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Items: 1 to 50 of 120

1.

Erratum: Author Correction: Human-machine partnership with artificial intelligence for chest radiograph diagnosis.

Patel BN, Rosenberg L, Willcox G, Baltaxe D, Lyons M, Irvin J, Rajpurkar P, Amrhein T, Gupta R, Halabi S, Langlotz C, Lo E, Mammarappallil J, Mariano AJ, Riley G, Seekins J, Shen L, Zucker E, Lungren MP.

NPJ Digit Med. 2019 Dec 10;2:129. doi: 10.1038/s41746-019-0198-6. eCollection 2019.

2.

Human-machine partnership with artificial intelligence for chest radiograph diagnosis.

Patel BN, Rosenberg L, Willcox G, Baltaxe D, Lyons M, Irvin J, Rajpurkar P, Amrhein T, Gupta R, Halabi S, Langlotz C, Lo E, Mammarappallil J, Mariano AJ, Riley G, Seekins J, Shen L, Zucker E, Lungren M.

NPJ Digit Med. 2019 Nov 18;2:111. doi: 10.1038/s41746-019-0189-7. eCollection 2019. Erratum in: NPJ Digit Med. 2019 Dec 10;2:129.

3.

A Road Map for Translational Research on Artificial Intelligence in Medical Imaging: From the 2018 National Institutes of Health/RSNA/ACR/The Academy Workshop.

Allen B Jr, Seltzer SE, Langlotz CP, Dreyer KP, Summers RM, Petrick N, Marinac-Dabic D, Cruz M, Alkasab TK, Hanisch RJ, Nilsen WJ, Burleson J, Lyman K, Kandarpa K.

J Am Coll Radiol. 2019 Sep;16(9 Pt A):1179-1189. doi: 10.1016/j.jacr.2019.04.014. Epub 2019 May 28.

PMID:
31151893
4.

Improving Cancer Diagnosis and Care: Patient Access to Oncologic Imaging Expertise.

Nass SJ, Cogle CR, Brink JA, Langlotz CP, Balogh EP, Muellner A, Siegal D, Schilsky RL, Hricak H.

J Clin Oncol. 2019 Jul 10;37(20):1690-1694. doi: 10.1200/JCO.18.01970. Epub 2019 May 3. No abstract available.

PMID:
31050908
5.

A Roadmap for Foundational Research on Artificial Intelligence in Medical Imaging: From the 2018 NIH/RSNA/ACR/The Academy Workshop.

Langlotz CP, Allen B, Erickson BJ, Kalpathy-Cramer J, Bigelow K, Cook TS, Flanders AE, Lungren MP, Mendelson DS, Rudie JD, Wang G, Kandarpa K.

Radiology. 2019 Jun;291(3):781-791. doi: 10.1148/radiol.2019190613. Epub 2019 Apr 16.

PMID:
30990384
6.

Deep-learning-assisted diagnosis for knee magnetic resonance imaging: Development and retrospective validation of MRNet.

Bien N, Rajpurkar P, Ball RL, Irvin J, Park A, Jones E, Bereket M, Patel BN, Yeom KW, Shpanskaya K, Halabi S, Zucker E, Fanton G, Amanatullah DF, Beaulieu CF, Riley GM, Stewart RJ, Blankenberg FG, Larson DB, Jones RH, Langlotz CP, Ng AY, Lungren MP.

PLoS Med. 2018 Nov 27;15(11):e1002699. doi: 10.1371/journal.pmed.1002699. eCollection 2018 Nov.

7.

Comparative effectiveness of convolutional neural network (CNN) and recurrent neural network (RNN) architectures for radiology text report classification.

Banerjee I, Ling Y, Chen MC, Hasan SA, Langlotz CP, Moradzadeh N, Chapman B, Amrhein T, Mong D, Rubin DL, Farri O, Lungren MP.

Artif Intell Med. 2019 Jun;97:79-88. doi: 10.1016/j.artmed.2018.11.004. Epub 2018 Nov 23.

PMID:
30477892
8.

Effect of Clinical Decision Support-Generated Report Cards Versus Real-Time Alerts on Primary Care Provider Guideline Adherence for Low Back Pain Outpatient Lumbar Spine MRI Orders.

Zafar HM, Ip IK, Mills AM, Raja AS, Langlotz CP, Khorasani R.

AJR Am J Roentgenol. 2019 Feb;212(2):386-394. doi: 10.2214/AJR.18.19780. Epub 2018 Nov 26.

PMID:
30476451
9.

Deep learning for chest radiograph diagnosis: A retrospective comparison of the CheXNeXt algorithm to practicing radiologists.

Rajpurkar P, Irvin J, Ball RL, Zhu K, Yang B, Mehta H, Duan T, Ding D, Bagul A, Langlotz CP, Patel BN, Yeom KW, Shpanskaya K, Blankenberg FG, Seekins J, Amrhein TJ, Mong DA, Halabi SS, Zucker EJ, Ng AY, Lungren MP.

PLoS Med. 2018 Nov 20;15(11):e1002686. doi: 10.1371/journal.pmed.1002686. eCollection 2018 Nov.

10.

Assessment of Convolutional Neural Networks for Automated Classification of Chest Radiographs.

Dunnmon JA, Yi D, Langlotz CP, Ré C, Rubin DL, Lungren MP.

Radiology. 2019 Feb;290(2):537-544. doi: 10.1148/radiol.2018181422. Epub 2018 Nov 13.

PMID:
30422093
11.

Cross-type biomedical named entity recognition with deep multi-task learning.

Wang X, Zhang Y, Ren X, Zhang Y, Zitnik M, Shang J, Langlotz C, Han J.

Bioinformatics. 2019 May 15;35(10):1745-1752. doi: 10.1093/bioinformatics/bty869.

PMID:
30307536
12.

The LOINC RSNA radiology playbook - a unified terminology for radiology procedures.

Vreeman DJ, Abhyankar S, Wang KC, Carr C, Collins B, Rubin DL, Langlotz CP.

J Am Med Inform Assoc. 2018 Jul 1;25(7):885-893. doi: 10.1093/jamia/ocy053.

13.

Comparison of Natural Language Processing Rules-based and Machine-learning Systems to Identify Lumbar Spine Imaging Findings Related to Low Back Pain.

Tan WK, Hassanpour S, Heagerty PJ, Rundell SD, Suri P, Huhdanpaa HT, James K, Carrell DS, Langlotz CP, Organ NL, Meier EN, Sherman KJ, Kallmes DF, Luetmer PH, Griffith B, Nerenz DR, Jarvik JG.

Acad Radiol. 2018 Nov;25(11):1422-1432. doi: 10.1016/j.acra.2018.03.008. Epub 2018 Mar 28.

14.

Deep Learning in Neuroradiology.

Zaharchuk G, Gong E, Wintermark M, Rubin D, Langlotz CP.

AJNR Am J Neuroradiol. 2018 Oct;39(10):1776-1784. doi: 10.3174/ajnr.A5543. Epub 2018 Feb 1. Review.

15.

Expanding a radiology lexicon using contextual patterns in radiology reports.

Percha B, Zhang Y, Bozkurt S, Rubin D, Altman RB, Langlotz CP.

J Am Med Inform Assoc. 2018 Jun 1;25(6):679-685. doi: 10.1093/jamia/ocx152.

16.

Deep Learning to Classify Radiology Free-Text Reports.

Chen MC, Ball RL, Yang L, Moradzadeh N, Chapman BE, Larson DB, Langlotz CP, Amrhein TJ, Lungren MP.

Radiology. 2018 Mar;286(3):845-852. doi: 10.1148/radiol.2017171115. Epub 2017 Nov 13.

PMID:
29135365
17.

Performance of a Deep-Learning Neural Network Model in Assessing Skeletal Maturity on Pediatric Hand Radiographs.

Larson DB, Chen MC, Lungren MP, Halabi SS, Stence NV, Langlotz CP.

Radiology. 2018 Apr;287(1):313-322. doi: 10.1148/radiol.2017170236. Epub 2017 Nov 2.

PMID:
29095675
18.

Clinical decision support increases diagnostic yield of computed tomography for suspected pulmonary embolism.

Mills AM, Ip IK, Langlotz CP, Raja AS, Zafar HM, Khorasani R.

Am J Emerg Med. 2018 Apr;36(4):540-544. doi: 10.1016/j.ajem.2017.09.004. Epub 2017 Sep 6.

19.

Using Natural Language Processing of Free-Text Radiology Reports to Identify Type 1 Modic Endplate Changes.

Huhdanpaa HT, Tan WK, Rundell SD, Suri P, Chokshi FH, Comstock BA, Heagerty PJ, James KT, Avins AL, Nedeljkovic SS, Nerenz DR, Kallmes DF, Luetmer PH, Sherman KJ, Organ NL, Griffith B, Langlotz CP, Carrell D, Hassanpour S, Jarvik JG.

J Digit Imaging. 2018 Feb;31(1):84-90. doi: 10.1007/s10278-017-0013-3.

20.

Bone Tumor Diagnosis Using a Naïve Bayesian Model of Demographic and Radiographic Features.

Do BH, Langlotz C, Beaulieu CF.

J Digit Imaging. 2017 Oct;30(5):640-647. doi: 10.1007/s10278-017-0001-7.

21.

The Role of Radiology in the Diagnostic Process: Information, Communication, and Teamwork.

Larson DB, Langlotz CP.

AJR Am J Roentgenol. 2017 Nov;209(5):992-1000. doi: 10.2214/AJR.17.18381. Epub 2017 Jul 25. Review.

PMID:
28742380
22.

Use of Radiology Procedure Codes in Health Care: The Need for Standardization and Structure.

Wang KC, Patel JB, Vyas B, Toland M, Collins B, Vreeman DJ, Abhyankar S, Siegel EL, Rubin DL, Langlotz CP.

Radiographics. 2017 Jul-Aug;37(4):1099-1110. doi: 10.1148/rg.2017160188. Review.

23.

Implementation of an Automated Radiology Recommendation-Tracking Engine for Abdominal Imaging Findings of Possible Cancer.

Cook TS, Lalevic D, Sloan C, Chadalavada SC, Langlotz CP, Schnall MD, Zafar HM.

J Am Coll Radiol. 2017 May;14(5):629-636. doi: 10.1016/j.jacr.2017.01.024. Epub 2017 Mar 17. No abstract available.

PMID:
28325488
24.

Medicare Imaging Demonstration: Assessing Attributes of Appropriate Use Criteria and Their Influence on Ordering Behavior.

Lacson R, Ip I, Hentel KD, Malhotra S, Balthazar P, Langlotz CP, Raja AS, Khorasani R.

AJR Am J Roentgenol. 2017 May;208(5):1051-1057. doi: 10.2214/AJR.16.17169. Epub 2017 Mar 7.

PMID:
28267371
25.

Performance of a Machine Learning Classifier of Knee MRI Reports in Two Large Academic Radiology Practices: A Tool to Estimate Diagnostic Yield.

Hassanpour S, Langlotz CP, Amrhein TJ, Befera NT, Lungren MP.

AJR Am J Roentgenol. 2017 Apr;208(4):750-753. doi: 10.2214/AJR.16.16128. Epub 2017 Jan 31.

PMID:
28140627
26.

Characterization of Change and Significance for Clinical Findings in Radiology Reports Through Natural Language Processing.

Hassanpour S, Bay G, Langlotz CP.

J Digit Imaging. 2017 Jun;30(3):314-322. doi: 10.1007/s10278-016-9931-8.

27.

JOURNAL CLUB: Predictors of Provider Response to Clinical Decision Support: Lessons Learned From the Medicare Imaging Demonstration.

Ip IK, Lacson R, Hentel K, Malhotra S, Darer J, Langlotz C, Weiss J, Raja AS, Khorasani R.

AJR Am J Roentgenol. 2017 Feb;208(2):351-357. doi: 10.2214/AJR.16.16373. Epub 2016 Nov 29.

PMID:
27897445
28.

Implications of Direct Patient Online Access to Radiology Reports Through Patient Web Portals.

Lee CI, Langlotz CP, Elmore JG.

J Am Coll Radiol. 2016 Dec;13(12 Pt B):1608-1614. doi: 10.1016/j.jacr.2016.09.007.

PMID:
27888949
29.

"Chasing a Ghost": Factors that Influence Primary Care Physicians to Follow Up on Incidental Imaging Findings.

Zafar HM, Bugos EK, Langlotz CP, Frasso R.

Radiology. 2016 Nov;281(2):567-573. Epub 2016 May 17.

30.

Why Isn't There More High-fidelity Simulation Training in Diagnostic Radiology? Results of a Survey of Academic Radiologists.

Cook TS, Hernandez J, Scanlon M, Langlotz C, Li CD.

Acad Radiol. 2016 Jul;23(7):870-6. doi: 10.1016/j.acra.2016.03.008. Epub 2016 May 17.

PMID:
27212606
31.

Health IT vendors and the academic community: The 2014 ACMI debate.

McCray AT, Glaser J, Koppel R, Langlotz CP, Silverstein J.

J Biomed Inform. 2016 Apr;60:365-75. doi: 10.1016/j.jbi.2016.03.003. Epub 2016 Mar 8.

32.

Predicting High Imaging Utilization Based on Initial Radiology Reports: A Feasibility Study of Machine Learning.

Hassanpour S, Langlotz CP.

Acad Radiol. 2016 Jan;23(1):84-9. doi: 10.1016/j.acra.2015.09.014. Epub 2015 Oct 27.

PMID:
26521688
33.

Information extraction from multi-institutional radiology reports.

Hassanpour S, Langlotz CP.

Artif Intell Med. 2016 Jan;66:29-39. doi: 10.1016/j.artmed.2015.09.007. Epub 2015 Oct 3.

34.

Unsupervised Topic Modeling in a Large Free Text Radiology Report Repository.

Hassanpour S, Langlotz CP.

J Digit Imaging. 2016 Feb;29(1):59-62. doi: 10.1007/s10278-015-9823-3.

35.

Optimization of Radiology Reports for Intensive Care Unit Portable Chest Radiographs: Perceptions and Preferences of Radiologists and ICU Practitioners.

Mortani Barbosa EJ Jr, Lynch MC, Langlotz CP, Gefter WB.

J Thorac Imaging. 2016 Jan;31(1):43-8. doi: 10.1097/RTI.0000000000000165.

PMID:
26258599
36.

True "meaningful use": technology meets both patient and provider needs.

Black H, Gonzalez R, Priolo C, Schapira MM, Sonnad SS, Hanson CW 3rd, Langlotz CP, Howell JT, Apter AJ.

Am J Manag Care. 2015 May 1;21(5):e329-37.

37.

Code Abdomen: An Assessment Coding Scheme for Abdominal Imaging Findings Possibly Representing Cancer.

Zafar HM, Chadalavada SC, Kahn CE Jr, Cook TS, Sloan CE, Lalevic D, Langlotz CP, Schnall MD.

J Am Coll Radiol. 2015 Sep;12(9):947-50. doi: 10.1016/j.jacr.2015.04.005. Epub 2015 Jun 27. No abstract available.

38.

Conversion of Radiology Reporting Templates to the MRRT Standard.

Kahn CE Jr, Genereaux B, Langlotz CP.

J Digit Imaging. 2015 Oct;28(5):528-36. doi: 10.1007/s10278-015-9787-3.

39.

Ten commandments for effective clinical decision support for imaging: enabling evidence-based practice to improve quality and reduce waste.

Khorasani R, Hentel K, Darer J, Langlotz C, Ip IK, Manaker S, Cardella J, Min R, Seltzer S.

AJR Am J Roentgenol. 2014 Nov;203(5):945-51. doi: 10.2214/AJR.14.13134. Review.

PMID:
25341131
40.

Assessment of follow-up completeness and notification preferences for imaging findings of possible cancer: what happens after radiologists submit their reports?

Sloan CE, Chadalavada SC, Cook TS, Langlotz CP, Schnall MD, Zafar HM.

Acad Radiol. 2014 Dec;21(12):1579-86. doi: 10.1016/j.acra.2014.07.006. Epub 2014 Aug 30.

41.

Meaningful use for radiology: current status and future directions.

Morgan TA, Avrin DE, Carr CD, Dreyer KJ, Flanders AE, Khorasani R, Langlotz CP, Arenson RL.

Radiology. 2013 Nov;269(2):318-21. doi: 10.1148/radiol.13131034. Epub 2013 Sep 5. No abstract available. Erratum in: Radiology. 2014 Jan;270(1):314.

PMID:
24009350
42.

Extracting templates from radiology reports using sequence alignment.

Wu S, Langlotz CP, Lakhani P, Ungar LH.

Int J Data Min Bioinform. 2012;6(6):633-50.

PMID:
23356012
43.

Clinical decision support for imaging in the era of the Patient Protection and Affordable Care Act.

Zafar HM, Mills AM, Khorasani R, Langlotz CP.

J Am Coll Radiol. 2012 Dec;9(12):907-18.e5. doi: 10.1016/j.jacr.2012.09.014. Review.

PMID:
23206649
44.

Automated extraction of critical test values and communications from unstructured radiology reports: an analysis of 9.3 million reports from 1990 to 2011.

Lakhani P, Kim W, Langlotz CP.

Radiology. 2012 Dec;265(3):809-18. doi: 10.1148/radiol.12112438. Epub 2012 Sep 5.

PMID:
22952381
45.

Predictors of initial 18F-fluorodeoxyglucose-positron emission tomography indication among patients with colorectal cancer.

Zafar HM, Kramer S, Bonaccorsi D, Langlotz CP, Armstrong K.

Nucl Med Commun. 2012 Jul;33(7):739-46. doi: 10.1097/MNM.0b013e328353b249.

PMID:
22531828
46.

The diagnostic and economic yield of neuroimaging in neuro-ophthalmology.

Mehta S, Loevner LA, Mikityansky I, Langlotz C, Ying GS, Tamhankar MA, Shindler KS, Volpe NJ.

J Neuroophthalmol. 2012 Jun;32(2):139-44. doi: 10.1097/WNO.0b013e31824e3753.

PMID:
22510684
47.

Variations in the molecular masses of the capsular exopolysaccharides amylovoran, pyrifolan and stewartan.

Schollmeyer M, Langlotz C, Huber A, Coplin DL, Geider K.

Int J Biol Macromol. 2012 Apr 1;50(3):518-22. doi: 10.1016/j.ijbiomac.2012.01.003. Epub 2012 Jan 14.

PMID:
22266385
48.

Automated detection of critical results in radiology reports.

Lakhani P, Kim W, Langlotz CP.

J Digit Imaging. 2012 Feb;25(1):30-6. doi: 10.1007/s10278-011-9426-6.

49.

Informatics in radiology: an information model of the DICOM standard.

Kahn CE Jr, Langlotz CP, Channin DS, Rubin DL.

Radiographics. 2011 Jan-Feb;31(1):295-304. doi: 10.1148/rg.311105085. Epub 2010 Oct 27.

50.

Documentation of nonroutine communications of critical or significant radiology results: a multiyear experience at a tertiary hospital.

Lakhani P, Langlotz CP.

J Am Coll Radiol. 2010 Oct;7(10):782-90. doi: 10.1016/j.jacr.2010.05.025.

PMID:
20889108

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