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Recent work has demonstrated the promise of conversational AI systems for diagnostic dialogue.
“Medical records that guide and teach”
Lawrence Weed · 1968
Earlier work this paper cites.
“Medical records that guide and teach”
Lawrence Weed · 1968
Earlier work this paper cites.
“Relative contributions of history-taking, physical examination, and laboratory investigation to diagnosis and management of medical outpatients.”
John Hampton, MJ Harrison, John Mitchell, Jane Prichard and Carol Seymour · 1975
Earlier work this paper cites.
“Relative contributions of history-taking, physical examination, and laboratory investigation to diagnosis and management of medical outpatients.”
John Hampton, MJ Harrison, John Mitchell, Jane Prichard and Carol Seymour · 1975
Earlier work this paper cites.
“Computer-based medical consultations, MYCIN”, 1976
Edward. Shortliffe · 1976
Earlier work this paper cites.
“Computer-based medical consultations, MYCIN”, 1976
Edward. Shortliffe · 1976
Earlier work this paper cites.
“Internist-1, an experimental computer-based diagnostic consultant for general internal medicine.”
R.. Miller, Harry. Pople and Jack. Myers · 1982
Earlier work this paper cites.
“Internist-1, an experimental computer-based diagnostic consultant for general internal medicine.”
R.. Miller, Harry. Pople and Jack. Myers · 1982
Earlier work this paper cites.
“Development of NASA-TLX (Task Load Index): Results of Empirical and Theoretical Research”
S.. Hart and Lowell. Staveland · 1988
Earlier work this paper cites.
“Development of NASA-TLX (Task Load Index): Results of Empirical and Theoretical Research”
S.. Hart and Lowell. Staveland · 1988
Earlier work this paper cites.
“Development of NASA-TLX (Task Load Index): Results of Empirical and Theoretical Research”
S.. Hart and Lowell. Staveland · 1988
Earlier work this paper cites.
“Development of NASA-TLX (Task Load Index): Results of Empirical and Theoretical Research”
S.. Hart and Lowell. Staveland · 1988
Earlier work this paper cites.
“Patient-centred interviewing part I: understanding patients’ experiences”
W Weston, J Brown and M Stewart · 1989
Earlier work this paper cites.
“Patient-centred interviewing part I: understanding patients’ experiences”
W Weston, J Brown and M Stewart · 1989
Earlier work this paper cites.
“The Objective Structured Clinical Examination. The new gold standard for evaluating postgraduate clinical performance.”
David Sloan, Michael Donnelly, Richard Schwartz and William Strodel · 1995
Earlier work this paper cites.
“The Objective Structured Clinical Examination. The new gold standard for evaluating postgraduate clinical performance.”
David Sloan, Michael Donnelly, Richard Schwartz and William Strodel · 1995
Earlier work this paper cites.
“The objective structured clinical examination: a step in the direction of competency-based evaluation”
Carol Carraccio and Robert Englander · 2000
Earlier work this paper cites.
“The objective structured clinical examination: a step in the direction of competency-based evaluation”
Carol Carraccio and Robert Englander · 2000
Earlier work this paper cites.
“MRCP (UK) PART 2 Clinical Examination (PACES): a review of the first four examination sessions (June 2001–July 2002)”
Jane Dacre, Mike Besser and Patricia White · 2003
Earlier work this paper cites.
“MRCP (UK) PART 2 Clinical Examination (PACES): a review of the first four examination sessions (June 2001–July 2002)”
Jane Dacre, Mike Besser and Patricia White · 2003
Earlier work this paper cites.
“Does familiarity breed respect? Physician attitudes toward nurse practitioners in a medically underserved state”
Debra Street and Jeralynn Cossman · 2010
Earlier work this paper cites.
“Does familiarity breed respect? Physician attitudes toward nurse practitioners in a medically underserved state”
Debra Street and Jeralynn Cossman · 2010
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“The objective structured clinical exam (OSCE): A qualitative study exploring the healthcare student’s experience”
Susan Fidment · 2012
Earlier work this paper cites.
“Assessing Electronic Note Quality Using the Physician Documentation Quality Instrument (PDQI-9)”
Peter. Stetson, Suzanne Bakken, Jesse. Wrenn and Eugenia Siegler · 2012
Earlier work this paper cites.
“Quality of outpatient clinical notes: a stakeholder definition derived through qualitative research”
Janice. Hanson, Mark. Stephens, Louis. Pangaro and Ronald. Gimbel · 2012
Earlier work this paper cites.
“Assessing electronic note quality using the Physician Documentation Quality Instrument (PDQI-9)”
Peter Stetson, Suzanne Bakken, Jesse Wrenn and Eugenia Siegler · 2012
Earlier work this paper cites.
“The objective structured clinical exam (OSCE): A qualitative study exploring the healthcare student’s experience”
Susan Fidment · 2012
Earlier work this paper cites.
“Assessing Electronic Note Quality Using the Physician Documentation Quality Instrument (PDQI-9)”
Peter. Stetson, Suzanne Bakken, Jesse. Wrenn and Eugenia Siegler · 2012
Earlier work this paper cites.
“Quality of outpatient clinical notes: a stakeholder definition derived through qualitative research”
Janice. Hanson, Mark. Stephens, Louis. Pangaro and Ronald. Gimbel · 2012
Earlier work this paper cites.
“Assessing electronic note quality using the Physician Documentation Quality Instrument (PDQI-9)”
Peter Stetson, Suzanne Bakken, Jesse Wrenn and Eugenia Siegler · 2012
Earlier work this paper cites.
““Best practice” for patient-centered communication: a narrative review”
Ann King and Ruth Hoppe · 2013
Earlier work this paper cites.
“Subjective and objective quantification of physician’s workload and performance during radiation therapy planning tasks”
Lukasz Mazur, Prithima Mosaly, Lesley Hoyle, Ellen Jones and Lawrence Marks · 2013
Earlier work this paper cites.
“Views and experiences of nurse practitioners and medical practitioners with collaborative practice in primary health care–an integrative review”
Verena Schadewaldt, Elizabeth McInnes, Janet Hiller and Anne Gardner · 2013
Earlier work this paper cites.
“Interview techniques for UX practitioners: A user-centered design method”
Chauncey Wilson · 2013
Earlier work this paper cites.
“Co-Design as a Process of Joint Inquiry and Imagination”
Marc Steen · 2013
Earlier work this paper cites.
““Best practice” for patient-centered communication: a narrative review”
Ann King and Ruth Hoppe · 2013
Earlier work this paper cites.
“Subjective and objective quantification of physician’s workload and performance during radiation therapy planning tasks”
Lukasz Mazur, Prithima Mosaly, Lesley Hoyle, Ellen Jones and Lawrence Marks · 2013
Earlier work this paper cites.
“Views and experiences of nurse practitioners and medical practitioners with collaborative practice in primary health care–an integrative review”
Verena Schadewaldt, Elizabeth McInnes, Janet Hiller and Anne Gardner · 2013
Earlier work this paper cites.
“Interview techniques for UX practitioners: A user-centered design method”
Chauncey Wilson · 2013
Earlier work this paper cites.
“Co-Design as a Process of Joint Inquiry and Imagination”
Marc Steen · 2013
Earlier work this paper cites.
“Bringing science to medicine: an interview with Larry Weed, inventor of the problem-oriented medical record”
Adam Wright, Dean Sittig, Julie McGowan, Joan Ash and Lawrence Weed · 2014
Earlier work this paper cites.
“QNOTE: an instrument for measuring the quality of EHR clinical notes”
Harry Burke, Albert Hoang, Dorothy Becher, Paul Fontelo, Fang Liu, Mark Stephens, Louis Pangaro, Laura Sessums, Patrick O’Malley and Nancy Baxi · 2014
Earlier work this paper cites.
“Role clarification processes for better integration of nurse practitioners into primary healthcare teams: A multiple-case study”
Isabelle Brault, Kelley Kilpatrick, Danielle D’Amour, Damien Contandriopoulos, Véronique Chouinard, Carl-Ardy Dubois, Mélanie Perroux and Marie-Dominique Beaulieu · 2014
Earlier work this paper cites.
“Understanding evidence-based diagnosis”
Michael Kohn · 2014
Earlier work this paper cites.
“Bringing science to medicine: an interview with Larry Weed, inventor of the problem-oriented medical record”
Adam Wright, Dean Sittig, Julie McGowan, Joan Ash and Lawrence Weed · 2014
Earlier work this paper cites.
“QNOTE: an instrument for measuring the quality of EHR clinical notes”
Harry Burke, Albert Hoang, Dorothy Becher, Paul Fontelo, Fang Liu, Mark Stephens, Louis Pangaro, Laura Sessums, Patrick O’Malley and Nancy Baxi · 2014
Earlier work this paper cites.
“Role clarification processes for better integration of nurse practitioners into primary healthcare teams: A multiple-case study”
Isabelle Brault, Kelley Kilpatrick, Danielle D’Amour, Damien Contandriopoulos, Véronique Chouinard, Carl-Ardy Dubois, Mélanie Perroux and Marie-Dominique Beaulieu · 2014
Earlier work this paper cites.
“Understanding evidence-based diagnosis”
Michael Kohn · 2014
Earlier work this paper cites.
“The IDEA assessment tool: assessing the reporting, diagnostic reasoning, and decision-making skills demonstrated in medical students’ hospital admission notes”
Elizabeth Baker, Cynthia Ledford, Louis Fogg, David Way and Yoon Park · 2015
Earlier work this paper cites.
“Teaching history taking to medical students: a systematic review”
Katharina Keifenheim, Martin Teufel, Julianne Ip, Natalie Speiser, Elisabeth Leehr, Stephan Zipfel and Anne Herrmann-Werner · 2015
Earlier work this paper cites.
“Collective intelligence meets medical decision-making: the collective outperforms the best radiologist”
Max Wolf, Jens Krause, Patricia Carney, Andy Bogart and Ralf Kurvers · 2015
Earlier work this paper cites.
“A process-based framework to guide nurse practitioners integration into primary healthcare teams: results from a logic analysis”
Damien Contandriopoulos, Astrid Brousselle, Carl-Ardy Dubois, Mélanie Perroux, Marie-Dominique Beaulieu, Isabelle Brault, Kelley Kilpatrick, Danielle D’Amour and Esther Sansgter-Gormley · 2015
Earlier work this paper cites.
“Using clinical supervision to improve the quality and safety of patient care: a response to Berwick and Francis”
Jonathon Tomlinson · 2015
Earlier work this paper cites.
“The IDEA assessment tool: assessing the reporting, diagnostic reasoning, and decision-making skills demonstrated in medical students’ hospital admission notes”
Elizabeth Baker, Cynthia Ledford, Louis Fogg, David Way and Yoon Park · 2015
Earlier work this paper cites.
“Teaching history taking to medical students: a systematic review”
Katharina Keifenheim, Martin Teufel, Julianne Ip, Natalie Speiser, Elisabeth Leehr, Stephan Zipfel and Anne Herrmann-Werner · 2015
Earlier work this paper cites.
“Collective intelligence meets medical decision-making: the collective outperforms the best radiologist”
Max Wolf, Jens Krause, Patricia Carney, Andy Bogart and Ralf Kurvers · 2015
Earlier work this paper cites.
“A process-based framework to guide nurse practitioners integration into primary healthcare teams: results from a logic analysis”
Damien Contandriopoulos, Astrid Brousselle, Carl-Ardy Dubois, Mélanie Perroux, Marie-Dominique Beaulieu, Isabelle Brault, Kelley Kilpatrick, Danielle D’Amour and Esther Sansgter-Gormley · 2015
Earlier work this paper cites.
“Using clinical supervision to improve the quality and safety of patient care: a response to Berwick and Francis”
Jonathon Tomlinson · 2015
Earlier work this paper cites.
“Bates’ Guide to Physical Examination and History Taking”, 2016
Lynn. Facp · 2016
Earlier work this paper cites.
“How to keep good clinical records”
Alexander. Mathioudakis, Ilona Rousalova, Ane Gagnat, Neil Saad and Georgia Hardavella · 2016
Earlier work this paper cites.
“What’s next?: Cognitive task analysis of emergency physicians’ experience in multi-patient environments”
Teresa-Yee Chan · 2016
Earlier work this paper cites.
“Unpacking the complexity of patient handoffs through the lens of cognitive load theory”
John Young, Olle Ten, Patricia O’Sullivan and David Irby · 2016
Earlier work this paper cites.
“Bates’ Guide to Physical Examination and History Taking”, 2016
Lynn. Facp · 2016
Earlier work this paper cites.
“How to keep good clinical records”
Alexander. Mathioudakis, Ilona Rousalova, Ane Gagnat, Neil Saad and Georgia Hardavella · 2016
Earlier work this paper cites.
“What’s next?: Cognitive task analysis of emergency physicians’ experience in multi-patient environments”
Teresa-Yee Chan · 2016
Earlier work this paper cites.
“Unpacking the complexity of patient handoffs through the lens of cognitive load theory”
John Young, Olle Ten, Patricia O’Sullivan and David Irby · 2016
Earlier work this paper cites.
“The role of physician oversight on advanced practice nurses’ professional autonomy and empowerment”
Polly Petersen and Sandra. Way · 2017
Earlier work this paper cites.
“Overview of the medical question answering task at TREC 2017 LiveQA.”
Asma Abacha, Eugene Agichtein, Yuval Pinter and Dina Demner-Fushman · 2017
Earlier work this paper cites.
“The 9-Item Physician Documentation Quality Instrument (PDQI-9) score is not useful in evaluating EMR (scribe) note quality in Emergency Medicine”
Katherine Walker, Andrew Wang, William Dunlop, Hamish Rodda, Michael Ben-Meir and Margaret Staples · 2017
Earlier work this paper cites.
“Knowing your limits: A qualitative study of physician and nurse practitioner perspectives on NP independence in primary care”
Elena Kraus and James DuBois · 2017
Earlier work this paper cites.
“The role of physician oversight on advanced practice nurses’ professional autonomy and empowerment”
Polly Petersen and Sandra. Way · 2017
Earlier work this paper cites.
“Overview of the medical question answering task at TREC 2017 LiveQA.”
Asma Abacha, Eugene Agichtein, Yuval Pinter and Dina Demner-Fushman · 2017
Earlier work this paper cites.
“The 9-Item Physician Documentation Quality Instrument (PDQI-9) score is not useful in evaluating EMR (scribe) note quality in Emergency Medicine”
Katherine Walker, Andrew Wang, William Dunlop, Hamish Rodda, Michael Ben-Meir and Margaret Staples · 2017
Earlier work this paper cites.
“Knowing your limits: A qualitative study of physician and nurse practitioner perspectives on NP independence in primary care”
Elena Kraus and James DuBois · 2017
Earlier work this paper cites.
“Nurse Practitioner–Physician Comanagement: A Theoretical Model to Alleviate Primary Care Strain”
Allison. Norful, Krystyna de Jacq, Richard Carlino and Lusine Poghosyan · 2018
Earlier work this paper cites.
“Safety of patient-facing digital symptom checkers”
Hamish Fraser, Enrico Coiera and David Wong · 2018
Earlier work this paper cites.
“Impact of the communication and patient hand-off tool SBAR on patient safety: a systematic review”
Martin Müller, Jonas Jürgens, Marcus Redaèlli, Karsten Klingberg, Wolf Hautz and Stephanie Stock · 2018
Earlier work this paper cites.
“Added value of double reading in diagnostic radiology,a systematic review”
Håkan Geijer and Mats Geijer · 2018
Earlier work this paper cites.
“Managing multiplicity: Conceptualizing physician cognition in multipatient environments”
Teresa Chan, Mathew Mercuri, Kenneth Van, Jonathan Sherbino, Alan Schwartz, Geoff Norman and Matthew Lineberry · 2018
Earlier work this paper cites.
“Nurse Practitioner–Physician Comanagement: A Theoretical Model to Alleviate Primary Care Strain”
Allison. Norful, Krystyna de Jacq, Richard Carlino and Lusine Poghosyan · 2018
Earlier work this paper cites.
“Safety of patient-facing digital symptom checkers”
Hamish Fraser, Enrico Coiera and David Wong · 2018
Earlier work this paper cites.
“Impact of the communication and patient hand-off tool SBAR on patient safety: a systematic review”
Martin Müller, Jonas Jürgens, Marcus Redaèlli, Karsten Klingberg, Wolf Hautz and Stephanie Stock · 2018
Earlier work this paper cites.
“Added value of double reading in diagnostic radiology,a systematic review”
Håkan Geijer and Mats Geijer · 2018
Earlier work this paper cites.
“Managing multiplicity: Conceptualizing physician cognition in multipatient environments”
Teresa Chan, Mathew Mercuri, Kenneth Van, Jonathan Sherbino, Alan Schwartz, Geoff Norman and Matthew Lineberry · 2018
Earlier work this paper cites.
“Barriers and facilitators to the implementation of the advanced nurse practitioner role in primary care settings: A scoping review.”
Claire Torrens, Pauline Campbell, Gaylor Hoskins, Heather Strachan, Mary Wells, Maggie Cunningham, Hannah Bottone, Rob Polson and Margaret Maxwell · 2019
Cited alongside, same era.
“Matrix specification of Core Clinical Conditions for the Physician Assistant by category of level of competence (WORKING DOCUMENT TO BE READ IN CONJUNCTION WITH THE COMPETENCE AND CURRICULUM FRAMEWORK FOR THE PHYSICIAN ASSISTANT, DH SEPTEMBER 2006)”
Department of Health and NHS · 2019
Cited alongside, same era.
“Bad bots: how should doctors respond to untested technologies?”
Stephen Bradley · 2019
Cited alongside, same era.
“Challenges and opportunities to improve the clinician experience reviewing electronic progress notes”
Gretchen Hultman, Jenna Marquard, Elizabeth Lindemann, Elliot Arsoniadis, Serguei Pakhomov and Genevieve Melton · 2019
Cited alongside, same era.
“Lost in the middle: How language models use long contexts”
Nelson Liu, Kevin Lin, John Hewitt, Ashwin Paranjape, Michele Bevilacqua, Fabio Petroni and Percy Liang · 2023
Later among the works it cites.
“Judging LLM-as-a-judge with MT-Bench and Chatbot Arena”
Lianmin Zheng, Wei-Lin Chiang, Ying Sheng, Siyuan Zhuang, Zhanghao Wu, Yonghao Zhuang, Zi Lin, Zhuohan Li, Dacheng Li, Eric. Xing, Haotong Zhang, Joseph. Gonzalez and Ion Stoica · 2023
Later among the works it cites.
“Clinical BERTScore: An Improved Measure of Automatic Speech Recognition Performance in Clinical Settings”
Joel Shor, Ruyue Bi, Subhashini Venugopalan, Steven Ibara, Roman Goldenberg and Ehud Rivlin · 2023
Later among the works it cites.
“Diagnostic accuracy of artificial intelligence in virtual primary care”
Dan Zeltzer, Lee Herzog, Yishai Pickman, Yael Steuerman, Ran Ber, Zehavi Kugler, Ran Shaul and Jon Ebbert · 2023
Later among the works it cites.
“Testing the Limits of Language Models: A Conversational Framework for Medical AI Assessment”
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Carrie. Cai, Samantha Winter, David. Steiner, Lauren Wilcox and Michael Terry · 2019
Cited alongside, same era.
“Barriers and facilitators to the implementation of the advanced nurse practitioner role in primary care settings: A scoping review.”
Claire Torrens, Pauline Campbell, Gaylor Hoskins, Heather Strachan, Mary Wells, Maggie Cunningham, Hannah Bottone, Rob Polson and Margaret Maxwell · 2019
Cited alongside, same era.
“Matrix specification of Core Clinical Conditions for the Physician Assistant by category of level of competence (WORKING DOCUMENT TO BE READ IN CONJUNCTION WITH THE COMPETENCE AND CURRICULUM FRAMEWORK FOR THE PHYSICIAN ASSISTANT, DH SEPTEMBER 2006)”
Department of Health and NHS · 2019
Cited alongside, same era.
“Bad bots: how should doctors respond to untested technologies?”
Stephen Bradley · 2019
Cited alongside, same era.
“Challenges and opportunities to improve the clinician experience reviewing electronic progress notes”
Gretchen Hultman, Jenna Marquard, Elizabeth Lindemann, Elliot Arsoniadis, Serguei Pakhomov and Genevieve Melton · 2019
Cited alongside, same era.
“"Hello AI": Uncovering the Onboarding Needs of Medical Practitioners for Human-AI Collaborative Decision-Making”
Carrie. Cai, Samantha Winter, David. Steiner, Lauren Wilcox and Michael Terry · 2019
Cited alongside, same era.
“Supervision of Advanced Practice Providers.”
Alexander. Sheng, Avery Clark and Cristopher Amanti · 2020
Cited alongside, same era.
“MedDialog: Large-scale medical dialogue datasets”
Guangtao Zeng, Wenmian Yang, Zeqian Ju, Yue Yang, Sicheng Wang, Ruisi Zhang, Meng Zhou, Jiaqi Zeng, Xiangyu Dong and Ruoyu Zhang · 2020
Cited alongside, same era.
Shreya Johri, Jaehwan Jeong, Benjamin Tran, Daniel Schlessinger, Shannon Wongvibulsin, Zhuo Cai, Roxana Daneshjou and Pranav Rajpurkar · 2023
Later among the works it cites.
“Adapted large language models can outperform medical experts in clinical text summarization.”
Dave Veen, Cara Uden, Louis Blankemeier, Jean-Benoit Delbrouck, Asad Aali, Christian Blüthgen, Anuj Pareek, Malgorzata Polacin, William Collins, Neera Ahuja, Curt. Langlotz, Jason Hom, Sergios Gatidis, John. Pauly and Akshay. Chaudhari · 2023
Later among the works it cites.
“Aci-bench: a Novel Ambient Clinical Intelligence Dataset for Benchmarking Automatic Visit Note Generation”
Wen-wai Yim, Yujuan Fu, Asma Abacha, Neal Snider, Thomas Lin and Meliha Yetişgen · 2023
Later among the works it cites.
“Evaluating medical AI systems in dermatology under uncertain ground truth”
David Stutz, Ali Cemgil, Abhijit Roy, Tatiana Matejovicova, Melih Barsbey, Patricia Strachan, Mike Schaekermann, Jana von Freyberg, Rajeev Rikhye, Beverly Freeman, Javier Matos, Umesh Telang, Dale. Webster, Yuan Liu, Greg Corrado, Yossi Matias, Pushmeet Kohli, Yun Liu, A. Doucet and Alan Karthikesalingam · 2023
Later among the works it cites.
“Instruction-Following Evaluation for Large Language Models”
Jeffrey Zhou, Tianjian Lu, Swaroop Mishra, Siddhartha Brahma, Sujoy Basu, Yi Luan, Denny Zhou and Le Hou · 2023
Later among the works it cites.
“Verbosity Bias in Preference Labeling by Large Language Models”
Keita Saito, Akifumi Wachi, Koki Wataoka and Youhei Akimoto · 2023
Later among the works it cites.
“Embrace Divergence for Richer Insights: A Multi-document Summarization Benchmark and a Case Study on Summarizing Diverse Information from News Articles”
Kung-Hsiang Huang, Philippe Laban, A.. Fabbri, Prafulla Choubey, Shafiq. Joty, Caiming Xiong and Chien-Sheng Wu · 2023
Later among the works it cites.
“I had not time to make it shorter: an exploratory analysis of how physicians reduce note length and time in notes”
Nate Apathy, Allison Hare, Sarah Fendrich and Dori Cross · 2023
Later among the works it cites.
“Artificial intelligence-supported screen reading versus standard double reading in the Mammography Screening with Artificial Intelligence trial (MASAI): a clinical safety analysis of a randomised, controlled, non-inferiority, single-blinded, screening accuracy study”
Kristina Lång, Viktoria Josefsson, Anna-Maria Larsson, Stefan Larsson, Charlotte Högberg, Hanna Sartor, Solveig Hofvind, Ingvar Andersson and Aldana Rosso · 2023
Later among the works it cites.
“Enhancing the reliability and accuracy of AI-enabled diagnosis via complementarity-driven deferral to clinicians”
Krishnamurthy Dvijotham, Jim Winkens, Melih Barsbey, Sumedh Ghaisas, Robert Stanforth, Nick Pawlowski, Patricia Strachan, Zahra Ahmed, Shekoofeh Azizi, Yoram Bachrach, Laura Culp, Mayank Daswani, Jana von Freyberg, Christopher. Kelly, Atilla. Kiraly, Timo Kohlberger, Scott McKinney, Basil Mustafa, Vivek Natarajan, Krzysztof. Geras, Jan Witowski, Zhi Qin, Jacob Creswell, Shravya Shetty, Marcin Sieniek, Terry Spitz, Greg. Corrado, Pushmeet Kohli, taylan. cemgil and Alan Karthikesalingam · 2023
Later among the works it cites.
“Supervision guidance for primary care network multidisciplinary teams”, https://www.england.nhs.uk/long-read/supervision-guidance-for-primary-care-network-multidisciplinary-teams , 2023
NHS England · 2023
Later among the works it cites.
“Capabilities of gemini models in medicine”
Khaled Saab, Tao Tu, Wei-Hung Weng, Ryutaro Tanno, David Stutz, Ellery Wulczyn, Fan Zhang, Tim Strother, Chunjong Park and Elahe Vedadi · 2024
Later among the works it cites.
“Navigating Supervision of Advanced Practice Providers.”
Robert Rainer and Kimberly Bambach · 2024
Later among the works it cites.
“Polaris: A Safety-focused LLM Constellation Architecture for Healthcare”
Subhabrata Mukherjee, Paul Gamble, Markel Ausin, Neel Kant, Kriti Aggarwal, Neha Manjunath, Debajyoti Datta, Zhengliang Liu, Jiayuan Ding and Sophia Busacca · 2024
Later among the works it cites.
“Conversational Medical AI: Ready for Practice”
Antoine Lizée, Pierre-Auguste Beaucoté, James Whitbeck, Marion Doumeingts, Anaël Beaugnon and Isabelle Feldhaus · 2024
Later among the works it cites.
“Automata-based constraints for language model decoding”
Terry Koo, Frederick Liu and Luheng He · 2024
Later among the works it cites.
“AgentClinic: a multimodal agent benchmark to evaluate AI in simulated clinical environments”
Samuel Schmidgall, Rojin Ziaei, Carl Harris, Eduardo Reis, Jeffrey Jopling and Michael Moor · 2024
Later among the works it cites.
“Ambient Artificial Intelligence Scribes to Alleviate the Burden of Clinical Documentation”
Aaron. Tierney, Gregg Gayre, Brian Hoberman, Britt Mattern, Manuel Ballesca, Patricia Kipnis, Vincent Liu and Kristine Lee · 2024
Later among the works it cites.
“Validating the Physician Documentation Quality Instrument for Intensive Care Unit–Ward Transfer Notes”
Patrick. Lyons, Juan. Rojas, Alice Bewley, Sara. Malone and Lekshmi Santhosh · 2024
Later among the works it cites.
“Benchmarking Complex Instruction-Following with Multiple Constraints Composition”
Bosi Wen, Pei Ke, Xiaotao Gu, Lindong Wu, Hao Huang, Jinfeng Zhou, Wenchuang Li, Binxin Hu, Wendy Gao, Jiaxin Xu, Yiming Liu, Jie Tang, Hongning Wang and Minlie Huang · 2024
Later among the works it cites.
“Safety principles for medical summarization using generative AI”
Dillon Obika, Christopher Kelly, Nicola Ding, Chris Farrance, Jonathan Krause, Praney Mittal, Donny Cheung, Heather Cole-Lewis, Madeleine Elish, Alan Karthikesalingam, Dale Webster, Bakul Patel and Michael Howell · 2024
Later among the works it cites.
“Impact of a digital scribe system on clinical documentation time and quality: Usability study”
Marieke van Buchem, Ilse Kant, Liza King, Jacqueline Kazmaier, Ewout Steyerberg and Martijn Bauer · 2024
Later among the works it cites.
“Thematic analysis”
Virginia Braun and Victoria Clarke · 2024
Later among the works it cites.
“Automata-based constraints for language model decoding”
Terry Koo, Frederick Liu and Luheng He · 2024
Later among the works it cites.
“Capabilities of gemini models in medicine”
Khaled Saab, Tao Tu, Wei-Hung Weng, Ryutaro Tanno, David Stutz, Ellery Wulczyn, Fan Zhang, Tim Strother, Chunjong Park and Elahe Vedadi · 2024
Later among the works it cites.
“Navigating Supervision of Advanced Practice Providers.”
Robert Rainer and Kimberly Bambach · 2024
Later among the works it cites.
“Polaris: A Safety-focused LLM Constellation Architecture for Healthcare”
Subhabrata Mukherjee, Paul Gamble, Markel Ausin, Neel Kant, Kriti Aggarwal, Neha Manjunath, Debajyoti Datta, Zhengliang Liu, Jiayuan Ding and Sophia Busacca · 2024
Later among the works it cites.
“Conversational Medical AI: Ready for Practice”
Antoine Lizée, Pierre-Auguste Beaucoté, James Whitbeck, Marion Doumeingts, Anaël Beaugnon and Isabelle Feldhaus · 2024
Later among the works it cites.
“Automata-based constraints for language model decoding”
Terry Koo, Frederick Liu and Luheng He · 2024
Later among the works it cites.
“AgentClinic: a multimodal agent benchmark to evaluate AI in simulated clinical environments”
Samuel Schmidgall, Rojin Ziaei, Carl Harris, Eduardo Reis, Jeffrey Jopling and Michael Moor · 2024
Later among the works it cites.
“Ambient Artificial Intelligence Scribes to Alleviate the Burden of Clinical Documentation”
Aaron. Tierney, Gregg Gayre, Brian Hoberman, Britt Mattern, Manuel Ballesca, Patricia Kipnis, Vincent Liu and Kristine Lee · 2024
Later among the works it cites.
“Validating the Physician Documentation Quality Instrument for Intensive Care Unit–Ward Transfer Notes”
Patrick. Lyons, Juan. Rojas, Alice Bewley, Sara. Malone and Lekshmi Santhosh · 2024
Later among the works it cites.
“Benchmarking Complex Instruction-Following with Multiple Constraints Composition”
Bosi Wen, Pei Ke, Xiaotao Gu, Lindong Wu, Hao Huang, Jinfeng Zhou, Wenchuang Li, Binxin Hu, Wendy Gao, Jiaxin Xu, Yiming Liu, Jie Tang, Hongning Wang and Minlie Huang · 2024
Later among the works it cites.
“Safety principles for medical summarization using generative AI”
Dillon Obika, Christopher Kelly, Nicola Ding, Chris Farrance, Jonathan Krause, Praney Mittal, Donny Cheung, Heather Cole-Lewis, Madeleine Elish, Alan Karthikesalingam, Dale Webster, Bakul Patel and Michael Howell · 2024
Later among the works it cites.
“Impact of a digital scribe system on clinical documentation time and quality: Usability study”
Marieke van Buchem, Ilse Kant, Liza King, Jacqueline Kazmaier, Ewout Steyerberg and Martijn Bauer · 2024
Later among the works it cites.
“Thematic analysis”
Virginia Braun and Victoria Clarke · 2024
Later among the works it cites.
“Automata-based constraints for language model decoding”
Terry Koo, Frederick Liu and Luheng He · 2024
Later among the works it cites.
“Towards conversational diagnostic artificial intelligence”
Tao Tu, Mike Schaekermann, Anil Palepu, Khaled Saab, Jan Freyberg, Ryutaro Tanno, Amy Wang, Brenna Li, Mohamed Amin and Yong Cheng · 2025
Closest in time.
“Towards Conversational AI for Disease Management”, 2025
Anil Palepu, Valentin Li’evin, Wei-Hung Weng, Khaled Saab, David Stutz, Yong Cheng, Kavita Kulkarni, S. Mahdavi, Joelle Barral, Dale. Webster, Katherine Chou, Avinatan Hassidim, Yossi Matias, James Manyika, Ryutaro Tanno, Vivek Natarajan, Adam Rodman, Tao Tu, Alan Karthikesalingam and Mike Schaekermann · 2025
Closest in time.
“Advancing Conversational Diagnostic AI with Multimodal Reasoning”, 2025
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“Gemini 2.0 Flash Generative AI on Vertex AI”, 2025
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“SOAP Notes. StatPearls” StatPearls
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“Advancing Conversational Diagnostic AI with Multimodal Reasoning”, 2025
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“Unregulated large language models produce medical device-like output”
Gary. Weissman, Toni Mankowitz and Genevieve. Kanter · 2025
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“SOAP Notes. StatPearls” StatPearls
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“Gemini 2.0 Flash Generative AI on Vertex AI”, 2025
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“Automating Evaluation of AI Text Generation in Healthcare with a Large Language Model (LLM)-as-a-Judge”
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“ASHABot: An LLM-Powered Chatbot to Support the Informational Needs of Community Health Workers”
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“Randomized Trial of a Generative AI Chatbot for Mental Health Treatment”
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“Development and validation of the provider documentation summarization quality instrument for large language models”
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“Red Teaming Large Language Models for Healthcare”, 2025
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“When helpfulness backfires: LLMs and the risk of misinformation due to sycophantic behavior”
Shan Chen, Mingye Gao, Kuleen Sasse, Thomas Hartvigsen, Brian Anthony, Lizhou Fan, Hugo Aerts, Jack Gallifant and Danielle Bitterman · 2025
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“Clinician experiences with ambient scribe technology to assist with documentation burden and efficiency”
Matthew Duggan, Julietta Gervase, Anna Schoenbaum, William Hanson, John Howell 3rd, Michael Sheinberg and Kevin Johnson · 2025
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Olya Rezaeian, Alparslan Bayrak and Onur Asan · 2025
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“Diagrammatization and Abduction to Improve AI Interpretability With Domain-Aligned Explanations for Medical Diagnosis”
Brian. Lim, Joseph. Cahaly, Chester.. Sng and Adam Chew · 2025
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“State Practice Environment” Accessed on June 19, 2025, https://www.aanp.org/advocacy/state/state-practice-environment
American Association of Nurse Practitioners · 2025
Closest in time.
“Physician associates: Direct instruction is a more appropriate term than supervision”
Asif Qasim · 2025
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“SOAP Notes. StatPearls” StatPearls
Vivek Podder, Valerie Lew and Sassan Ghassemzadeh · 2025
Closest in time.
“Towards conversational diagnostic artificial intelligence”
Tao Tu, Mike Schaekermann, Anil Palepu, Khaled Saab, Jan Freyberg, Ryutaro Tanno, Amy Wang, Brenna Li, Mohamed Amin and Yong Cheng · 2025
Closest in time.