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543 Results Found

  • Article
  • Open Access
10 Citations
3,004 Views
14 Pages

Smart Scalable ML-Blockchain Framework for Large-Scale Clinical Information Sharing

  • Anand Singh Rajawat,
  • S. B. Goyal,
  • Pradeep Bedi,
  • Simeon Simoff,
  • Tony Jan and
  • Mukesh Prasad

25 October 2022

Large-scale clinical information sharing (CIS) provides significant advantages for medical treatments, including enhanced service standards and accelerated scheduling of health services. The current CIS suffers many challenges such as data privacy, d...

  • Article
  • Open Access
82 Citations
9,142 Views
24 Pages

Proof-of-Familiarity: A Privacy-Preserved Blockchain Scheme for Collaborative Medical Decision-Making

  • Jinhong Yang,
  • Md Mehedi Hassan Onik,
  • Nam-Yong Lee,
  • Mohiuddin Ahmed and
  • Chul-Soo Kim

1 April 2019

The current healthcare sector is facing difficulty in satisfying the growing issues, expenses, and heavy regulation of quality treatment. Surely, electronic medical records (EMRs) and protected health information (PHI) are highly sensitive, personall...

  • Article
  • Open Access
18 Citations
6,179 Views
13 Pages

Medicines Reconciliation in the Emergency Department: Important Prescribing Discrepancies between the Shared Medication Record and Patients’ Actual Use of Medication

  • Tanja Stenholdt Andersen,
  • Mia Nimb Gemmer,
  • Hayley Rose Constance Sejberg,
  • Lillian Mørch Jørgensen,
  • Thomas Kallemose,
  • Ove Andersen,
  • Esben Iversen and
  • Morten Baltzer Houlind

26 January 2022

Medication reconciliation is crucial to prevent medication errors. In Denmark, primary and secondary care physicians can prescribe medication in the same electronic prescribing system known as the Shared Medication Record (SMR). However, the SMR is n...

  • Article
  • Open Access
994 Views
15 Pages

MTLNFM: A Multi-Task Framework Using Neural Factorization Machines to Predict Patient Clinical Outcomes

  • Rui Yin,
  • Jiaxin Li,
  • Qiang Yang,
  • Xiangyu Chen,
  • Xiang Zhang,
  • Mingquan Lin,
  • Jiang Bian and
  • Ashwin Subramaniam

7 August 2025

Accurately predicting patient clinical outcomes is a complex task that requires integrating diverse factors, including individual characteristics, treatment histories, and environmental influences. This challenge is further exacerbated by missing dat...

  • Article
  • Open Access
7 Citations
8,142 Views
14 Pages

Shared Decision Aids: Increasing Patient Acceptance of Long-Acting Reversible Contraception

  • Tracy P. George,
  • Claire DeCristofaro,
  • Bonnie P. Dumas and
  • Pamela F. Murphy

10 April 2015

Unintended pregnancies are an important public health issue. Long-acting reversible contraceptive methods (LARCs) are reliable, safe, highly effective methods for most women; however they are underutilized in the United States. Shared decision aids w...

  • Article
  • Open Access
5 Citations
2,161 Views
16 Pages

10 February 2025

Digital twins are essentially digital replicas of physical entities. Their usage is becoming more common across various industries, including healthcare. However, the implementation of digital twins in healthcare is uniquely challenging. This is part...

  • Communication
  • Open Access
1 Citations
3,312 Views
9 Pages

Assessment of Information Sharing on Adverse Drug Reactions by Community Pharmacies with Other Medical Institutions

  • Daisuke Kikuchi,
  • Taku Obara,
  • Aoi Noda,
  • Gen Oyanagi,
  • Mami Ishikuro,
  • Kouji Okada and
  • Nariyasu Mano

5 February 2022

Widespread coordination and sharing of information regarding adverse drug reactions (ADRs) are important for drug safety assessment. However, the actual status of coordination and sharing of information on ADRs in community pharmacies remains unclear...

  • Article
  • Open Access
1,203 Views
14 Pages

Barriers to Leveraging Valuable Health Data for Collaborative Patient Care: How Will We Integrate Family Health Histories?

  • Laura Hays,
  • Jordan Weaver,
  • Matthew Gauger,
  • Nickie Buckner,
  • Brett Bailey,
  • Ashley Stone and
  • Lori A. Orlando

20 February 2025

We sought to incorporate a community-based solution with a family health history (FHH) clinical support program (MeTree) integrated into well-patient appointments with the novel partnership of a public health state-level health information exchange (...

  • Article
  • Open Access
6 Citations
4,394 Views
21 Pages

3 August 2021

Hypertrophic cardiomyopathy (HCM) is the most common inherited cardiovascular disease with a prevalence of 1 in 500 people and varying clinical presentations. Although there is much research on HCM, underlying molecular mechanisms are poorly understo...

  • Article
  • Open Access
6 Citations
5,228 Views
13 Pages

Common Data Model and Database System Development for the Korea Biobank Network

  • Soo-Jeong Ko,
  • Wona Choi,
  • Ki-Hoon Kim,
  • Seo-Joon Lee,
  • Haesook Min,
  • Seol-Whan Oh and
  • In Young Choi

13 December 2021

The importance of clinical information related to specimens is increasing due to the research on human biological specifications being conducted worldwide. In order to utilize data, it is necessary to define the range of data and develop a standardiz...

  • Article
  • Open Access
3 Citations
2,813 Views
11 Pages

22 December 2022

Introduction: Sharing genetic test results with different stakeholders such as family members, healthcare providers and genetic counselors (HCP/GCs), spouses/partners, and friends is a health behavior of clinical importance in genomic medicine. Metho...

  • Article
  • Open Access
1 Citations
2,647 Views
18 Pages

Pre-Implementation Assessment of a Sexual Health eClinic in Canadian Oncology Care

  • Taylor Incze,
  • Dalia Peres,
  • Steven Guirguis,
  • Sarah E. Neil-Sztramko,
  • Jackie Bender,
  • Dean Elterman,
  • Shabbir M. H. Alibhai,
  • Antonio Finelli,
  • Phil Vu Bach and
  • Andrew Matthew
  • + 12 authors

Sexual dysfunction is a prevalent and often under-addressed concern among prostate cancer survivors, significantly affecting quality of life for patients and their partners. The True North Sexual Health and Rehabilitation eClinic (SHAReClinic) is a v...

  • Article
  • Open Access
3 Citations
4,484 Views
14 Pages

Understanding the Family Context: A Qualitative Descriptive Study of Parent and NICU Clinician Experiences and Perspectives

  • Maya Dahan,
  • Leahora Rotteau,
  • Shelley Higazi,
  • Ophelia Kwayke,
  • Giselle Lai,
  • Wendy Moulsdale,
  • Lisa Sampson,
  • Jennifer Stannard,
  • Paige Terrien Church and
  • Karel O’Brien

Enabling individualized decision-making for patients requires an understanding of the family context (FC) by healthcare providers. The FC is everything that makes the family unique, from their names, preferred pronouns, family structure, cultural or...

  • Article
  • Open Access
2 Citations
975 Views
16 Pages

Balancing Privacy, Trust, and Equity: Patient Perspectives on Substance Use Disorder Data Sharing

  • Mengyi Wei,
  • Michael Todd,
  • Aimee N. C. Campbell,
  • Darwyn Chern,
  • Eric Lott,
  • Mary J. Whitfield,
  • Nick Stavros,
  • Elise Greenberg and
  • Adela Grando

Background: Sharing substance use disorder (SUD) data is essential for advancing equitable healthcare and improving outcomes for marginalized populations. However, concerns about privacy, stigma, and adherence to data privacy regulations often hinder...

  • Communication
  • Open Access
2,265 Views
15 Pages

SwissGenVar: A Platform for Clinical-Grade Interpretation of Genetic Variants to Foster Personalized Healthcare in Switzerland

  • Dennis Kraemer,
  • Dillenn Terumalai,
  • Maria Livia Famiglietti,
  • Isabel Filges,
  • Pascal Joset,
  • Samuel Koller,
  • Fabienne Maurer,
  • Stéphanie Meier,
  • Thierry Nouspikel and
  • Anita Rauch
  • + 8 authors

17 June 2024

Large-scale next-generation sequencing (NGS) germline testing is technically feasible today, but variant interpretation represents a major bottleneck in analysis workflows. This includes extensive variant prioritization, annotation, and time-consumin...

  • Meeting Report
  • Open Access
35 Citations
8,643 Views
18 Pages

Developing Clinically Relevant Dissolution Specifications for Oral Drug Products—Industrial and Regulatory Perspectives

  • Mark McAllister,
  • Talia Flanagan,
  • Karin Boon,
  • Xavier Pepin,
  • Christophe Tistaert,
  • Masoud Jamei,
  • Andreas Abend,
  • Evangelos Kotzagiorgis and
  • Claire Mackie

A meeting that was organized by the Academy of Pharmaceutical Sciences Biopharmaceutics and Regulatory Sciences focus groups focused on the challenges of Developing Clinically Relevant Dissolution Specifications (CRDS) for Oral Drug Products. Industr...

  • Review
  • Open Access
3 Citations
3,449 Views
22 Pages

Mapping of Data-Sharing Repositories for Paediatric Clinical Research—A Rapid Review

  • Mariagrazia Felisi,
  • Fedele Bonifazi,
  • Maddalena Toma,
  • Claudia Pansieri,
  • Rebecca Leary,
  • Victoria Hedley,
  • Ronald Cornet,
  • Giorgio Reggiardo,
  • Annalisa Landi and
  • Adriana Ceci
  • + 6 authors

20 April 2024

The reuse of paediatric individual patient data (IPD) from clinical trials (CTs) is essential to overcome specific ethical, regulatory, methodological, and economic issues that hinder the progress of paediatric research. Sharing data through reposito...

  • Article
  • Open Access
15 Citations
7,696 Views
12 Pages

Development of a Strategic Tool for Shared Decision-Making in the Use of Antidepressants among Patients with Major Depressive Disorder: A Focus Group Study

  • Syahrir Zaini,
  • Harvin Anbu Manivanna Bharathy,
  • Ahmad Hatim Sulaiman,
  • Jesjeet Singh Gill,
  • Koh Ong Hui,
  • Hasniza Zaman Huri,
  • Siti Hadijah Shamsudin and
  • Ng Chong Guan

Shared decision-making (SDM) has been recognized as an important tool in the mental health field and considered as a crucial component of patient-centered care. Therefore, the purpose of this study was to develop a strategic tool towards the promotio...

  • Article
  • Open Access
5 Citations
4,819 Views
13 Pages

Topographic Reconfiguration of Local and Shared Information in Anesthetic-Induced Unconsciousness

  • Heonsoo Lee,
  • Zirui Huang,
  • Xiaolin Liu,
  • UnCheol Lee and
  • Anthony G. Hudetz

10 July 2018

Theoretical consideration predicts that the alteration of local and shared information in the brain is a key element in the mechanism of anesthetic-induced unconsciousness. Ordinal pattern analysis, such as permutation entropy (PE) and symbolic mutua...

  • Perspective
  • Open Access
1 Citations
1,390 Views
10 Pages

Sharing Data and Transferring Samples Within Pediatric Clinical Studies: How to Overcome Challenges and Make Them a Science Opportunity

  • Annalisa Landi,
  • Federica D’Ambrosio,
  • Silvia Faggion,
  • Francesca Rocchi,
  • Carla Paganin,
  • Maria Grazia Lain,
  • Adriana Ceci and
  • Viviana Giannuzzi

6 December 2024

EPIICAL (Early treated Perinatally HIV-Infected individuals: Improving Children’s Actual Life) is a consortium of European and non-European research-driven organizations inter-connected with the aim of establishing a clinical and experimental p...

  • Article
  • Open Access
2 Citations
2,252 Views
19 Pages

Critical Analysis and Quality Assessment of Nanomedicines and Nanocarriers in Clinical Trials: Three Years of Activity at the Clinical Trials Office

  • Diego Alejandro Dri,
  • Elisa Gaucci,
  • Ilaria Torrieri,
  • Maria Carafa,
  • Carlotta Marianecci and
  • Donatella Gramaglia

Investigational medicinal products submitted over the course of 3 years and authorized at the Clinical Trials Office of the Italian Medicines Agency as part of a request for authorization of clinical trials were scrutinized to identify those encompas...

  • Perspective
  • Open Access
7 Citations
5,435 Views
25 Pages

Improving the Quality and Utility of Electronic Health Record Data through Ontologies

  • Asiyah Yu Lin,
  • Sivaram Arabandi,
  • Thomas Beale,
  • William D. Duncan,
  • Amanda Hicks,
  • William R. Hogan,
  • Mark Jensen,
  • Ross Koppel,
  • Catalina Martínez-Costa and
  • Stefan Schulz
  • + 8 authors

15 September 2023

The translational research community, in general, and the Clinical and Translational Science Awards (CTSA) community, in particular, share the vision of repurposing EHRs for research that will improve the quality of clinical practice. Many members of...

  • Article
  • Open Access
16 Citations
5,244 Views
16 Pages

12 November 2021

This study explores perceptions and preferences on receiving genetic risk information about hereditary cancer risk in members of the Swedish public. We conducted qualitative content analysis of five focus group discussions with participants (n = 18)...

  • Article
  • Open Access
42 Citations
11,195 Views
13 Pages

Patient Involvement in Shared Decision-Making: Do Patients Rate Physicians and Nurses Differently?

  • Maura Galletta,
  • Maria Francesca Piazza,
  • Stefania Luisa Meloni,
  • Elsa Chessa,
  • Ilenia Piras,
  • Judith E. Arnetz and
  • Ernesto D’Aloja

Background. Shared decision-making implies that patients and healthcare professionals make decisions together about clinical exams, available treatments, choice of options, and the benefit or downside of every choice. Patients involved in the shared...

  • Article
  • Open Access
3,205 Views
25 Pages

Teams, Tools, Processes and Resources to Manage Oncologic Clinical Decision Support: Lessons Learned from City of Hope’s Multistate, Academic, and Community Oncology Enterprise

  • Linda D. Bosserman,
  • YiHsuan Lin,
  • Sepideh Shayani,
  • Brian Moore,
  • Denise Morse,
  • Emmanuel Enwere,
  • Vijay Trisal and
  • Wafa Samara

17 March 2025

Background/Objectives: Clinical decision support systems (CDSSs) consisting of Computerized Physician Order Entry (CPOE) and oncology pathways serve as the foundation of high-quality cancer care. However, the resources needed to develop and maintain...

  • Article
  • Open Access
9 Citations
3,919 Views
24 Pages

Deep Multi-Modal Skin-Imaging-Based Information-Switching Network for Skin Lesion Recognition

  • Yingzhe Yu,
  • Huiqiong Jia,
  • Li Zhang,
  • Suling Xu,
  • Xiaoxia Zhu,
  • Jiucun Wang,
  • Fangfang Wang,
  • Lianyi Han,
  • Haoqiang Jiang and
  • Chao Xin
  • + 1 author

The rising prevalence of skin lesions places a heavy burden on global health resources and necessitates an early and precise diagnosis for successful treatment. The diagnostic potential of recent multi-modal skin lesion detection algorithms is limite...

  • Review
  • Open Access
11 Citations
312 Views
21 Pages

The purpose of this paper is to share information about the digit-(thumb/finger) sucking behavior including how it begins; the biological, psychological and physiological connections; how it becomes perpetuated; problems related to prolonged sucking...

  • Commentary
  • Open Access
14 Citations
3,092 Views
5 Pages

30 July 2021

The detection of phleboviruses (family: Phenuiviridae) in human samples is challenged by the overall diversity and genetic complexity of clinically relevant strains, their predominantly nondescript clinical associations, and a related lack of awarene...

  • Article
  • Open Access
822 Views
22 Pages

28 September 2025

Background/Objectives: Cancer is a leading cause of death for Aboriginal and Torres Strait Islander people, with remoteness increasing the risk for poorer outcomes. Primary health care (PHC) clinics have an important role in cancer screening, diagnos...

  • Article
  • Open Access
3,261 Views
17 Pages

Measuring Relevant Information in Health Social Network Conversations and Clinical Diagnosis Cases

  • Albert Moreira,
  • Raul Alonso-Calvo,
  • Alberto Muñoz and
  • José Crespo

The Internet and social media is an enormous source of information. Health social networks and online collaborative environments enable users to create shared content that afterwards can be discussed. The aim of this paper is to present a novel metho...

  • Review
  • Open Access
17 Citations
5,638 Views
31 Pages

28 November 2024

From a detailed review of 90 experimental and clinical metabolomic investigations of obesity and metabolic dysfunction-associated steatotic liver disease (MASLD), we have developed metabolomic hallmarks for both obesity and MASLD. Obesity studies wer...

  • Protocol
  • Open Access
1,150 Views
14 Pages

The LUNET Project: Developing the Italian Systemic Erythematous Lupus Network

  • Ilaria Mormile,
  • Luisa Brussino,
  • Giorgio Walter Canonica,
  • Francesca Cortini,
  • Maria Teresa Costantino,
  • Lorenzo Dagna,
  • Stefano Del Giacco,
  • Francesca Della Casa,
  • Mario Di Gioacchino and
  • Amato de Paulis
  • + 10 authors

2 September 2025

Systemic lupus erythematosus (SLE) is a complex autoimmune disease that affects multiple organs and systems with a broad and heterogeneous spectrum of clinical manifestations. National disease-specific datasets and registries are crucial for clinical...

  • Article
  • Open Access
1 Citations
1,599 Views
30 Pages

This study proposes DtMin, a novel protocol for implementing data minimization principles in medical information sharing between healthcare providers (HCPs) and electronic health record providers (EHRPs). DtMin utilizes a multi-type encryption approa...

  • Review
  • Open Access
5 Citations
4,237 Views
12 Pages

Shared Decision Making in Acute Pain Management in Patients with Opioid Use Disorder: A Scoping Review

  • Peter D. Vu,
  • Aila Malik,
  • A. Sarah Cohen,
  • Vishal Bansal,
  • Morgan R. Cowan,
  • Gregory M. Blazek and
  • Tiffany Champagne-Langabeer

19 May 2023

The treatment of acute pain over the years has changed with increasing alternative therapies and increased scrutiny of opioid prescriptions. Shared Decision Making (SDM) has become a vital tool in increasing patient engagement and satisfaction in tre...

  • Conference Report
  • Open Access
1 Citations
2,525 Views
13 Pages

The REthinking Clinical Trials Program Retreat 2023: Creating Partnerships to Optimize Quality Cancer Care

  • Ana-Alicia Beltran-Bless,
  • Mark Clemons,
  • Lisa Vandermeer,
  • Khaled El Emam,
  • Terry L. Ng,
  • Sharon McGee,
  • Arif Ali Awan,
  • Gregory Pond,
  • Julie Renaud and
  • Marie-France Savard
  • + 2 authors

6 March 2024

Patients, families, healthcare providers and funders face multiple comparable treatment options without knowing which provides the best quality of care. As a step towards improving this, the REthinking Clinical Trials (REaCT) pragmatic trials program...

  • Review
  • Open Access
486 Citations
37,083 Views
33 Pages

High-Grade Serous Ovarian Cancer: Basic Sciences, Clinical and Therapeutic Standpoints

  • Michael-Antony Lisio,
  • Lili Fu,
  • Alicia Goyeneche,
  • Zu-hua Gao and
  • Carlos Telleria

22 February 2019

Among a litany of malignancies affecting the female reproductive tract, that of the ovary is the most frequently fatal. Moreover, while the steady pace of scientific discovery has fuelled recent ameliorations in the outcomes of many other cancers, th...

  • Review
  • Open Access
1,847 Views
20 Pages

Unraveling the Link Between Aortic Stenosis and Atherosclerosis: What Have We Learned?

  • Corina Cinezan,
  • Camelia Bianca Rus and
  • Ioana Tiberia Ilias

30 July 2025

Background: Aortic stenosis (AS) has long been considered a degenerative disease and is typically diagnosed in older men at an advanced stage. However, accumulating evidence has highlighted the similarities between AS and atherosclerosis, particularl...

  • Article
  • Open Access
18 Citations
4,411 Views
12 Pages

Willingness to Participate in Vaccine-Related Clinical Trials among Older Adults

  • Divyanshu Raheja,
  • Evelyn P. Davila,
  • Eric T. Johnson,
  • Rijalda Deović,
  • Michele Paine and
  • Nadine Rouphael

The purpose of this study is to understand among a convenience sample of 400 adults aged 60 years of age or older (1) reasons for being willing or unwilling to participate in a vaccine clinical research study and (2) overall perceptions about vaccine...

  • Article
  • Open Access
48 Citations
5,875 Views
21 Pages

Secure Healthcare Record Sharing Mechanism with Blockchain

  • Ghulam Qadar Butt,
  • Toqeer Ali Sayed,
  • Rabia Riaz,
  • Sanam Shahla Rizvi and
  • Anand Paul

23 February 2022

The transfer of information is a demanding issue, particularly due to the presence of a large number of eavesdroppers on communication channels. Sharing medical service records between different clinical jobs is a basic and testing research topic. Th...

  • Article
  • Open Access
3 Citations
3,785 Views
8 Pages

Newborn Screening Long Term Follow-Up in the Medical Home

  • Deborah Badawi,
  • Katharine Bisordi,
  • Marilyn J. Timmel,
  • Scott Sorongon and
  • Erin Strovel

This demonstration project explored the feasibility of utilizing data from pediatric primary care providers to evaluate the long-term outcomes of children with disorders identified by newborn screening (NBS). Compliance with national guidelines for c...

  • Perspective
  • Open Access
1,175 Views
11 Pages

Applying Race and Ethnicity in Health Disparities Research

  • Keith C. Norris,
  • Matthew F. Hudson,
  • M. Roy Wilson,
  • Genevieve L. Wojcik,
  • Elizabeth O. Ofili and
  • Jerris R. Hedges

Health professionals commonly reference race and ethnicity to inform health care and administrative decisions. However, health researchers (and, arguably, society at large) misapply race and ethnicity when assuming an inherent relationship of these c...

  • Article
  • Open Access
6 Citations
1,273 Views
26 Pages

25 May 2025

Clinical text classification presents significant challenges in healthcare informatics due to inherent asymmetries in domain-specific terminology, knowledge distribution across specialties, and imbalanced data availability. We introduce MTTL-Clinical...

  • Editorial
  • Open Access
2 Citations
1,550 Views
4 Pages

4 January 2023

Following breakthrough achievements in molecular neurosciences, the current decade witnesses a trend toward interdisciplinary and multimodal development. Supplementation of neurosciences with tools from computer science solidifies previous knowledge...

  • Article
  • Open Access
3 Citations
5,358 Views
26 Pages

Impacts of Data Synthesis: A Metric for Quantifiable Data Standards and Performances

  • Gunjan Chandra,
  • Pekka Siirtola,
  • Satu Tamminen,
  • Mikael J. Knip,
  • Riitta Veijola and
  • Juha Röning

11 December 2022

Clinical data analysis could lead to breakthroughs. However, clinical data contain sensitive information about participants that could be utilized for unethical activities, such as blackmailing, identity theft, mass surveillance, or social engineerin...

  • Article
  • Open Access
663 Views
24 Pages

Machine Learning-Enhanced Architecture Model for Integrated and FHIR-Based Health Data

  • Nadia Brancati,
  • Teresa Conte,
  • Simona De Pietro,
  • Martina Russo and
  • Mario Sicuranza

2 December 2025

The widespread fragmentation of patient information across heterogeneous systems and the lack of standardized integration mechanisms hinder efficient and comprehensive medical diagnostics. To address these limitations, this work presents an architect...

  • Article
  • Open Access
12 Citations
5,860 Views
25 Pages

Secured Secret Sharing of QR Codes Based on Nonnegative Matrix Factorization and Regularized Super Resolution Convolutional Neural Network

  • Ramesh Velumani,
  • Hariharasitaraman Sudalaimuthu,
  • Gaurav Choudhary,
  • Srinivasan Bama,
  • Maranthiran Victor Jose and
  • Nicola Dragoni

12 April 2022

Advances in information technology have harnessed the application of Quick Response (QR) codes in day-to-day activities, simplifying information exchange. QR codes are witnessed almost everywhere, on consumables, newspapers, information bulletins, et...

  • Article
  • Open Access
12 Citations
1,535 Views
12 Pages

Patient Decision Aid for Contralateral Prophylactic Mastectomy for Use in the Consultation: A Feasibility Study

  • J.E. Squires,
  • D. Stacey,
  • M. Coughlin,
  • M. Greenough,
  • A. Roberts,
  • K. Dorrance,
  • M. Clemons,
  • J.M. Caudrelier,
  • I.D. Graham and
  • A. Arnaout
  • + 2 authors

1 April 2019

Background: Rates of contralateral prophylactic mastectomy (CPM) continue to rise internationally despite evidence-based guidance strongly discouraging its use in most women with unilateral breast cancer. The purpose of the present study was to devel...

  • Article
  • Open Access
1 Citations
1,475 Views
11 Pages

Prognostic Role of Clinical Features of Moderate Forms of COVID-19 Requiring Hospitalization

  • Antigona Carmen Trofor,
  • Andrei Tudor Cernomaz,
  • Lucia Maria Lotrean,
  • Radu Adrian Crișan-Dabija,
  • Jose L. Penalvo,
  • Oana Elena Melinte,
  • Daniela Robu Popa and
  • Milena Adina Man

Introduction: We aimed to characterize the clinical features of moderate forms of COVID-19 requiring hospitalization and potentially identify predictors for unfavorable outcomes. Methods: Pooled anonymized clinical data from 452 COVID-19 patients hos...

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