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Scopus Author ID: 57192691986
Loop profile: 1886596
SciProfiles: 2437816

Keywords

Machine Learning, Mental Health, Electronic Health Records, Systems Medicine

Countries

United States

Activities

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Employment (5)

Johns Hopkins University: Baltimore, Maryland, US

2021-10-01 to present (Center for Population Health IT)
Employment
Source: Self-asserted source
Anas Belouali

Georgetown University: DC, DC, US

2019-09 to 2020-12 | Lead Data Scientist/ Research Instructor (ICBI/ Department of Oncology)
Employment
Source: Self-asserted source
Anas Belouali

Georgetown University: DC, DC, US

2013-06 to 2019-09 | Sr. Data Engineer/ Data Scientist (Innovation Center for Biomedical Informatics (ICBI) )
Employment
Source: Self-asserted source
Anas Belouali

Georgetown University Medical Center: Washington, DC, US

2011-09-13 to 2013-06 | Software/Data Engineer (Department of Radiology - Imaging Science and Information Systems (ISIS) Center)
Employment
Source: Self-asserted source
Anas Belouali

Capgemini Consulting: Casablanca, MA

2010-08-01 to 2011-09-01 | Business Intelligence Consultant
Employment
Source: Self-asserted source
Anas Belouali

Education and qualifications (3)

Johns Hopkins University School of Medicine: Baltimore, MD, US

2021-08 to present | PhD in Biomedical Informatics & Data Science (Biomedical Informatics & Data Science)
Education
Source: Self-asserted source
Anas Belouali

Georgetown University: Washington, DC, US

2017-01-11 to 2018-05-10 | Master's in Systems Medicine (Biomedical Graduate Education)
Education
Source: Self-asserted source
Anas Belouali

Université Mohammed V de Rabat Ecole Mohammadia d'Ingénieurs: Rabat, MA

2007-09-01 to 2010-07-30 | Bachelor's and Master's Degree in Engineering
Education
Source: Self-asserted source
Anas Belouali

Professional activities (2)

American Medical Informatics Association: Bethesda, Maryland, US

2021-01-01 to present
Membership
Source: Self-asserted source
Anas Belouali

U.S. National Library of Medicine: Md., Md., US

2021-06-30 | Biomedical Informatics and Data Science PhD Fellow
Distinction
Source: Self-asserted source
Anas Belouali

Works (30)

Evaluation of crowdsourced mortality prediction models as a framework for assessing artificial intelligence in medicine

Journal of the American Medical Informatics Association
2024 | Journal article
DOI: 10.1093/jamia/ocad159
EID:

2-s2.0-85181176180

Part of ISSN: 1527974X 10675027
Contributors: Bergquist, T.; Schaffter, T.; Yan, Y.; Yu, T.; Prosser, J.; Gao, J.; Chen, G.; Łukasz, C.; Nawalany, Z.; Brugere, I. et al.
Source: Self-asserted source
Anas Belouali via Scopus - Elsevier
grade
Preferred source (of 2)‎

Suicide Death Prediction Using the Maryland Suicide Data Warehouse: A Sensitivity Analysis

Archives of Suicide Research
2024 | Journal article
DOI: 10.1080/13811118.2024.2363227
EID:

2-s2.0-85197288142

Part of ISSN: 15436136 13811118
Contributors: Kitchen, C.; Zirikly, A.; Belouali, A.; Kharrazi, H.; Nestadt, P.; Wilcox, H.C.
Source: Self-asserted source
Anas Belouali via Scopus - Elsevier

Correction: Assessing the Racial and Socioeconomic Disparities in Postpartum Depression Using Population-Level Hospital Discharge Data: Longitudinal Retrospective Study

JMIR Pediatrics and Parenting
2024-10-09 | Journal article
DOI: 10.2196/66676
Contributors: Star Liu; Xiyu Ding; Anas Belouali; Haibin Bai; Kanimozhi Raja; Hadi Kharrazi
Source: check_circle
Crossref

Correction: Assessing the Racial and Socioeconomic Disparities in Postpartum Depression Using Population-Level Hospital Discharge Data: Longitudinal Retrospective Study (Preprint)

2024-09-19 | Preprint
DOI: 10.2196/preprints.66676
Contributors: Star Liu; Xiyu Ding; Anas Belouali; Haibin Bai; Kanimozhi Raja; Hadi Kharrazi
Source: check_circle
Crossref

Author Correction: Federated learning enables big data for rare cancer boundary detection (Nature Communications, (2022), 13, 1, (7346), 10.1038/s41467-022-33407-5)

Nature Communications
2023 | Journal article
DOI: 10.1038/s41467-023-36188-7
EID:

2-s2.0-85146852009

Part of ISSN: 20411723
Contributors: Pati, S.; Baid, U.; Edwards, B.; Sheller, M.; Wang, S.-H.; Reina, G.A.; Foley, P.; Gruzdev, A.; Karkada, D.; Davatzikos, C. et al.
Source: Self-asserted source
Anas Belouali via Scopus - Elsevier
grade
Preferred source (of 2)‎

Author Correction: Federated learning enables big data for rare cancer boundary detection.

Nature Publishing Group
2023 | Journal article
DOI: 10.48350/177975
Contributors: Sarthak Pati; Ujjwal Baid; Brandon Edwards; Micah Sheller; Shih-Han Wang; G Anthony Reina; Patrick Foley; Alexey Gruzdev; Deepthi Karkada; Christos Davatzikos et al.
Source: check_circle
DataCite

Gulf War Illness: A Randomized Controlled Trial Combining Mindfulness Meditation and Auricular Acupuncture

Global Advances in Integrative Medicine and Health
2023 | Journal article
DOI: 10.1177/27536130231171854
EID:

2-s2.0-85164698634

Part of ISSN: 27536130
Contributors: Breneman, C.B.; Reinhard, M.J.; Allen, N.; Belouali, A.; Chun, T.; Crock, L.; Duncan, A.D.; Dutton, M.A.
Source: Self-asserted source
Anas Belouali via Scopus - Elsevier
grade
Preferred source (of 2)‎

Patient-Reported Data Augment Prediction Models of Persistent Opioid Use after Elective Upper Extremity Surgery

Plastic and Reconstructive Surgery
2023 | Journal article
DOI: 10.1097/PRS.0000000000010297
EID:

2-s2.0-85164467151

Part of ISSN: 00321052
Contributors: Giladi, A.M.; Shipp, M.M.; Sanghavi, K.K.; Zhang, G.; Gupta, S.; Miller, K.E.; Belouali, A.; Madhavan, S.
Source: Self-asserted source
Anas Belouali via Scopus - Elsevier
grade
Preferred source (of 2)‎

The impact of immunosuppressive agents on immune checkpoint inhibitor efficacy in patients with advanced melanoma: A real-world, multicenter, retrospective study

Cancer
2023 | Journal article
DOI: 10.1002/cncr.34742
EID:

2-s2.0-85150934116

Part of ISSN: 10970142 0008543X
Contributors: Lev-Ari, S.; Serzan, M.; Wu, T.; Ip, A.; Pascual, L.; Sinclaire, B.; Adams, S.; Marafelias, M.; Ayyagari, L.; Gill, S.K. et al.
Source: Self-asserted source
Anas Belouali via Scopus - Elsevier
grade
Preferred source (of 2)‎

Trends and opportunities in computable clinical phenotyping: A scoping review

Journal of Biomedical Informatics
2023 | Journal article
DOI: 10.1016/j.jbi.2023.104335
EID:

2-s2.0-85150802227

Part of ISSN: 15320464
Contributors: He, T.; Belouali, A.; Patricoski, J.; Lehmann, H.; Ball, R.; Anagnostou, V.; Kreimeyer, K.; Botsis, T.
Source: Self-asserted source
Anas Belouali via Scopus - Elsevier
grade
Preferred source (of 2)‎

Author Correction: Enhancing the REMBRANDT MRI collection with expert segmentation labels and quantitative radiomic features (Scientific Data, (2022), 9, 1, (338), 10.1038/s41597-022-01415-1)

Scientific Data
2022 | Journal article
DOI: 10.1038/s41597-022-01518-9
EID:

2-s2.0-85133620776

Part of ISSN: 20524463
Contributors: Sayah, A.; Bencheqroun, C.; Bhuvaneshwar, K.; Belouali, A.; Bakas, S.; Sako, C.; Davatzikos, C.; Alaoui, A.; Madhavan, S.; Gusev, Y.
Source: Self-asserted source
Anas Belouali via Scopus - Elsevier
grade
Preferred source (of 2)‎

Correction: Zhang et al. Association between Body Mass Index and Immune-Related Adverse Events (irAEs) among Advanced-Stage Cancer Patients Receiving Immune Checkpoint Inhibitors: A Pan-Cancer Analysis, (Cancers, (2021), 13, (6109), 10.3390/cancers13236109)

Cancers
2022 | Journal article
DOI: 10.3390/cancers14184525
EID:

2-s2.0-85138736117

Part of ISSN: 20726694
Contributors: Zhang, D.; Shah, N.J.; Cook, M.; Blackburn, M.; Serzan, M.T.; Advani, S.; Potosky, A.L.; Madhavan, S.; Belouali, A.; Atkins, M.B. et al.
Source: Self-asserted source
Anas Belouali via Scopus - Elsevier
grade
Preferred source (of 3)‎

Enhancing the REMBRANDT MRI collection with expert segmentation labels and quantitative radiomic features

Scientific Data
2022 | Journal article
DOI: 10.1038/s41597-022-01415-1
EID:

2-s2.0-85132071428

Part of ISSN: 20524463
Contributors: Sayah, A.; Bencheqroun, C.; Bhuvaneshwar, K.; Belouali, A.; Bakas, S.; Sako, C.; Davatzikos, C.; Alaoui, A.; Madhavan, S.; Gusev, Y.
Source: Self-asserted source
Anas Belouali via Scopus - Elsevier
grade
Preferred source (of 2)‎

Federated Learning Enables Big Data for Rare Cancer Boundary Detection

arXiv
2022 | Other
DOI: 10.48550/arxiv.2204.10836
EID:

2-s2.0-85169994397

Part of ISSN: 23318422
Contributors: Pati, S.; Baid, U.; Edwards, B.; Sheller, M.; Wang, S.-H.; Reina, G.A.; Foley, P.; Gruzdev, A.; Karkada, D.; Davatzikos, C. et al.
Source: Self-asserted source
Anas Belouali via Scopus - Elsevier

Impact of social determinants of health on improving the LACE index for 30-day unplanned readmission prediction

JAMIA Open
2022 | Journal article
DOI: 10.1093/jamiaopen/ooac046
EID:

2-s2.0-85134876370

Part of ISSN: 25742531
Contributors: Belouali, A.; Bai, H.; Raja, K.; Liu, S.; Ding, X.; Kharrazi, H.
Source: Self-asserted source
Anas Belouali via Scopus - Elsevier
grade
Preferred source (of 2)‎

Federated learning enables big data for rare cancer boundary detection.

Nature communications
2022-12-05 | Journal article
DOI: 10.1038/s41467-022-33407-5
PMID: 36470898
PMC: PMC9722782
Contributors: Sarthak Pati; Ujjwal Baid; Brandon Edwards; Sheller M; Wang SH; Reina GA; Patrick Foley; Gruzdev A; Deepthi Karkada; Christos Davatzikos et al.
Source: Self-asserted source
Anas Belouali
grade
Preferred source (of 2)‎

Real-World Studies Link Nonsteroidal Anti-inflammatory Drug Use to Improved Overall Lung Cancer Survival

Cancer Research Communications
2022-06-21 | Journal article
DOI: 10.1158/2767-9764.crc-22-0179
Part of ISSN: 2767-9764
Source: Self-asserted source
Anas Belouali
grade
Preferred source (of 2)‎

Assessing the Racial and Socioeconomic Disparities in Postpartum Depression Using Population-level Hospital Discharge Data: A Longitudinal Retrospective Study (Preprint)

JMIR Pediatrics and Parenting
2022-04-19 | Journal article
DOI: 10.2196/38879
Part of ISSN: 2561-6722
Contributors: Anas Belouali
Source: Self-asserted source
Anas Belouali
grade
Preferred source (of 3)‎

Acoustic and language analysis of speech for suicidal ideation among US veterans

BioData Mining
2021 | Journal article
DOI: 10.1186/s13040-021-00245-y
EID:

2-s2.0-85100561093

Part of ISSN: 17560381
Contributors: Belouali, A.; Gupta, S.; Sourirajan, V.; Yu, J.; Allen, N.; Alaoui, A.; Dutton, M.A.; Reinhard, M.J.
Source: Self-asserted source
Anas Belouali via Scopus - Elsevier
grade
Preferred source (of 2)‎

Automated Identification of Patients With Immune-Related Adverse Events From Clinical Notes Using Word Embedding and Machine Learning

JCO Clinical Cancer Informatics
2021 | Journal article
DOI: 10.1200/CCI.20.00109
EID:

2-s2.0-85106554331

Part of ISSN: 24734276
Contributors: Gupta, S.; Belouali, A.; Shah, N.J.; Atkins, M.B.; Madhavan, S.
Source: Self-asserted source
Anas Belouali via Scopus - Elsevier
grade
Preferred source (of 2)‎

Association between Body Mass Index and Immune-Related Adverse Events (irAEs) among Advanced-Stage Cancer Patients Receiving Immune Checkpoint Inhibitors: A Pan-Cancer Analysis

Cancers
2021-12-03 | Journal article
DOI: 10.3390/cancers13236109
Contributors: Dongyu Zhang; Neil Shah; Michael Cook; Matthew Blackburn; Michael Serzan; Shailesh Advani; Arnold Potosky; Subha Madhavan; Anas Belouali; Michael Atkins et al.
Source: check_circle
Crossref

A machine learning approach to detect suicidal ideation in US veterans based on acoustic and linguistic features of speech

arXiv
2020 | Other
DOI: 10.48550/arxiv.2009.09069
EID:

2-s2.0-85171221868

Part of ISSN: 23318422
Contributors: Sourirajan, V.; Belouali, A.; Dutton, M.A.; Reinhard, M.; Pathak, J.
Source: Self-asserted source
Anas Belouali via Scopus - Elsevier

Acoustic and language analysis of speech for suicide ideation among US veterans

medRxiv
2020 | Other
DOI: 10.1101/2020.07.08.20147504
EID:

2-s2.0-85099414723
Contributors: Belouali, A.; Gupta, S.; Sourirajan, V.; Yu, J.; Allen, N.; Alaoui, A.; Dutton, M.A.; Reinhard, M.J.
Source: Self-asserted source
Anas Belouali via Scopus - Elsevier
grade
Preferred source (of 2)‎

Automated identification of patients with immune-related adverse events from clinical notes using word embedding and machine learning

medRxiv
2020 | Other
DOI: 10.1101/2020.05.19.20106583
EID:

2-s2.0-85099328507
Contributors: Gupta, S.; Belouali, A.; Shah, N.J.; Atkins, M.B.; Madhavan, S.
Source: Self-asserted source
Anas Belouali via Scopus - Elsevier
grade
Preferred source (of 2)‎

Ethics of ai or ethical ai, topical point of view

Lecture Notes in Electrical Engineering
2020 | Conference paper
DOI: 10.1007/978-3-030-53187-4_58
EID:

2-s2.0-85089714959

Part of ISBN: 9783030531867
Part of ISSN: 18761119 18761100
Contributors: Belouali, S.; Belouali, A.; Saber, M.; Jaafar, K.; Belkasmi, M.G.
Source: Self-asserted source
Anas Belouali via Scopus - Elsevier
grade
Preferred source (of 2)‎

Identification of Patients with Immune-related Adverse Events from Clinical Notes using Machine Learning

2020 IEEE International Conference on Healthcare Informatics, ICHI 2020
2020 | Conference paper
DOI: 10.1109/ICHI48887.2020.9374360
EID:

2-s2.0-85103225143

Part of ISBN: 9781728153827
Contributors: Gupta, S.; Belouali, A.; Shah, N.; Atkins, M.; Madhavan, S.
Source: Self-asserted source
Anas Belouali via Scopus - Elsevier

Safety and efficacy of immune checkpoint inhibitors (ICIs) in cancer patients with HIV, hepatitis B, or hepatitis C viral infection

Journal for ImmunoTherapy of Cancer
2019 | Journal article
DOI: 10.1186/s40425-019-0771-1
EID:

2-s2.0-85076829464

Part of ISBN:

20511426
Contributors: Shah, N.J.; Al-Shbool, G.; Blackburn, M.; Cook, M.; Belouali, A.; Liu, S.V.; Madhavan, S.; He, A.R.; Atkins, M.B.; Gibney, G.T. et al.
Source: Self-asserted source
Anas Belouali via Scopus - Elsevier

Clinical outcome of immune related hepatitis (IrHep) in patients with advanced melanoma (AM) treated with single agent or combination immune checkpoint inhibitors (ICIs)

Annals of oncology : official journal of the European Society for Medical Oncology
2018 | Journal article
DOI: 10.1093/annonc/mdy288.093
EID:

2-s2.0-85065630240

Part of ISBN:

15698041
Contributors: Shah, N.; Puthiamadathil, J.; Serzan, M.T.; Belouali, A.; Kelly, W.J.; Ma, B.; Blackburn, M.; Knoedler, A.; OchoaGonzaelz, S.; Janni, M. et al.
Source: Self-asserted source
Anas Belouali via Scopus - Elsevier

An Internet-Based Writing Intervention for PTSD in Veterans: A Feasibility and Pilot Effectiveness Trial

Psychological Trauma: Theory, Research, Practice, and Policy
2017 | Journal article
DOI: 10.1037/tra0000176
EID:

2-s2.0-84985945022

Part of ISBN:

1942969X 19429681
Contributors: Krupnick, J.L.; Green, B.L.; Alaoui, A.; Belouali, A.; Amdur, R.; Roberge, E.; Cueva, D.; Roberts, M.; Melnikoff, E.; Dutton, M.A.
Source: Self-asserted source
Anas Belouali via Scopus - Elsevier
grade
Preferred source (of 2)‎

G-DOC Plus - An integrative bioinformatics platform for precision medicine

BMC Bioinformatics
2016 | Journal article
DOI: 10.1186/s12859-016-1010-0
EID:

2-s2.0-85007489252

Part of ISBN:

14712105
Contributors: Bhuvaneshwar, K.; Belouali, A.; Singh, V.; Johnson, R.M.; Song, L.; Alaoui, A.; Harris, M.A.; Clarke, R.; Weiner, L.M.; Gusev, Y. et al.
Source: Self-asserted source
Anas Belouali via Scopus - Elsevier

Peer review (1 review for 1 publication/grant)

Review activity for Progress in artificial intelligence. (1)
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