Nils Daniel Forkert (N D Forkert, Nils D Forkert)

ResearcherID ORCID

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 51

Top Topics

Convolutional Neural Network

Magnetic Resonance

Obsessive Compulsive Disorder

Top Venues

Clinical neuroradiology

AJNR. American journal of neuroradiology

Scientific data

Journal of the American Medical Informatics Association : JAMIA

This page only lists publications with an associated author ORCID identifier.

Publications

Edward H Lee, Michelle Han, Jason Wright, Michael Kuwabara, Jacob Mevorach, Gang Fu, Olivia Choudhury, Ujjwal Ratan, Michael Zhang, Matthias W Wagner, Robert Goetti, Sebastian Toescu, Sebastien Perreault, Hakan Dogan, Emre Altinmakas, Maryam Mohammadzadeh, Kathryn A Szymanski, Cynthia J Campen, Hollie A Lai, Azam Eghbal, Alireza Radmanesh, Kshitij Mankad, Kristian Aquilina, Mourad Said, Arastoo Vossough, Ozgur Oztekin, Birgit Ertl-Wagner, T Young Poussaint, Eric M Thompson, Chang Y Ho, Alok Jaju, John Curran, Vijay Ramsawami, Samuel H Cheshier, Gerald A Grant, S Simon Wong, Michael E Moseley, Robert M Lober, Matthias Wilms, Nils Daniel Forkert, Nicholas A Vitanza, Jeffrey H Miller, Laura M Prolo, Kristen W Yeom
An international study presenting a federated learning AI platform for pediatric brain tumors. Nature communications 15 (1) (2024)
Christopher Nielsen, Raissa Souza, Matthias Wilms, Nils Daniel Forkert
Foundation model-driven distributed learning for enhanced retinal age prediction. Journal of the American Medical Informatics Association : JAMIA (2024)
Anthony J Winder, Emma A M Stanley, Fiehler Jens, Nils Daniel Forkert
Challenges and Potential of Artificial Intelligence in Neuroradiology. Clinical neuroradiology 34 (2) (2024)
Ratika Srivastava, Lauran Cole, Kimberly Amador, Nils Daniel Forkert, Mary J Dunbar, Michael I Shevell, Maryam Oskoui, Anna Purna Basu, Michael J Rivkin, Eilon Shany, Linda S de Vries, Deborah Dewey, Nicole Letourneau, Pauline Mouches, Michael D Hill, Adam Kirton
Risk Factors for Perinatal Arterial Ischemic Stroke: A Machine Learning Approach. Neurology 102 (11) (2024)
Anthony J Winder, Emma A M Stanley, Fiehler Jens, Nils Daniel Forkert
Challenges and Potential of Artificial Intelligence in Neuroradiology. Clinical neuroradiology (2024)
Milton Camacho, Matthias Wilms, Hannes Almgren, Kimberly Amador, Richard Camicioli, Zahinoor Ismail, Oury Monchi, Nils Daniel Forkert, null null
Exploiting macro- and micro-structural brain changes for improved Parkinson's disease classification from MRI data. NPJ Parkinson's disease 10 (1) (2024)
Raissa Souza, Emma A M Stanley, Vedant Gulve, Jasmine A Moore, Chris Kang, Richard Camicioli, Oury Monchi, Zahinoor Ismail, Matthias Wilms, Nils Daniel Forkert
HarmonyTM: multi-center data harmonization applied to distributed learning for Parkinson's disease classification. Journal of medical imaging (Bellingham, Wash.) 11 (5) (2024)
Emma A M Stanley, Raissa Souza, Anthony J Winder, Vedant Gulve, Kimberly Amador, Matthias Wilms, Nils Daniel Forkert
Towards objective and systematic evaluation of bias in artificial intelligence for medical imaging. Journal of the American Medical Informatics Association : JAMIA (2024)
Anthony J Winder, Emma A M Stanley, Fiehler Jens, Nils Daniel Forkert
Challenges and Potential of Artificial Intelligence in Neuroradiology. Clinical neuroradiology 34 (2) (2024)
Maruthi Kumar Mutnuri, Henry Thomas Stelfox, Nils Daniel Forkert, Joon Lee
Using Domain Adaptation and Inductive Transfer Learning to Improve Patient Outcome Prediction in the Intensive Care Unit: Retrospective Observational Study. Journal of medical Internet research 26 (2024)
Nils Daniel Forkert, Sarah J MacEachern, Allison K Duh, Peter Moon, Sarah Lee, Kristen W Yeom
Children with Congenital Heart Diseases Exhibit Altered Deep Gray Matter Structures. Clinical neuroradiology (2024)
Milton Camacho, Matthias Wilms, Hannes Almgren, Kimberly Amador, Richard Camicioli, Zahinoor Ismail, Oury Monchi, Nils Daniel Forkert, null null
Exploiting macro- and micro-structural brain changes for improved Parkinson's disease classification from MRI data. NPJ Parkinson's disease 10 (1) (2024)
Milton Camacho, Matthias Wilms, Hannes Almgren, Kimberly Amador, Richard Camicioli, Zahinoor Ismail, Oury Monchi, Nils Daniel Forkert, null null
Exploiting macro- and micro-structural brain changes for improved Parkinson's disease classification from MRI data. NPJ Parkinson's disease 10 (1) (2024)
Jordan J Bannister, Matthias Wilms, J David Aponte, David C Katz, Ophir D Klein, Francois P Bernier, Richard A Spritz, Benedikt Hallgrimsson, Nils Daniel Forkert
Comparing 2D and 3D representations for face-based genetic syndrome diagnosis. European journal of human genetics : EJHG (2023)
Jay Devine, Marta Vidal-García, Wei Liu, Amanda Neves, Lucas D Lo Vercio, Rebecca M Green, Heather A Richbourg, Marta Marchini, Colton M Unger, Audrey C Nickle, Bethany Radford, Nathan M Young, Paula N Gonzalez, Robert E Schuler, Alejandro Bugacov, Campbell Rolian, Christopher J Percival, Trevor Williams, Lee Niswander, Anne L Calof, Arthur D Lander, Axel Visel, Frank R Jirik, James M Cheverud, Ophir D Klein, Ramon Y Birnbaum, Amy E Merrill, Rebecca R Ackermann, Daniel Graf, Myriam Hemberger, Wendy Dean, Nils Daniel Forkert, Stephen A Murray, Henrik Westerberg, Ralph S Marcucio, Benedikt Hallgrimsson
Author Correction: MusMorph, a database of standardized mouse morphology data for morphometric meta-analyses. Scientific data 10 (1) (2023)
Rebecca M Green, Lucas D Lo Vercio, Andreas Dauter, Elizabeth C Barretto, Jay Devine, Marta Vidal-GARCíA, Marta Marchini, Samuel Robertson, Xiang Zhao, Anandita Mahika, M Bilal Shakir, Sienna Guo, Julia C Boughner, Wendy Dean, Arthur D Lander, Ralph S Marcucio, Nils Daniel Forkert, Benedikt Hallgrimsson
Quantifying the relationship between cell proliferation and morphology during development of the face. bioRxiv : the preprint server for biology (2023)
Raissa Souza, Matthias Wilms, Milton Camacho, G Bruce Pike, Richard Camicioli, Oury Monchi, Nils Daniel Forkert
Image-encoded biological and non-biological variables may be used as shortcuts in deep learning models trained on multisite neuroimaging data. Journal of the American Medical Informatics Association : JAMIA (2023)
Rahul Seth, Jordan J Bannister, David C Katz, Philip Daniel Knott, Nils Daniel Forkert, Benedikt Hallgrimsson
Response to Jacobs and Flaherty "re: Sex Differences in Adult Facial Three-Dimensional Morphology: Application to Gender-Affirming Facial Surgery". Facial plastic surgery & aesthetic medicine (2023)
Jay Devine, Marta Vidal-García, Wei Liu, Amanda Neves, Lucas D Lo Vercio, Rebecca M Green, Heather A Richbourg, Marta Marchini, Colton M Unger, Audrey C Nickle, Bethany Radford, Nathan M Young, Paula N Gonzalez, Robert E Schuler, Alejandro Bugacov, Campbell Rolian, Christopher J Percival, Trevor Williams, Lee Niswander, Anne L Calof, Arthur D Lander, Axel Visel, Frank R Jirik, James M Cheverud, Ophir D Klein, Ramon Y Birnbaum, Amy E Merrill, Rebecca R Ackermann, Daniel Graf, Myriam Hemberger, Wendy Dean, Nils Daniel Forkert, Stephen A Murray, Henrik Westerberg, Ralph S Marcucio, Benedikt Hallgrimsson
Author Correction: MusMorph, a database of standardized mouse morphology data for morphometric meta-analyses. Scientific data 10 (1) (2023)
Jordan J Bannister, Matthias Wilms, J David Aponte, David C Katz, Ophir D Klein, Francois P Bernier, Richard A Spritz, Benedikt Hallgrimsson, Nils Daniel Forkert
Comparing 2D and 3D representations for face-based genetic syndrome diagnosis. European journal of human genetics : EJHG (2023)
Lucas D Lo Vercio, Rebecca M Green, Samuel Robertson, Sienna Guo, Andreas Dauter, Marta Marchini, Marta Vidal-GARCíA, Xiang Zhao, Anandita Mahika, Ralph S Marcucio, Benedikt Hallgrimsson, Nils Daniel Forkert
Segmentation of Tissues and Proliferating Cells in Light-Sheet Microscopy Images of Mouse Embryos Using Convolutional Neural Networks. IEEE access : practical innovations, open solutions 10 (2022)
Jay Devine, Marta Vidal-García, Wei Liu, Amanda Neves, Lucas D Lo Vercio, Rebecca M Green, Heather A Richbourg, Marta Marchini, Colton M Unger, Audrey C Nickle, Bethany Radford, Nathan M Young, Paula N Gonzalez, Robert E Schuler, Alejandro Bugacov, Campbell Rolian, Christopher J Percival, Trevor Williams, Lee Niswander, Anne L Calof, Arthur D Lander, Axel Visel, Frank R Jirik, James M Cheverud, Ophir D Klein, Ramon Y Birnbaum, Amy E Merrill, Rebecca R Ackermann, Daniel Graf, Myriam Hemberger, Wendy Dean, Nils Daniel Forkert, Stephen A Murray, Henrik Westerberg, Ralph S Marcucio, Benedikt Hallgrimsson
MusMorph, a database of standardized mouse morphology data for morphometric meta-analyses. Scientific data 9 (1) (2022)
Raissa Souza, Pauline Mouches, Matthias Wilms, Anup Tuladhar, Sönke Langner, Nils Daniel Forkert
An analysis of the effects of limited training data in distributed learning scenarios for brain age prediction. Journal of the American Medical Informatics Association : JAMIA (2022)
Jordan J Bannister, Hailey Juszczak, Jose David Aponte, David C Katz, P Daniel Knott, Seth M Weinberg, Benedikt Hallgrímsson, Nils Daniel Forkert, Rahul Seth
Sex Differences in Adult Facial Three-Dimensional Morphology: Application to Gender-Affirming Facial Surgery. Facial plastic surgery & aesthetic medicine 24 (S2) (2022)
Lucas D Lo Vercio, Rebecca M Green, Samuel Robertson, Sienna Guo, Andreas Dauter, Marta Marchini, Marta Vidal-GARCíA, Xiang Zhao, Anandita Mahika, Ralph S Marcucio, Benedikt Hallgrimsson, Nils Daniel Forkert
Segmentation of Tissues and Proliferating Cells in Light-Sheet Microscopy Images of Mouse Embryos Using Convolutional Neural Networks. IEEE access : practical innovations, open solutions 10 (2022)
Pauline Mouches, Matthias Wilms, Deepthi Rajashekar, Sönke Langner, Nils Daniel Forkert
Multimodal biological brain age prediction using magnetic resonance imaging and angiography with the identification of predictive regions. Human brain mapping 43 (8) (2022)
Lucas D Lo Vercio, Rebecca M Green, Samuel Robertson, Sienna Guo, Andreas Dauter, Marta Marchini, Marta Vidal-GARCíA, Xiang Zhao, Anandita Mahika, Ralph S Marcucio, Benedikt Hallgrimsson, Nils Daniel Forkert
Segmentation of Tissues and Proliferating Cells in Light-Sheet Microscopy Images of Mouse Embryos Using Convolutional Neural Networks. IEEE access : practical innovations, open solutions 10 (2022)
Emma A M Stanley, Matthias Wilms, Pauline Mouches, Nils Daniel Forkert
Fairness-related performance and explainability effects in deep learning models for brain image analysis. Journal of medical imaging (Bellingham, Wash.) 9 (6) (2022)
Jennifer L Quon, Pauline Mouches, Lily H Kim, Rashad Jabarkheel, Yi Zhang, Gary K Steinberg, Gerald A Grant, Michael S B Edwards, Kristen W Yeom, Nils Daniel Forkert
Age-dependent Intracranial Artery Morphology in Healthy Children. Clinical neuroradiology (2021)
Deepthi Rajashekar, Matthias Wilms, M Ethan MacDonald, Serena Schimert, Michael D Hill, Andrew Demchuk, Mayank Goyal, Sean P Dukelow, Nils Daniel Forkert
Lesion-symptom mapping with NIHSS sub-scores in ischemic stroke patients. Stroke and vascular neurology (2021)
Anthony Winder, Matthias Wilms, Jens Fiehler, Nils Daniel Forkert
Treatment Efficacy Analysis in Acute Ischemic Stroke Patients Using In Silico Modeling Based on Machine Learning: A Proof-of-Principle. Biomedicines 9 (10) (2021)
Sascha Gill, Meng Wang, Pauline Mouches, Deepthi Rajashekar, Tolulope Sajobi, Frank P MacMaster, Eric E Smith, Nils Daniel Forkert, Zahinoor Ismail, null null
Neural correlates of the impulse dyscontrol domain of mild behavioral impairment. International journal of geriatric psychiatry 36 (9) (2021)
Nagesh Subbanna, Matthias Wilms, Anup Tuladhar, Nils Daniel Forkert
An Analysis of the Vulnerability of Two Common Deep Learning-Based Medical Image Segmentation Techniques to Model Inversion Attacks. Sensors (Basel, Switzerland) 21 (11) (2021)
Peter Ludewig, Matthias Graeser, Nils Daniel Forkert, Florian Thieben, Javier Rández-Garbayo, Johanna Rieckhoff, Katrin Lessmann, Fynn Förger, Patryk Szwargulski, Tim Magnus, Tobias Knopp
Magnetic particle imaging for assessment of cerebral perfusion and ischemia. Wiley interdisciplinary reviews. Nanomedicine and nanobiotechnology (2021)
Shakeel Qazi, Emmad Qazi, Alexis T Wilson, Connor McDougall, Fahad Al-Ajlan, James Evans, Henrik Gensicke, Michael D Hill, Ting Lee, Mayank Goyal, Andrew M Demchuk, Bijoy K Menon, Nils Daniel Forkert
Identifying Thrombus on Non-Contrast CT in Patients with Acute Ischemic Stroke. Diagnostics (Basel, Switzerland) 11 (10) (2021)
Deepthi Rajashekar, Matthias Wilms, M Ethan MacDonald, Jan Ehrhardt, Pauline Mouches, Richard Frayne, Michael D Hill, Nils Daniel Forkert
High-resolution T2-FLAIR and non-contrast CT brain atlas of the elderly. Scientific data 7 (1) (2020)
Elliot C Brown, Darren L Clark, Nils Daniel Forkert, Christine P Molnar, Zelma H T Kiss, Rajamannar Ramasubbu
Metabolic activity in subcallosal cingulate predicts response to deep brain stimulation for depression. Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology 45 (10) (2020)
C C McDougall, Leona L Chan, S Sachan, Jen Guo, Rani G Sah, Bijoy K Menon, Andrew M Demchuk, Michael D Hill, Nils Daniel Forkert, Christopher D d'Esterre, Philip A Barber
Dynamic CTA-Derived Perfusion Maps Predict Final Infarct Volume: The Simple Perfusion Reconstruction Algorithm. AJNR. American journal of neuroradiology 41 (11) (2020)
Jay Devine, J David Aponte, David C Katz, Lucas D Lo Vercio, Lucas D Lo Vercio, Nils Daniel Forkert, Ralph S Marcucio, Christopher J Percival, Benedikt Hallgrimsson
A Registration and Deep Learning Approach to Automated Landmark Detection for Geometric Morphometrics. Evolutionary biology 47 (3) (2020)
Lucas D Lo Vercio, Kimberly Amador, Jordan J Bannister, Sebastian Crites, Alejandro Gutierrez, Matthew Ethan MacDonald, Jasmine Moore, Pauline Mouches, Deepthi Rajasheka, Serena Schimert, Nagesh Subbanna, Anup Tuladhar, Nanjia Wang, Matthias Wilms, Anthony Winder, Nils Daniel Forkert
Supervised machine learning tools: a tutorial for clinicians. Journal of neural engineering (2020)
A Max Hamilton, Nils Daniel Forkert, Runze Yang, Ying Wu, James A Rogers, V Wee Yong, Jeff F Dunn
Central nervous system targeted autoimmunity causes regional atrophy: a 9.4T MRI study of the EAE mouse model of Multiple Sclerosis. Scientific reports 9 (1) (2019)
Sarah J MacEachern, Jonathan D Santoro, Kara J Hahn, Zachary A Medress, Ximena Stecher, Matthew D Li, Jin S Hahn, Kristen W Yeom, Nils Daniel Forkert
Children with epilepsy demonstrate macro- and microstructural changes in the thalamus, putamen, and amygdala. Neuroradiology 62 (3) (2019)
Pauline Mouches, Nils Daniel Forkert
A statistical atlas of cerebral arteries generated using multi-center MRA datasets from healthy subjects. Scientific data 6 (1) (2019)
Paul Reidler, Kolja M Thierfelder, Lukas Thomas Rotkopf, Matthias P Fabritius, Daniel Puhr-Westerheide, Franziska Dorn, Nils Daniel Forkert, André Kemmling, Wolfgang Gerhard Kunz
Attenuation Changes in ASPECTS Regions: A Surrogate for CT Perfusion-based Ischemic Core in Acute Ischemic Stroke. Radiology 291 (2) (2019)
Anthony J Winder, Susanne Siemonsen, Fabian Alexander Flottmann, Götz Thomalla, Jens Fiehler, Nils Daniel Forkert
Technical considerations of multi-parametric tissue outcome prediction methods in acute ischemic stroke patients. Scientific reports 9 (1) (2019)
Marielle Ernst, Anna M M Boers, Nils Daniel Forkert, Olvert A Berkhemer, Yvo B W E M Roos, Diederik W J Dippel, A V D Lugt, Robert J Van Oostenbrugge, Wim H van Zwam, Eik Vettorazzi, Fiehler Jens, Henk A Marquering, Charles B L M Majoie, Susanne Gellißen, null null
Impact of Ischemic Lesion Location on the mRS Score in Patients with Ischemic Stroke: A Voxel-Based Approach. AJNR. American journal of neuroradiology 39 (11) (2018)
Jonathan D Santoro, Nils Daniel Forkert, Q-Z Yang, Sara Pavitt, Sarah J MacEachern, Michael E Moseley, Kristen W Yeom
Brain Diffusion Abnormalities in Children with Tension-Type and Migraine-Type Headaches. AJNR. American journal of neuroradiology 39 (5) (2018)
Aron S Talai, Zahinoor Ismail, Jan Sedlacik, Kai Boelmans, Nils Daniel Forkert
Improved Automatic Morphology-Based Classification of Parkinson's Disease and Progressive Supranuclear Palsy. Clinical neuroradiology 29 (4) (2018)
Ernesto Antonio Figueiró-Filho, B Anne Croy, James N Reynolds, Frances Dang, D Piro, Matthew T Rätsep, Nils Daniel Forkert, A Paolozza, Graeme N Smith, Patrick W Stroman
Diffusion Tensor Imaging of White Matter in Children Born from Preeclamptic Gestations. AJNR. American journal of neuroradiology 38 (4) (2017)
Nils Daniel Forkert, Matthew D Li, Robert M Lober, Kristen W Yeom
Gray Matter Growth Is Accompanied by Increasing Blood Flow and Decreasing Apparent Diffusion Coefficient during Childhood. AJNR. American journal of neuroradiology 37 (9) (2016)
Matthew T Rätsep, A Paolozza, A F Hickman, B Maser, Vanessa R Kay, Shuhiba Mohammad, Jessica Pudwell, Graeme N Smith, Donald C Brien, Patrick W Stroman, Michael A Adams, James N Reynolds, B Anne Croy, Nils Daniel Forkert
Brain Structural and Vascular Anatomy Is Altered in Offspring of Pre-Eclamptic Pregnancies: A Pilot Study. AJNR. American journal of neuroradiology 37 (5) (2015)