Stember JN - Search Results

1

Evolutionary Strategies AI Addresses Multiple Technical Challenges in Deep Learning Deployment: Proof-of-Principle Demonstration for Neuroblastoma Brain Metastasis Detection.

Purkayastha S, Shalu H, Gutman D, Holodny A, Modak S, Basu E, Kushner B, Kramer K, Haque S, Stember JN. Purkayastha S, et al. Among authors: stember jn. J Imaging Inform Med. 2024 Dec;37(6):2920-2930. doi: 10.1007/s10278-024-01165-z. Epub 2024 Jun 17. J Imaging Inform Med. 2024. PMID: 38886289 Free PMC article.

2

Integrating Eye Tracking and Speech Recognition Accurately Annotates MR Brain Images for Deep Learning: Proof of Principle.

Stember JN, Celik H, Gutman D, Swinburne N, Young R, Eskreis-Winkler S, Holodny A, Jambawalikar S, Wood BJ, Chang PD, Krupinski E, Bagci U. Stember JN, et al. Radiol Artif Intell. 2020 Nov 11;3(1):e200047. doi: 10.1148/ryai.2020200047. eCollection 2021 Jan. Radiol Artif Intell. 2020. PMID: 33842890 Free PMC article.

3

Deep Reinforcement Learning with Automated Label Extraction from Clinical Reports Accurately Classifies 3D MRI Brain Volumes.

Stember JN, Shalu H. Stember JN, et al. J Digit Imaging. 2022 Oct;35(5):1143-1152. doi: 10.1007/s10278-022-00644-5. Epub 2022 May 13. J Digit Imaging. 2022. PMID: 35562633 Free PMC article.

4

Direct Evaluation of Treatment Response in Brain Metastatic Disease with Deep Neuroevolution.

Stember JN, Young RJ, Shalu H. Stember JN, et al. J Digit Imaging. 2023 Apr;36(2):536-546. doi: 10.1007/s10278-022-00725-5. Epub 2022 Nov 17. J Digit Imaging. 2023. PMID: 36396839 Free PMC article.

5

Reinforcement learning using Deep [Formula: see text] networks and [Formula: see text] learning accurately localizes brain tumors on MRI with very small training sets.

Stember JN, Shalu H. Stember JN, et al. BMC Med Imaging. 2022 Dec 23;22(1):224. doi: 10.1186/s12880-022-00919-x. BMC Med Imaging. 2022. PMID: 36564724 Free PMC article.

6

A Survey of Publicly Available MRI Datasets for Potential Use in Artificial Intelligence Research.

Dishner KA, McRae-Posani B, Bhowmik A, Jochelson MS, Holodny A, Pinker K, Eskreis-Winkler S, Stember JN. Dishner KA, et al. Among authors: stember jn. J Magn Reson Imaging. 2024 Feb;59(2):450-480. doi: 10.1002/jmri.29101. Epub 2023 Oct 27. J Magn Reson Imaging. 2024. PMID: 37888298 Review.

7

Evolutionary Strategies Enable Systematic and Reliable Uncertainty Quantification: A Proof-of-Concept Pilot Study on Resting-State Functional MRI Language Lateralization.

Stember JN, Dishner K, Jenabi M, Pasquini L, K Peck K, Saha A, Shah A, O'Malley B, Ilica AT, Kelly L, Arevalo-Perez J, Hatzoglou V, Holodny A, Shalu H. Stember JN, et al. J Imaging Inform Med. 2024 Jul 9. doi: 10.1007/s10278-024-01188-6. Online ahead of print. J Imaging Inform Med. 2024. PMID: 38980624

8

Convolutional Neural Networks for the Detection and Measurement of Cerebral Aneurysms on Magnetic Resonance Angiography.

Stember JN, Chang P, Stember DM, Liu M, Grinband J, Filippi CG, Meyers P, Jambawalikar S. Stember JN, et al. Among authors: stember dm. J Digit Imaging. 2019 Oct;32(5):808-815. doi: 10.1007/s10278-018-0162-z. J Digit Imaging. 2019. PMID: 30511281 Free PMC article.

9

Eye Tracking for Deep Learning Segmentation Using Convolutional Neural Networks.

Stember JN, Celik H, Krupinski E, Chang PD, Mutasa S, Wood BJ, Lignelli A, Moonis G, Schwartz LH, Jambawalikar S, Bagci U. Stember JN, et al. J Digit Imaging. 2019 Aug;32(4):597-604. doi: 10.1007/s10278-019-00220-4. J Digit Imaging. 2019. PMID: 31044392 Free PMC article.

10

Panoramic Dental Reconstruction for Faster Detection of Dental Pathology on Medical Non-dental CT Scans: a Proof of Concept from CT Neck Soft Tissue.

Stember JN, Moonis G, Silva C. Stember JN, et al. J Digit Imaging. 2021 Aug;34(4):959-966. doi: 10.1007/s10278-021-00481-y. Epub 2021 Jul 13. J Digit Imaging. 2021. PMID: 34258670 Free PMC article.

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