Michael A. Jacobs - Publications, H-index & Citations

Michael A. Jacobs

Johns Hopkins Medicine

71H指数

327论文数

1.6W被引数

收录论文 103

发表时间

Machine Learning with Connectomics to Predict Prognosis in Glioblastoma after Radiation 利用连接组学进行机器学习以预测放射治疗后胶质母细胞瘤的预后

NEURO-ONCOLOGY

IF13.4

2025-11-01

PREAI

Gopalakrishnan, Vishhvaan; Parekh, Vishwa; LeCompte, Michael; Huang, Ellen; Suresh, Ashwatha; Tarui, Yurika; Li, Anne; Reyes, Juan; Redmond, Kristin; Jacobs, Michael; Kleinberg, Lawrence

Ultrafast Breast MRI: Possibly Just a Diagnostic Compromise to Dynamic Contrast-Enhanced Imaging 超快乳腺MRI：可能只是动态对比增强成像的一种诊断妥协

RADIOLOGY

IF15.2

2025-05-01

PREAI

Cotes, Claudia; Jacobs, Michael A.

Incidence of temporal thumb sign in adult patients with idiopathic seizures with and without elevated opening cerebrospinal fluid pressure 特发性癫痫成人患者中，伴有与不伴有脑脊液开放压力升高的颞部拇指征发生率

EUROPEAN RADIOLOGY

IF4.7

2025-03-20

PREAI

Khalaj, 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

Evidence-based Diagnostic Performance Benchmarks in Prostate MRI: An Unmet Clinical Need

RADIOLOGY

IF15.2

2024-08-01

PREAI

Tammisetti, Varaha S.; Jacobs, Michael A.

Detection of diffusely abnormal white matter in multiple sclerosis on multiparametric brain MRI using semi-supervised deep learning

SCIENTIFIC REPORTS

IF3.9

2024-07-26

OAAI

Musall, 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.

A collective AI via lifelong learning and sharing at the edge

NATURE MACHINE INTELLIGENCE

IF23.9

2024-03-22

OAAI

Soltoggio, 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

Automatic Active Lesion Tracking in Multiple Sclerosis Using Unsupervised Machine Learning

DIAGNOSTICS

IF3.3

2024-03-16

OAAI

Uwaeze, Jason; Narayana, Ponnada A.; Kamali, Arash; Braverman, Vladimir; Jacobs, Michael A.; Akhbardeh, Alireza

Review: When worlds collide - poultry modeling in the 'Big Data' era 评论: 当世界碰撞时-“大数据” 时代的家禽建模

ANIMAL

IF4.2

2023-12-01

OAAI

Leishman, E. M.; You, J.; Ferreira, N. T.; Adams, S. M.; Tulpan, D.; Zuidhof, M. J.; Gous, R. M.; Jacobs, M.; Ellis, J. L.

Automated Lung Ultrasound Pulmonary Disease Quantification Using an Unsupervised Machine Learning Technique for COVID-19

DIAGNOSTICS

IF3.3

2023-08-16

OAAI

Sagreiya, Hersh; Jacobs, Michael A.; Akhbardeh, Alireza

Data Partitioning and Statistical Considerations for Association of Radiomic Features to Biological Underpinnings: What Is Needed

RADIOLOGY

IF15.2

2023-04-01

OAAI

Jacobs, Michael A.

Radiomic Analysis: Study Design, Statistical Analysis, and Other Bias Mitigation Strategies

RADIOLOGY

IF15.2

2022-08-01

OAAI

Moskowitz, Chaya S.; Welch, Mattea L.; Jacobs, Michael A.; Kurland, Brenda F.; Simpson, Amber L.

Multiparametric radiomic tissue signature and machine learning for distinguishing radiation necrosis from tumor progression after stereotactic radiosurgery

NEURO-ONCOLOGY ADVANCES

IF4.1

2021-10-25

OAAI

Chen, Xuguang; Parekh, Vishwa S.; Peng, Luke; Chan, Michael D.; Redmond, Kristin J.; Soike, Michael; McTyre, Emory; Lin, Doris; Jacobs, Michael A.; Kleinberg, Lawrence R.

Multiparametric magnetic resonance imaging to characterize cabotegravir long-acting formulation depot kinetics in healthy adult volunteers

BRITISH JOURNAL OF CLINICAL PHARMACOLOGY

IF3

2021-07-31

OAAI

Jucker, 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

A Deep Learning System for Synthetic Knee Magnetic Resonance Imaging Is Artificial Intelligence-Based Fat-Suppressed Imaging Feasible?

INVESTIGATIVE RADIOLOGY

IF8

2020-12-21

OAAI

Fayad, Laura M.; Parekh, Vishwa S.; de Castro Luna, Rodrigo; Ko, Charles C.; Tank, Dharmesh; Fritz, Jan; Ahlawat, Shivani; Jacobs, Michael A.

Brain metabolites in cholinergic and glutamatergic pathways are altered by pancreatic cancer cachexia

JOURNAL OF CACHEXIA SARCOPENIA AND MUSCLE

IF9.1

2020-10-02

OAAI

Winnard, 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.

Use of MRI for Personalized Treatment of More Aggressive Tumors

RADIOLOGY

IF15.2

2020-06-01

OAAI

El Khouli, Riham H.; Jacobs, Michael A.

Letter: Design flaws in study of differentiating functional abdominal pain, recurrent acute pancreatitis and chronic pancreatitis via radiomics features. Authors' reply

EUROPEAN JOURNAL OF RADIOLOGY

IF3.3

2020-04-01

PREAI

Faghih, Mahya; Singh, Vikesh K.; Mashayekhi, Rouzbeh; Parekh, Vishwa S.; Jacobs, Michael A.; Zaheer, Atif