Detalhe da pesquisa
1.
Machine Learning for Adrenal Gland Segmentation and Classification of Normal and Adrenal Masses at CT.
Radiology
; 306(2): e220101, 2023 Feb.
Artigo
em Inglês
| MEDLINE | ID: mdl-36125375
2.
Utility of Normalized Body Composition Areas, Derived From Outpatient Abdominal CT Using a Fully Automated Deep Learning Method, for Predicting Subsequent Cardiovascular Events.
AJR Am J Roentgenol
; 220(2): 236-244, 2023 Feb.
Artigo
em Inglês
| MEDLINE | ID: mdl-36043607
3.
National Cancer Institute Imaging Data Commons: Toward Transparency, Reproducibility, and Scalability in Imaging Artificial Intelligence.
Radiographics
; 43(12): e230180, 2023 Dec.
Artigo
em Inglês
| MEDLINE | ID: mdl-37999984
4.
Multilevel Body Composition Analysis on Chest Computed Tomography Predicts Hospital Length of Stay and Complications After Lobectomy for Lung Cancer: A Multicenter Study.
Ann Surg
; 275(5): e708-e715, 2022 05 01.
Artigo
em Inglês
| MEDLINE | ID: mdl-32773626
5.
Computed tomography-based body composition profile as a screening tool for geriatric frailty detection.
Skeletal Radiol
; 51(7): 1371-1380, 2022 Jul.
Artigo
em Inglês
| MEDLINE | ID: mdl-34862921
6.
Highdicom: a Python Library for Standardized Encoding of Image Annotations and Machine Learning Model Outputs in Pathology and Radiology.
J Digit Imaging
; 35(6): 1719-1737, 2022 12.
Artigo
em Inglês
| MEDLINE | ID: mdl-35995898
7.
Muscle Loss Is Associated with Overall Survival in Patients with Metastatic Colorectal Cancer Independent of Tumor Mutational Status and Weight Loss.
Oncologist
; 26(6): e963-e970, 2021 06.
Artigo
em Inglês
| MEDLINE | ID: mdl-33818860
8.
Population-Scale CT-based Body Composition Analysis of a Large Outpatient Population Using Deep Learning to Derive Age-, Sex-, and Race-specific Reference Curves.
Radiology
; 298(2): 319-329, 2021 02.
Artigo
em Inglês
| MEDLINE | ID: mdl-33231527
9.
Associations of Skeletal Muscle With Symptom Burden and Clinical Outcomes in Hospitalized Patients With Advanced Cancer.
J Natl Compr Canc Netw
; 19(3): 319-327, 2021 01 29.
Artigo
em Inglês
| MEDLINE | ID: mdl-33513564
10.
Traumatic cervical spine fracture patterns on CT: a retrospective analysis at a level 1 trauma center.
Emerg Radiol
; 28(5): 965-976, 2021 Oct.
Artigo
em Inglês
| MEDLINE | ID: mdl-34117506
11.
The Trials and Tribulations of Assembling Large Medical Imaging Datasets for Machine Learning Applications.
J Digit Imaging
; 34(6): 1424-1429, 2021 12.
Artigo
em Inglês
| MEDLINE | ID: mdl-34608591
12.
Using DICOM Metadata for Radiological Image Series Categorization: a Feasibility Study on Large Clinical Brain MRI Datasets.
J Digit Imaging
; 33(3): 747-762, 2020 06.
Artigo
em Inglês
| MEDLINE | ID: mdl-31950302
13.
From Machine Learning to Patient Outcomes: A Comprehensive Review of AI in Pancreatic Cancer.
Diagnostics (Basel)
; 14(2)2024 Jan 12.
Artigo
em Inglês
| MEDLINE | ID: mdl-38248051
14.
The influence of anisotropy on the clinical target volume of brain tumor patients.
Phys Med Biol
; 69(3)2024 Jan 19.
Artigo
em Inglês
| MEDLINE | ID: mdl-38157552
15.
Enrichment of lung cancer computed tomography collections with AI-derived annotations.
Sci Data
; 11(1): 25, 2024 Jan 04.
Artigo
em Inglês
| MEDLINE | ID: mdl-38177130
16.
Not without Context-A Multiple Methods Study on Evaluation and Correction of Automated Brain Tumor Segmentations by Experts.
Acad Radiol
; 31(4): 1572-1582, 2024 Apr.
Artigo
em Inglês
| MEDLINE | ID: mdl-37951777
17.
Machine learning-based detection of sarcopenic obesity and association with adverse outcomes in patients undergoing surgical treatment for spinal metastases.
J Neurosurg Spine
; 40(3): 291-300, 2024 Mar 01.
Artigo
em Inglês
| MEDLINE | ID: mdl-38039533
18.
Expert-centered Evaluation of Deep Learning Algorithms for Brain Tumor Segmentation.
Radiol Artif Intell
; 6(1): e220231, 2024 Jan.
Artigo
em Inglês
| MEDLINE | ID: mdl-38197800
19.
Role of Machine Learning-Based CT Body Composition in Risk Prediction and Prognostication: Current State and Future Directions.
Diagnostics (Basel)
; 13(5)2023 Mar 03.
Artigo
em Inglês
| MEDLINE | ID: mdl-36900112
20.
Addressing the Challenges of Implementing Artificial Intelligence Tools in Clinical Practice: Principles From Experience.
J Am Coll Radiol
; 20(3): 352-360, 2023 03.
Artigo
em Inglês
| MEDLINE | ID: mdl-36922109