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Michael A. Jacobs

Johns Hopkins Medicine

71H-index
327Paper Count
1.6WCitation Count
Published Papers 103
Publication Date
Machine Learning with Connectomics to Predict Prognosis in Glioblastoma after Radiation
err2025-11-01
err0
PREAI
errGopalakrishnan, Vishhvaan; Parekh, Vishwa; LeCompte, Michael; Huang, Ellen; Suresh, Ashwatha; Tarui, Yurika; Li, Anne; Reyes, Juan; Redmond, Kristin; Jacobs, Michael; Kleinberg, Lawrence
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Incidence of temporal thumb sign in adult patients with idiopathic seizures with and without elevated opening cerebrospinal fluid pressure
err2025-03-20
err0
PREAI
errKhalaj, Kamand; Jacobs, Michael A.; Kramer, Larry A.; Huisman, Thierry A. G. M.; Shah, Manish N.; Akhbardeh, Alireza; Hasan, Khader M.; Butler, Ian J.; Zhang, Xu; Kamali, Arash
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Detection of diffusely abnormal white matter in multiple sclerosis on multiparametric brain MRI using semi-supervised deep learning
err2024-07-26
err1
errOAAI
errMusall, Benjamin C.; Gabr, Refaat E.; Yang, Yanyu; Kamali, Arash; Lincoln, John A.; Jacobs, Michael A.; Ly, Vi; Luo, Xi; Wolinsky, Jerry S.; Narayana, Ponnada A.; Hasan, Khader M.
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A collective AI via lifelong learning and sharing at the edge
err2024-03-22
err6
errOAAI
errSoltoggio, Andrea; Ben-Iwhiwhu, Eseoghene; Braverman, Vladimir; Eaton, Eric; Epstein, Benjamin; Ge, Yunhao; Halperin, Lucy; How, Jonathan; Itti, Laurent; Jacobs, Michael A.; Kantharaju, Pavan; Le, Long; Lee, Steven; Liu, Xinran; Monteiro, Sildomar T.; Musliner, David; Nath, Saptarshi; Panda, Priyadarshini; Peridis, Christos; Pirsiavash, Hamed; Parekh, Vishwa; Roy, Kaushik; Shperberg, Shahaf; Siegelmann, Hava T.; Stone, Peter; Vedder, Kyle; Wu, Jingfeng; Yang, Lin; Zheng, Guangyao; Kolouri, Soheil
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Automatic Active Lesion Tracking in Multiple Sclerosis Using Unsupervised Machine Learning
err2024-03-16
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errOAAI
errUwaeze, Jason; Narayana, Ponnada A.; Kamali, Arash; Braverman, Vladimir; Jacobs, Michael A.; Akhbardeh, Alireza
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Review: When worlds collide - poultry modeling in the 'Big Data' era
errANIMAL
IF4.2
err2023-12-01
err5
errOAAI
errLeishman, E. M.; You, J.; Ferreira, N. T.; Adams, S. M.; Tulpan, D.; Zuidhof, M. J.; Gous, R. M.; Jacobs, M.; Ellis, J. L.
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Radiomic Analysis: Study Design, Statistical Analysis, and Other Bias Mitigation Strategies
errRADIOLOGY
IF15.2
err2022-08-01
err35
errOAAI
errMoskowitz, Chaya S.; Welch, Mattea L.; Jacobs, Michael A.; Kurland, Brenda F.; Simpson, Amber L.
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Multiparametric radiomic tissue signature and machine learning for distinguishing radiation necrosis from tumor progression after stereotactic radiosurgery
err2021-10-25
err14
errOAAI
errChen, Xuguang; Parekh, Vishwa S.; Peng, Luke; Chan, Michael D.; Redmond, Kristin J.; Soike, Michael; McTyre, Emory; Lin, Doris; Jacobs, Michael A.; Kleinberg, Lawrence R.
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Multiparametric magnetic resonance imaging to characterize cabotegravir long-acting formulation depot kinetics in healthy adult volunteers
err2021-07-31
err18
errOAAI
errJucker, Beat M.; Fuchs, Edward J.; Lee, Sarah; Damian, Valeriu; Galette, Paul; Janiczek, Robert; Macura, Katarzyna J.; Jacobs, Michael A.; Weld, Ethel D.; Solaiyappan, Meiyappan; D'Amico, Ronald; Shaik, Jafar Sadik; Bakshi, Kalpana; Han, Kelong; Ford, Susan; Margolis, David; Spreen, William; Gupta, Manish K.; Hendrix, Craig W.; Patel, Parul
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A Deep Learning System for Synthetic Knee Magnetic Resonance Imaging Is Artificial Intelligence-Based Fat-Suppressed Imaging Feasible?
err2020-12-21
err32
errOAAI
errFayad, Laura M.; Parekh, Vishwa S.; de Castro Luna, Rodrigo; Ko, Charles C.; Tank, Dharmesh; Fritz, Jan; Ahlawat, Shivani; Jacobs, Michael A.
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Brain metabolites in cholinergic and glutamatergic pathways are altered by pancreatic cancer cachexia
err2020-10-02
err10
errOAAI
errWinnard, Paul T., Jr.; Bharti, Santosh Kumar; Sharma, Raj Kumar; Krishnamachary, Balaji; Mironchik, Yelena; Penet, Marie-France; Goggins, Michael G.; Maitra, Anirban; Kamel, Ihab; Horton, Karen M.; Jacobs, Michael A.; Bhujwalla, Zaver M.
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Use of MRI for Personalized Treatment of More Aggressive Tumors
errRADIOLOGY
IF15.2
err2020-06-01
err1
errOAAI
errEl Khouli, Riham H.; Jacobs, Michael A.
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Radiomic features of the pancreas on CT imaging accurately differentiate functional abdominal pain, recurrent acute pancreatitis, and chronic pancreatitis
err2020-02-01
err49
errOAAI
errMashayekhi, Rouzbeh; Parekh, Vishwa S.; Faghih, Mahya; Singh, Vikesh K.; Jacobs, Michael A.; Zaheer, Atif
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Review: Synergy between mechanistic modelling and data-driven models for modern animal production systems in the era of big data
errANIMAL
IF4.2
err2020-01-01
err46
errOAAI
errEllis, J. L.; Jacobs, M.; Dijkstra, J.; van Laar, H.; Cant, J. P.; Tulpan, D.; Ferguson, N.
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