Explainable artificial intelligence (XAI) with IoHT for smart healthcare: A review

S Bharati, MRH Mondal, P Podder, U Kose - … Cognitive Internet of Things …, 2023 - Springer
Discussing the use of artificial intelligence (AI) in healthcare, explainability is a highly
contentious topic. AI-powered systems may be superior at certain analytical tasks, but their …

[HTML][HTML] Shared decision-making and the duration of medical consultations: a systematic review and meta-analysis

H van Veenendaal, G Chernova, CMB Bouman… - Patient education and …, 2023 - Elsevier
Objective 1) determine whether increased levels of Shared Decision-Making (SDM) affect
consultation duration, 2) investigate the intervention characteristics involved. Methods …

Explainability for artificial intelligence in healthcare: a multidisciplinary perspective

J Amann, A Blasimme, E Vayena, D Frey… - BMC medical informatics …, 2020 - Springer
Background Explainability is one of the most heavily debated topics when it comes to the
application of artificial intelligence (AI) in healthcare. Even though AI-driven systems have …

Shared decision-making as a method of care

VM Montori, MM Ruissen, IG Hargraves… - BMJ evidence-based …, 2023 - ebm.bmj.com
Care happens in interaction between the patient and the clinician, in conversation where the
patient and clinician uncover or develop a shared understanding of the problematic situation …

Do consultants do what they say they do? Observational study of the extent to which clinicians involve their patients in the decision-making process

EM Driever, AM Stiggelbout, PLP Brand - BMJ open, 2022 - bmjopen.bmj.com
Objectives To assess whether consultants do what they say they do in reaching decisions
with their patients. Design Cross-sectional analysis of hospital outpatient encounters …

Shared decision making in cardiac electrophysiology procedures and arrhythmia management

MK Chung, A Fagerlin, PJ Wang, TB Ajayi… - Circulation …, 2021 - Am Heart Assoc
Shared decision making (SDM) has been advocated to improve patient care, patient
decision acceptance, patient-provider communication, patient motivation, adherence, and …

Nurses' perspective on their involvement in decision‐making about life‐prolonging treatments: A quantitative survey study

SAM Arends, M Thodé, AJE De Veer… - Journal of advanced …, 2022 - Wiley Online Library
Aims In hospital settings, decisions about potentially life‐prolonging treatments are often
made in a dialogue between a patient and their physician, with a focus on active treatment …

The impact of shared decision making on time consumption and clinical decisions. A prospective cohort study

SR Søndergaard, PH Madsen, O Hilberg… - Patient education and …, 2021 - Elsevier
Objective Concerns of increased time consumption and of the impact on clinical decisions
may restrain doctors from shared decision making (SDM). This paper evaluates consultation …

[HTML][HTML] Computer-based decision tools for shared therapeutic decision-making in oncology: systematic review

A Yung, J Kay, P Beale, KA Gibson, T Shaw - JMIR cancer, 2021 - cancer.jmir.org
Background Therapeutic decision-making in oncology is a complex process because
physicians must consider many forms of medical data and protocols. Another challenge for …

Is shared decision-making associated with better patient-reported outcomes? A longitudinal study of patients undergoing total joint arthroplasty

EA Chrenka, LI Solberg, SE Asche… - Clinical Orthopaedics …, 2022 - journals.lww.com
Background Although shared decision-making (SDM) has knowledge and satisfaction
benefits for patients and is promising, we lack data demonstrating that SDM is associated …