keyword
https://read.qxmd.com/read/38558368/a-guideline-for-open-source-tools-to-make-medical-imaging-data-ready-for-artificial-intelligence-applications-a-society-of-imaging-informatics-in-medicine-siim-survey
#1
JOURNAL ARTICLE
Sanaz Vahdati, Bardia Khosravi, Elham Mahmoudi, Kuan Zhang, Pouria Rouzrokh, Shahriar Faghani, Mana Moassefi, Aylin Tahmasebi, Katherine P Andriole, Peter Chang, Keyvan Farahani, Mona G Flores, Les Folio, Sina Houshmand, Maryellen L Giger, Judy W Gichoya, Bradley J Erickson
In recent years, the role of Artificial Intelligence (AI) in medical imaging has become increasingly prominent, with the majority of AI applications approved by the FDA being in imaging and radiology in 2023. The surge in AI model development to tackle clinical challenges underscores the necessity for preparing high-quality medical imaging data. Proper data preparation is crucial as it fosters the creation of standardized and reproducible AI models while minimizing biases. Data curation transforms raw data into a valuable, organized, and dependable resource and is a fundamental process to the success of machine learning and analytical projects...
April 1, 2024: J Imaging Inform Med
https://read.qxmd.com/read/38510417/a-capstone-course-for-senior-medical-students-from-innovative-elective-to-required-core-curriculum
#2
JOURNAL ARTICLE
Austin Wesevich, Thomas M De Fer, Michael M Awad, Julie Woodhouse, Dorothy A Andriole, L Michael Brunt
UNLABELLED: We describe our institution's development and implementation of our Capstone course from a small elective course to the only required fourth-year course. The course's structure evolved from mostly didactic to one including various workshops and simulation sessions. Course content has become increasingly specialty-specific. Implementation requires high faculty and resident involvement. Evaluations indicate a positive impact of the course on participants' self-reported confidence and residency preparedness...
February 2024: Medical Science Educator
https://read.qxmd.com/read/38491126/the-lucent-yet-opaque-challenge-of-regulating-artificial-intelligence-in-radiology
#3
JOURNAL ARTICLE
James M Hillis, Jacob J Visser, Edward R Scheffer Cliff, Kelly van der Geest-Aspers, Bernardo C Bizzo, Keith J Dreyer, Jeremias Adams-Prassl, Katherine P Andriole
No abstract text is available yet for this article.
March 15, 2024: NPJ Digital Medicine
https://read.qxmd.com/read/38477659/lessons-learned-in-building-expertly-annotated-multi-institution-datasets-and-hosting-the-rsna-ai-challenges
#4
JOURNAL ARTICLE
Felipe Campos Kitamura, Luciano M Prevedello, Errol Colak, Safwan S Halabi, Matthew P Lungren, Robyn Ball, Jayashree Kalpathy-Cramer, Charles E Kahn, Tyler Richards, Jason F Talbott, George Shih, Hui Ming Lin, Katherine P Andriole, Maryam Vazirabad, Bradley J Erickson, Adam E Flanders, John Mongan
"Just Accepted" papers have undergone full peer review and have been accepted for publication in Radiology: Artificial Intelligence . This article will undergo copyediting, layout, and proof review before it is published in its final version. Please note that during production of the final copyedited article, errors may be discovered which could affect the content. The Radiological Society of North America (RSNA) has held artificial intelligence competitions to tackle real-world medical imaging problems at least annually since 2017...
March 13, 2024: Radiology. Artificial intelligence
https://read.qxmd.com/read/38401987/a-novel-design-thinking-hospital-innovation-core-certificate-curriculum-for-radiologists-and-trainees-creation-implementation-and-multiyear-results
#5
JOURNAL ARTICLE
David S Liu, Mercy H Mazurek, David C Whitehead, Michael C Hood, Peter Choi, Anu Gupte, Mark P Ottensmeyer, Florian J Fintelmann, Raul N Uppot, Katherine P Andriole, Michael S Gee, James A Brink, Marc D Succi
RATIONALE AND OBJECTIVES: Innovation is a crucial skill for physicians and researchers, yet traditional medical education does not provide instruction or experience to cultivate an innovative mindset. This study evaluates the effectiveness of a novel course implemented in an academic radiology department training program over a 5-year period designed to educate future radiologists on the fundamentals of medical innovation. MATERIALS AND METHODS: A pre- and post-course survey and examination were administered to residents who participated in the innovation course (MESH Core) from 2018 to 2022...
February 2024: Academic Radiology
https://read.qxmd.com/read/38286724/piloting-a-national-curricular-resource-for-the-transition-to-surgical-residency-characteristics-of-participating-schools-and-their-students
#6
JOURNAL ARTICLE
Amy Jayas, Ajit K Sachdeva, Keith A Delman, Adam S Kabaker, Patrice Gabler Blair, Renee Overton, Douglas Grbic, Dorothy A Andriole
OBJECTIVE: To determine the extent to which U.S. Liaison Committee of Medical Education (LCME)-accredited medical schools chose to participate in piloting a national curricular resource, the American College of Surgeons/Association of Program Directors in Surgery/Association of Surgical Education Resident Prep Curriculum ("ACS-surgery-prep curriculum"), and implications of such participation for student access nationally to this resource. DESIGN: We examined the significance of school-level differences in ACS-surgery-prep curriculum pilot participation and student-level differences in curriculum access based on medical school attended in bivariate analysis...
January 28, 2024: Journal of Surgical Education
https://read.qxmd.com/read/38237327/katherine-p-andriole-a-trailblazer-in-medical-informatics-and-radiology
#7
JOURNAL ARTICLE
Christian E Mathurin, Courtney M Tomblinson
In a traditionally male-dominated field, the journey of Dr. Andriole represents a pioneering path in the realms of radiology and medical imaging informatics. Her career has not only reshaped the landscape of radiology but also championed diversity, equity, and inclusion in healthcare technology. Through a comprehensive exploration of Dr. Andriole's career trajectory, we navigate her transition from analog to digital radiology, her influential role in pioneering picture archiving communication systems (PACS), and her dedication to mentorship and education in the field...
January 4, 2024: Clinical Imaging
https://read.qxmd.com/read/38201640/symptomatic-benign-prostatic-hyperplasia-with-suppressed-epigenetic-regulator-hoxb13-shows-a-lower-incidence-of-prostate-cancer-development
#8
JOURNAL ARTICLE
Nimrod S Barashi, Tiandao Li, Duminduni H Angappulige, Bo Zhang, Harry O'Gorman, Charles U Nottingham, Anup S Shetty, Joseph E Ippolito, Gerald L Andriole, Nupam P Mahajan, Eric H Kim, Kiran Mahajan
Our objective was to identify variations in gene expression that could help elucidate the pathways for the development of prostate cancer (PCa) in men with Benign Prostatic Hyperplasia (BPH). We included 98 men with BPH, a positive prostate MRI (Prostate Imaging Reporting and Data System; PIRADS ≥ 4), and a negative biopsy from November 2014 to January 2018. RNA sequencing (RNA-Seq) was performed on tissue cores from the MRI lesion and a geographically distant region (two regions per patient). All patients were followed for at least three years to identify who went on to develop PCa...
January 2, 2024: Cancers
https://read.qxmd.com/read/38162316/picture-archiving-and-communication-systems-past-present-and-future
#9
JOURNAL ARTICLE
Katherine P Andriole
Picture archiving and communication systems (PACS) that digitally acquire, archive, transmit, and display medical images ultimately enabled the transition from an analog film-based operation to a digital workflow revolutionizing radiology. This article briefly traces early generation systems to present-day PACS, noting challenges along with key technological advances and benefits. Thoughts for future PACS evolution are discussed including the promise of integration of artificial intelligence applications.
November 2023: Journal of Medical Imaging
https://read.qxmd.com/read/38134326/graduating-medical-students-perceptions-of-the-covid-19-pandemic-s-impact-on-their-medical-school-experiences-and-preparation-for-careers-as-physicians-a-national-study
#10
JOURNAL ARTICLE
Amy Jayas, Lynn Shaull, Douglas Grbic, Dorothy A Andriole, Katherine S McOwen
PURPOSE: The COVID-19 pandemic resulted in unprecedented changes to the medical education learning environment. The graduating class of 2021 was particularly affected. To better understand how students were affected, the authors explored positive and negative experiences described by graduating U.S. medical students. METHOD: Using the conceptual framework of affordances, the authors examined narrative responses to 2 new open-ended questions on the Association of American Medical Colleges 2021 Graduation Questionnaire in which graduating students described the pandemic's positive and negative effects on their medical school experiences and career preparation...
December 21, 2023: Academic Medicine
https://read.qxmd.com/read/37945903/characterizing-prostate-cancer-risk-through-multi-ancestry-genome-wide-discovery-of-187-novel-risk-variants
#11
JOURNAL ARTICLE
Anqi Wang, Jiayi Shen, Alex A Rodriguez, Edward J Saunders, Fei Chen, Rohini Janivara, Burcu F Darst, Xin Sheng, Yili Xu, Alisha J Chou, Sara Benlloch, Tokhir Dadaev, Mark N Brook, Anna Plym, Ali Sahimi, Thomas J Hoffman, Atushi Takahashi, Koichi Matsuda, Yukihide Momozawa, Masashi Fujita, Triin Laisk, Jéssica Figuerêdo, Kenneth Muir, Shuji Ito, Xiaoxi Liu, Yuji Uchio, Michiaki Kubo, Yoichiro Kamatani, Artitaya Lophatananon, Peggy Wan, Caroline Andrews, Adriana Lori, Parichoy P Choudhury, Johanna Schleutker, Teuvo L J Tammela, Csilla Sipeky, Anssi Auvinen, Graham G Giles, Melissa C Southey, Robert J MacInnis, Cezary Cybulski, Dominika Wokolorczyk, Jan Lubinski, Christopher T Rentsch, Kelly Cho, Benjamin H Mcmahon, David E Neal, Jenny L Donovan, Freddie C Hamdy, Richard M Martin, Borge G Nordestgaard, Sune F Nielsen, Maren Weischer, Stig E Bojesen, Andreas Røder, Hein V Stroomberg, Jyotsna Batra, Suzanne Chambers, Lisa Horvath, Judith A Clements, Wayne Tilly, Gail P Risbridger, Henrik Gronberg, Markus Aly, Robert Szulkin, Martin Eklund, Tobias Nordstrom, Nora Pashayan, Alison M Dunning, Maya Ghoussaini, Ruth C Travis, Tim J Key, Elio Riboli, Jong Y Park, Thomas A Sellers, Hui-Yi Lin, Demetrius Albanes, Stephanie Weinstein, Michael B Cook, Lorelei A Mucci, Edward Giovannucci, Sara Lindstrom, Peter Kraft, David J Hunter, Kathryn L Penney, Constance Turman, Catherine M Tangen, Phyllis J Goodman, Ian M Thompson, Robert J Hamilton, Neil E Fleshner, Antonio Finelli, Marie-Élise Parent, Janet L Stanford, Elaine A Ostrander, Stella Koutros, Laura E Beane Freeman, Meir Stampfer, Alicja Wolk, Niclas Håkansson, Gerald L Andriole, Robert N Hoover, Mitchell J Machiela, Karina Dalsgaard Sørensen, Michael Borre, William J Blot, Wei Zheng, Edward D Yeboah, James E Mensah, Yong-Jie Lu, Hong-Wei Zhang, Ninghan Feng, Xueying Mao, Yudong Wu, Shan-Chao Zhao, Zan Sun, Stephen N Thibodeau, Shannon K McDonnell, Daniel J Schaid, Catharine M L West, Gill Barnett, Christiane Maier, Thomas Schnoeller, Manuel Luedeke, Adam S Kibel, Bettina F Drake, Olivier Cussenot, Geraldine Cancel-Tassin, Florence Menegaux, Thérèse Truong, Yves Akoli Koudou, Esther M John, Eli Marie Grindedal, Lovise Maehle, Kay-Tee Khaw, Sue A Ingles, Mariana C Stern, Ana Vega, Antonio Gómez-Caamaño, Laura Fachal, Barry S Rosenstein, Sarah L Kerns, Harry Ostrer, Manuel R Teixeira, Paula Paulo, Andreia Brandão, Stephen Watya, Alexander Lubwama, Jeannette T Bensen, Ebonee N Butler, James L Mohler, Jack A Taylor, Manolis Kogevinas, Trinidad Dierssen-Sotos, Gemma Castaño-Vinyals, Lisa Cannon-Albright, Craig C Teerlink, Chad D Huff, Patrick Pilie, Yao Yu, Ryan J Bohlender, Jian Gu, Sara S Strom, Luc Multigner, Pascal Blanchet, Laurent Brureau, Radka Kaneva, Chavdar Slavov, Vanio Mitev, Robin J Leach, Hermann Brenner, Xuechen Chen, Bernd Holleczek, Ben Schöttker, Eric A Klein, Ann W Hsing, Rick A Kittles, Adam B Murphy, Christopher J Logothetis, Jeri Kim, Susan L Neuhausen, Linda Steele, Yuan Chun Ding, William B Isaacs, Barbara Nemesure, Anselm J M Hennis, John Carpten, Hardev Pandha, Agnieszka Michael, Kim De Ruyck, Gert De Meerleer, Piet Ost, Jianfeng Xu, Azad Razack, Jasmine Lim, Soo-Hwang Teo, Lisa F Newcomb, Daniel W Lin, Jay H Fowke, Christine M Neslund-Dudas, Benjamin A Rybicki, Marija Gamulin, Davor Lessel, Tomislav Kulis, Nawaid Usmani, Aswin Abraham, Sandeep Singhal, Matthew Parliament, Frank Claessens, Steven Joniau, Thomas Van den Broeck, Manuela Gago-Dominguez, Jose Esteban Castelao, Maria Elena Martinez, Samantha Larkin, Paul A Townsend, Claire Aukim-Hastie, William S Bush, Melinda C Aldrich, Dana C Crawford, Shiv Srivastava, Jennifer Cullen, Gyorgy Petrovics, Graham Casey, Ying Wang, Yao Tettey, Joseph Lachance, Wei Tang, Richard B Biritwum, Andrew A Adjei, Evelyn Tay, Ann Truelove, Shelley Niwa, Kosj Yamoah, Koveela Govindasami, Anand P Chokkalingam, Jacob M Keaton, Jacklyn N Hellwege, Peter E Clark, Mohamed Jalloh, Serigne M Gueye, Lamine Niang, Olufemi Ogunbiyi, Olayiwola Shittu, Olukemi Amodu, Akindele O Adebiyi, Oseremen I Aisuodionoe-Shadrach, Hafees O Ajibola, Mustapha A Jamda, Olabode P Oluwole, Maxwell Nwegbu, Ben Adusei, Sunny Mante, Afua Darkwa-Abrahams, Halimatou Diop, Susan M Gundell, Monique J Roobol, Guido Jenster, Ron H N van Schaik, Jennifer J Hu, Maureen Sanderson, Linda Kachuri, Rohit Varma, Roberta McKean-Cowdin, Mina Torres, Michael H Preuss, Ruth J F Loos, Matthew Zawistowski, Sebastian Zöllner, Zeyun Lu, Stephen K Van Den Eeden, Douglas F Easton, Stefan Ambs, Todd L Edwards, Reedik Mägi, Timothy R Rebbeck, Lars Fritsche, Stephen J Chanock, Sonja I Berndt, Fredrik Wiklund, Hidewaki Nakagawa, John S Witte, J Michael Gaziano, Amy C Justice, Nick Mancuso, Chikashi Terao, Rosalind A Eeles, Zsofia Kote-Jarai, Ravi K Madduri, David V Conti, Christopher A Haiman
The transferability and clinical value of genetic risk scores (GRSs) across populations remain limited due to an imbalance in genetic studies across ancestrally diverse populations. Here we conducted a multi-ancestry genome-wide association study of 156,319 prostate cancer cases and 788,443 controls of European, African, Asian and Hispanic men, reflecting a 57% increase in the number of non-European cases over previous prostate cancer genome-wide association studies. We identified 187 novel risk variants for prostate cancer, increasing the total number of risk variants to 451...
November 9, 2023: Nature Genetics
https://read.qxmd.com/read/37838880/a-capstone-course-for-senior-medical-students-from-innovative-elective-to-required-core-curriculum
#12
JOURNAL ARTICLE
Austin Wesevich, Thomas M De Fer, Michael M Awad, Julie Woodhouse, Dorothy A Andriole, L Michael Brunt
No abstract text is available yet for this article.
November 1, 2022: Academic Medicine
https://read.qxmd.com/read/37838861/program-directors-assessment-of-postgraduate-year-1-residents-readiness-for-graduate-medical-education-lessons-and-insights-from-the-association-of-american-medical-colleges-inaugural-2020-2021-resident-readiness-survey
#13
JOURNAL ARTICLE
Douglas Grbic, Dorothy A Andriole, Dolores Mullikin, Lisa D Howley
No abstract text is available yet for this article.
November 1, 2022: Academic Medicine
https://read.qxmd.com/read/37781420/the-resident-readiness-survey-a-national-process-for-program-directors-to-provide-standardized-feedback-to-medical-schools-about-their-graduates
#14
JOURNAL ARTICLE
Lisa Howley, Douglas Grbic, Mark R Speicher, Lindsay B Roskovensky, Amy Jayas, Dorothy A Andriole
Background The process for program directors (PDs) to provide feedback to medical schools about their graduates' readiness for postgraduate year 1 (PGY-1) training is burdensome and does not generate national benchmarking data. Objective The Association of American Medical Colleges (AAMC) tested the feasibility of administering a standardized Resident Readiness Survey (RRS) to PDs nationally about their PGY-1 residents' preparedness for residency. Methods In 2020 and 2021, the AAMC invited PDs via email to complete RRSs for their PGY-1s who graduated from participating schools; the AAMC provided schools with reports of identified RRS data for their graduates...
October 2023: Journal of Graduate Medical Education
https://read.qxmd.com/read/37543656/novel-non-mri-imaging-techniques-for-primary-diagnosis-of-prostate-cancer-micro-ultrasound-contrast-enhanced-ultrasound-elastography-multiparametric-ultrasound-and-psma-pet-ct
#15
REVIEW
Francesco Ditonno, Antonio Franco, Celeste Manfredi, Alessandro Veccia, Massimo Valerio, Laura Bukavina, Lucas B Zukowski, Srinivas Vourganti, Arnuf Stenzl, Gerald L Andriole, Alessandro Antonelli, Cosimo De Nunzio, Riccardo Autorino
BACKGROUND: Multiparametric magnetic resonance imaging (mpMRI) provides enhanced diagnostic accuracy in the detection of prostate cancer, but is not devoid of limitations. Given the recent evolution of non-MRI imaging techniques, this critical review of the literature aimed at summarizing the available evidence on ultrasound-based and nuclear medicine imaging technologies in the initial diagnosis of PCa. METHODS: Three databases (PubMed®, Web of Science™, and Scopus®) were queried for studies examining their diagnostic performance in the primary diagnosis of PCa, weighted against a histological confirmation of PCa diagnosis, using a free-text protocol...
August 5, 2023: Prostate Cancer and Prostatic Diseases
https://read.qxmd.com/read/37530866/deep-learning-discrimination-of-rheumatoid-arthritis-from-osteoarthritis-on-hand-radiography
#16
JOURNAL ARTICLE
Yuntong Ma, Ian Pan, Stanley Y Kim, Ged G Wieschhoff, Katherine P Andriole, Jacob C Mandell
PURPOSE: To develop a deep learning model to distinguish rheumatoid arthritis (RA) from osteoarthritis (OA) using hand radiographs and to evaluate the effects of changing pretraining and training parameters on model performance. MATERIALS AND METHODS: A convolutional neural network was retrospectively trained on 9714 hand radiograph exams from 8387 patients obtained from 2017 to 2021 at seven hospitals within an integrated healthcare network. Performance was assessed using an independent test set of 250 exams from 146 patients...
August 2, 2023: Skeletal Radiology
https://read.qxmd.com/read/37460494/a-capstone-course-for-senior-medical-students-from-innovative-elective-to-required-core-curriculum
#17
JOURNAL ARTICLE
Austin Wesevich, Thomas M De Fer, Michael M Awad, Julie Woodhouse, Dorothy A Andriole, L Michael Brunt
No abstract text is available yet for this article.
November 1, 2022: Academic Medicine
https://read.qxmd.com/read/37460475/program-directors-assessment-of-postgraduate-year-1-residents-readiness-for-graduate-medical-education-lessons-and-insights-from-the-association-of-american-medical-colleges-inaugural-2020-2021-resident-readiness-survey
#18
JOURNAL ARTICLE
Douglas Grbic, Dorothy A Andriole, Dolores Mullikin, Lisa D Howley
No abstract text is available yet for this article.
November 1, 2022: Academic Medicine
https://read.qxmd.com/read/37331516/is-it-time-for-competency-based-education-to-move-forward-in-pharmacy-education
#19
JOURNAL ARTICLE
Zubin Austin, Dorothy A Andriole, Denise H Rhoney
Competency-based education (CBE) is rapidly emerging as a paradigmatic shift in health professions education, as we grapple with the realities of ever-changing and increasing demands of society and health systems. While pharmacy educators are becoming more familiar with this paradigm, colleagues in medical education have been exploring models and methods of CBE for many years, and their experiences can be illuminating for us. The persistent question that drives continuous quality improvement in pharmacy education and the development of initiatives within American Association of Colleges of Pharmacy (AACP) might be stated as "Is there a better (more effective, more efficient) way to prepare pharmacists (future and current) to meet the medication-related needs of the public?"...
June 16, 2023: American Journal of Pharmaceutical Education
https://read.qxmd.com/read/37121865/impact-of-18-f-fluciclovine-pet-ct-on-plans-for-androgen-deprivation-therapy-in-patients-with-biochemical-recurrence-of-prostate-cancer-data-analysis-from-two-prospective-clinical-trials
#20
JOURNAL ARTICLE
Gerald L Andriole, Andrew F Scarsbrook, Bital Savir-Baruch
INTRODUCTION: Despite early detection and primary therapy improvements, biochemical recurrence (BCR) of prostate cancer remains common. The advent of highly sensitive molecular imaging has facilitated identification of men with limited metastatic disease burden that might be more optimally treated with metastases-directed therapy than with androgen deprivation therapy (ADT). The LOCATE (NCT02680041) and FALCON (NCT02578940) trials assessed the impact of 18 F-fluciclovine PET/CT on the management of patients with BCR after curative-intent primary therapy...
June 2023: Urologic Oncology
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