J. Autom. Sinica Ahmad Chaddad, Qizong Lu, Jiali Li, Yousef Katib, Reem Kateb, Camel Tanougast, Ahmed Bouridane, Ahmed Abdulkadir
2023	J	`jnl`	Gene-SGAN: a method for discovering disease subtypes with imaging and genetic signatures via multi-view weakly-supervised deep clustering. CoRR Zhijian Yang, Junhao Wen, Ahmed Abdulkadir, Yuhan Cui, Güray Erus, Elizabeth Mamourian, Randa Melhem, Dhivya Srinivasan, Sindhuja T. Govindarajan, Jiong Chen, Mohamad Habes, Colin L. Masters, Paul Maruff, Jurgen Fripp, Luigi Ferrucci, Marilyn S. Albert, Sterling C. Johnson, John C. Morris, Pamela LaMontagne, Daniel S. Marcus, Tammie L. S. Benzinger, David A. Wolk, Li Shen, Jingxuan Bao, Susan M. Resnick, Haochang Shou, Ilya M. Nasrallah, Christos Davatzikos
2023	J	`jnl`	Imaging phenotypes predict overall survival in glioma more accurate than basic demographic and cell mutation profiles. Comput. Methods Programs Biomed. Saima Rathore, Muhammad Aksam Iftikhar, Ahmad Chaddad, Ashish Singh, Zeeshan Gillani, Ahmed Abdulkadir
2023	—	`ed.`	Machine Learning in Clinical Neuroimaging - 6th International Workshop, MLCN 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8, 2023, Proceedings MLCN@MICCAI Ahmed Abdulkadir, Deepti R. Bathula, Nicha C. Dvornek, Sindhuja Tirumalai Govindarajan, Mohamad Habes, Vinod Kumar, Esten H. Leonardsen, Thomas Wolfers, Yiming Xiao
2023	J	`jnl`	Multiscale functional connectivity patterns of the aging brain learned from harmonized rsfMRI data of the multi-cohort iSTAGING study. NeuroImage Zhen Zhou, Hongming Li, Dhivya Srinivasan, Ahmed Abdulkadir, Ilya M. Nasrallah, Junhao Wen, Jimit Doshi, Güray Erus, Elizabeth Mamourian, R. Nick Bryan, David A. Wolk, Lori L. Beason-Held, Susan M. Resnick, Theodore D. Satterthwaite, Christos Davatzikos, Haochang Shou, Yong Fan
2022	J	`jnl`	Applications of Generative Adversarial Networks in Neuroimaging and Clinical Neuroscience. CoRR Rongguang Wang, Vishnu Bashyam, Zhijian Yang, Fanyang Yu, Vasiliki Tassopoulou, Lasya P. Sreepada, Sai Spandana Chintapalli, Dushyant Sahoo, Ioanna Skampardoni, Konstantina S. Nikita, Ahmed Abdulkadir, Junhao Wen, Christos Davatzikos
2022	J	`jnl`	Explainable, Domain-Adaptive, and Federated Artificial Intelligence in Medicine. CoRR Ahmad Chaddad, Qizong Lu, Jiali Li, Yousef Katib, Reem Kateb, Camel Tanougast, Ahmed Bouridane, Ahmed Abdulkadir
2022	—	`conf`	Harmonization of multi-site functional connectivity measures in tangent space improves brain age prediction. Biomedical Applications in Molecular, Structural, and Functional Imaging Zhen Zhou, Dhivya Srinivasan, Hongming Li, Ahmed Abdulkadir, Haochang Shou, Christos Davatzikos, Yong Fan
2022	—	`ed.`	Machine Learning in Clinical Neuroimaging - 5th International Workshop, MLCN 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18, 2022, Proceedings MLCN@MICCAI Ahmed Abdulkadir, Deepti R. Bathula, Nicha C. Dvornek, Mohamad Habes, Seyed Mostafa Kia, Vinod Kumar, Thomas Wolfers
2022	J	`jnl`	Multi-scale semi-supervised clustering of brain images: Deriving disease subtypes. Medical Image Anal. Junhao Wen, Erdem Varol, Aristeidis Sotiras, Zhijian Yang, Ganesh B. Chand, Güray Erus, Haochang Shou, Ahmed Abdulkadir, Gyujoon Hwang, Dominic B. Dwyer, Alessandro Pigoni, Paola Dazzan, René S. Kahn, Hugo G. Schnack, Marcus V. Zanetti, Eva M. Meisenzahl, Geraldo Filho Bussato, Benedicto Crespo-Facorro, Rafael Romero-Garcia, Christos Pantelis, Stephen J. Wood, Chuanjun Zhuo, Russell T. Shinohara, Yong Fan, Ruben C. Gur, Raquel E. Gur, Theodore D. Satterthwaite, Nikolaos Koutsouleris, Daniel H. Wolf, Christos Davatzikos
2021	J	`jnl`	Disentangling Alzheimer's disease neurodegeneration from typical brain aging using machine learning. CoRR Gyujoon Hwang, Ahmed Abdulkadir, Güray Erus, Mohamad Habes, Raymond Pomponio, Haochang Shou, Jimit Doshi, Elizabeth Mamourian, Tanweer Rashid, Murat Bilgel, Yong Fan, Aristeidis Sotiras, Dhivya Srinivasan, John C. Morris, Daniel S. Marcus, Marilyn S. Albert, R. Nick Bryan, Susan M. Resnick, Ilya M. Nasrallah, Christos Davatzikos, David A. Wolk
2021	J	`jnl`	Disentangling brain heterogeneity via semi-supervised deep-learning and MRI: dimensional representations of Alzheimer's Disease. CoRR Zhijian Yang, Ilya M. Nasrallah, Haochang Shou, Junhao Wen, Jimit Doshi, Mohamad Habes, Güray Erus, Ahmed Abdulkadir, Susan M. Resnick, David A. Wolk, Christos Davatzikos
2021	—	`ed.`	Machine Learning in Clinical Neuroimaging - 4th International Workshop, MLCN 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, September 27, 2021, Proceedings MLCN@MICCAI Ahmed Abdulkadir, Seyed Mostafa Kia, Mohamad Habes, Vinod Kumar, Jane Maryam Rondina, Chantal M. W. Tax, Thomas Wolfers
2021	J	`jnl`	Multidimensional representations in late-life depression: convergence in neuroimaging, cognition, clinical symptomatology and genetics. CoRR Junhao Wen, Cynthia H. Y. Fu, Duygu Tosun, Yogasudha Veturi, Zhijian Yang, Ahmed Abdulkadir, Elizabeth Mamourian, Dhivya Srinivasan, Jingxuan Bao, Güray Erus, Haochang Shou, Mohamad Habes, Jimit Doshi, Erdem Varol, Scott R. Mackin, Aristeidis Sotiras, Yong Fan, Andrew J. Saykin, Yvette I. Sheline, Li Shen, Marylyn D. Ritchie, David A. Wolk, Marilyn S. Albert, Susan M. Resnick, Christos Davatzikos
2020	—	`conf`	Automated Detection of Cortical Lesions in Multiple Sclerosis Patients with 7T MRI. MICCAI (4) Francesco La Rosa, Erin S. Beck, Ahmed Abdulkadir, Jean-Philippe Thiran, Daniel S. Reich, Pascal Sati, Meritxell Bach Cuadra
2020	J	`jnl`	Automated Detection of Cortical Lesions in Multiple Sclerosis Patients with 7T MRI. CoRR Francesco La Rosa, Erin S. Beck, Ahmed Abdulkadir, Jean-Philippe Thiran, Daniel S. Reich, Pascal Sati, Meritxell Bach Cuadra
2020	J	`jnl`	DEEPMIR: A DEEP convolutional neural network for differential detection of cerebral Microbleeds and IRon deposits in MRI. CoRR Tanweer Rashid, Ahmed Abdulkadir, Ilya M. Nasrallah, Jeffrey B. Ware, Pascal Spincemaille, J. Rafael Romero, R. Nick Bryan, Susan R. Heckbert, Mohamad Habes
2020	—	`ed.`	Machine Learning in Clinical Neuroimaging and Radiogenomics in Neuro-oncology - Third International Workshop, MLCN 2020, and Second International Workshop, RNO-AI 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 4-8, 2020, Proceedings MLCN/RNO-AI@MICCAI Seyed Mostafa Kia, Hassan Mohy-ud-Din, Ahmed Abdulkadir, Cher Bass, Mohamad Habes, Jane Maryam Rondina, Chantal M. W. Tax, Hongzhi Wang, Thomas Wolfers, Saima Rathore, Madhura Ingalhalikar
2020	J	`jnl`	Medical Image Harmonization Using Deep Learning Based Canonical Mapping: Toward Robust and Generalizable Learning in Imaging. CoRR Vishnu M. Bashyam, Jimit Doshi, Güray Erus, Dhivya Srinivasan, Ahmed Abdulkadir, Mohamad Habes, Yong Fan, Colin L. Masters, Paul Maruff, Chuanjun Zhuo, Henry Völzke, Sterling C. Johnson, Jurgen Fripp, Nikolaos Koutsouleris, Theodore D. Satterthwaite, Daniel H. Wolf, Raquel E. Gur, Ruben C. Gur, John C. Morris, Marilyn S. Albert, Hans Jörgen Grabe, Susan M. Resnick, R. Nick Bryan, David A. Wolk, Haochang Shou, Ilya M. Nasrallah, Christos Davatzikos
2018	—	`conf`	A Weather-Assisted Driver Experiences Based Path Selection Method. HPCC/SmartCity/DSS Liang Zhao, Ahmed Abdulkadir, Xiaochun Tang, Na Lin, Cuiwei Liu, Jiajia Li
2016	—	`conf`	3D U-Net: Learning Dense Volumetric Segmentation from Sparse Annotation. MICCAI (2) Özgün Çiçek, Ahmed Abdulkadir, Soeren S. Lienkamp, Thomas Brox, Olaf Ronneberger
2016	J	`jnl`	3D U-Net: Learning Dense Volumetric Segmentation from Sparse Annotation. CoRR Özgün Çiçek, Ahmed Abdulkadir, Soeren S. Lienkamp, Thomas Brox, Olaf Ronneberger
2015	J	`jnl`	Standardized evaluation of algorithms for computer-aided diagnosis of dementia based on structural MRI: The CADDementia challenge. NeuroImage Esther E. Bron, Marion Smits, Wiesje M. van der Flier, Hugo Vrenken, Frederik Barkhof, Philip Scheltens, Janne M. Papma, Rebecca M. E. Steketee, Carolina Méndez Orellana, Rozanna Meijboom, Madalena Pinto, Joana R. Meireles, Carolina Garrett, António J. Bastos-Leite, Ahmed Abdulkadir, Olaf Ronneberger, Nicola Amoroso, Roberto Bellotti, David Cárdenas-Peña, Andrés Marino Álvarez-Meza, Chester V. Dolph, Khan M. Iftekharuddin, Simon F. Eskildsen, Pierrick Coupé, Vladimir S. Fonov, Katja Franke
2014	J	`jnl`	Correction of inter-scanner and within-subject variance in structural MRI based automated diagnosing. NeuroImage Daniel Kostro, Ahmed Abdulkadir, Alexandra Durr, Raymund Roos, Blair R. Leavitt, Hans J. Johnson, David M. Cash, Sarah J. Tabrizi, Rachael I. Scahill, Olaf Ronneberger, Stefan Klöppel
2014	—	`conf`	Reduction of confounding effects with voxel-wise Gaussian process regression in structural MRI. PRNI Ahmed Abdulkadir, Olaf Ronneberger, Sarah J. Tabrizi, Stefan Klöppel
2013	J	`jnl`	Interregional compensatory mechanisms of motor functioning in progressing preclinical neurodegeneration. NeuroImage Elisa Scheller, Ahmed Abdulkadir, Jessica Peter, Sarah J. Tabrizi, Richard S. J. Frackowiak, Stefan Klöppel
2012	J	`jnl`	Diagnostic neuroimaging across diseases. NeuroImage Stefan Klöppel, Ahmed Abdulkadir, Clifford R. Jack Jr., Nikolaos Koutsouleris, Janaina Mourão Miranda, Prashanthi Vemuri
2011	J	`jnl`	A comparison of different automated methods for the detection of white matter lesions in MRI data. NeuroImage Stefan Klöppel, Ahmed Abdulkadir, Stathis Hadjidemetriou, Sabine Issleib, Lars Frings, Thao Nguyen Thanh, Irina Mader, Stefan J. Teipel, Michael Hüll, Olaf Ronneberger
2011	J	`jnl`	Effects of hardware heterogeneity on the performance of SVM Alzheimer's disease classifier. NeuroImage Ahmed Abdulkadir, Bénédicte Mortamet, Prashanthi Vemuri, Clifford R. Jack Jr., Gunnar Krueger, Stefan Klöppel