Skip to content

Home Search Authors Pakistan News Saved

SciRah

SciRah does not host or store research papers. Results come live from free, official scholarly APIs, and every paper links back to its original source.

Data sources

OpenAlex
Semantic Scholar
Crossref
CORE
arXiv
PubMed

Privacy policy Terms of service

L. Erdman · SciRah

Researcher profile · Semantic Scholar

L. Erdman

Share profile

L. Erdman — researcher profile on SciRah

h-index: 20
Works: 96
Citations: 1,084

Most-cited papers

A Research Ethics Framework for the Clinical Translation of Healthcare Machine Learning
Melissa D. McCradden, James A. Anderson, E. Stephenson, Erik Drysdale +3 more
2022American Journal of Bioethics110 citations Open access
Semantic Scholar
The silent trial - the bridge between bench-to-bedside clinical AI applications
J. Kwong, L. Erdman, A. Khondker, M. Skreta +4 more
2022Frontiers in Digital Health72 citations Open access
Semantic Scholar
Standardized Reporting of Machine Learning Applications in Urology: The STREAM-URO Framework.
J. Kwong, L. McLoughlin, M. Haider, Mitchell G. Goldenberg +11 more
2021European Urology Focus66 citations
Semantic Scholar
Posterior Urethral Valves Outcomes Prediction (PUVOP): a machine learning tool to predict clinically relevant outcomes in boys with posterior urethral valves
J. Kwong, A. Khondker, J. Kim, M. Chua +13 more
2021Pediatric nephrology (Berlin, West)43 citations
Semantic Scholar
Dynamic risk profiling of HCC recurrence after curative intent liver resection
T. Ivanics, C. F. Murillo Perez, M. Claasen, M. Patel +8 more
2022Hepatology42 citations Open access
Semantic Scholar
The Toronto Postliver Transplantation Hepatocellular Carcinoma Recurrence Calculator: A Machine Learning Approach
T. Ivanics, Walter Nelson, M. Patel, M. Claasen +6 more
2021Liver transplantation38 citations Open access
Semantic Scholar
Deep learning imaging features derived from kidney ultrasounds predict chronic kidney disease progression in children with posterior urethral valves
J. Weaver, K. Milford, M. Rickard, J. Logan +14 more
2022Pediatric nephrology (Berlin, West)36 citations Open access
Semantic Scholar
A Pre-TACE Radiomics Model to Predict HCC Progression and Recurrence in Liver Transplantation: A Pilot Study on a Novel Biomarker
T. Ivanics, E. Salinas-Miranda, P. Abreu, F. Khalvati +9 more
2021Transplantation33 citations Open access
Semantic Scholar
A machine learning-based approach for quantitative grading of vesicoureteral reflux from voiding cystourethrograms: Methods and proof of concept.
A. Khondker, J. Kwong, M. Rickard, Marta Skreta +3 more
2021Journal of Pediatric Urology32 citations
Semantic Scholar
Early prediction of pediatric asthma in the Canadian Healthy Infant Longitudinal Development (CHILD) birth cohort using machine learning
Ping He, T. Moraes, Darlene L. Y. Dai, Myrtha E Reyna-Vargas +11 more
2024Pediatric Research30 citations Open access
Semantic Scholar
A quantitative super-resolution imaging toolbox for diagnosis of motile ciliopathies
Zhen Liu, Q. Nguyen, Qingxu Guan, Alexandra Albulescu +9 more
2020Science Translational Medicine30 citations Open access
Semantic Scholar
Single-cell mapper (scMappR): using scRNA-seq to infer the cell-type specificities of differentially expressed genes
Dustin J. Sokolowski, Mariela Faykoo-Martinez, L. Erdman, Hua-Yun Hou +5 more
2020bioRxiv27 citations Open access
Semantic Scholar
Lack of children in public medical imaging data points to growing age bias in biomedical AI
Stanley Bryan Z. Hua, Nicholas Heller, Ping He, A. Towbin +3 more
2025medRxiv25 citations Open access
Semantic Scholar
Predicting the risk of mortality during hospitalization in sick severely malnourished children using daily evaluation of key clinical warning signs
B. Wen, D. Brals, C. Bourdon, L. Erdman +8 more
2021BMC Medicine25 citations Open access
Semantic Scholar
CANAIRI: the Collaboration for Translational Artificial Intelligence Trials in healthcare
Melissa D. McCradden, A. London, J. Gichoya, M. Sendak +26 more
2025Nature Medicine23 citations
Semantic Scholar
Multi-institutional Validation of Improved Vesicoureteral Reflux Assessment With Simple and Machine Learning Approaches
A. Khondker, J. Kwong, P. Yadav, J. Chan +12 more
2022Journal of Urology23 citations
Semantic Scholar
A scoping review of silent trials for medical artificial intelligence
Lana Tikhomirov, Carolyn Semmler, Noah Prizant, Srijan Bhasin +23 more
2026Nature Health22 citations Open access
Semantic Scholar
Pre-versus postnatal presentation of posterior urethral valves: a multi-institutional experience
P. Yadav, M. Rickard, J. Weaver, M. Chua +14 more
2022BJU International22 citations Open access
Semantic Scholar
Artificial Intelligence Tools in Pediatric Urology: A Comprehensive Review of Recent Advances
Adiba Tabassum Chowdhury, Abdus Salam, M. Naznine, Da'ad Abdalla +3 more
2024Diagnostics20 citations Open access
Semantic Scholar
Predicting Obstructive Hydronephrosis Based on Ultrasound Alone
L. Erdman, M. Skreta, M. Rickard, C. McLean +6 more
2020International Conference on Medical Image Computing and Computer-Assisted Intervention20 citations
Semantic Scholar
Machine learning-based mortality prediction models using national liver transplantation registries are feasible but have limited utility across countries.
T. Ivanics, Delvin So, M. Claasen, D. Wallace +7 more
2023American Journal of Transplantation17 citations Open access
Semantic Scholar
Using a machine learning algorithm to predict outcome of primary cytoreductive surgery in advanced ovarian cancer
S. Piedimonte, L. Erdman, Delvin So, M. Bernardini +6 more
2022Journal of Surgical Oncology16 citations
Semantic Scholar
MRI based radiomics enhances prediction of neurodevelopmental outcome in very preterm neonates
M. Wagner, Delvin So, T. Guo, L. Erdman +9 more
2022Scientific Reports16 citations Open access
Semantic Scholar
Predictive accuracy of prenatal ultrasound findings for lower urinary tract obstruction: A systematic review and Bayesian meta‐analysis
D. Keefe, J. Kim, E. Mackay, M. Chua +11 more
2021Prenatal Diagnosis16 citations
Semantic Scholar
Application of STREAM-URO and APPRAISE-AI reporting standards for artificial intelligence studies in pediatric urology: A case example with pediatric hydronephrosis.
A. Khondker, J. Kwong, M. Rickard, L. Erdman +7 more
2024Journal of Pediatric Urology15 citations
Semantic Scholar
The state of artificial intelligence in pediatric urology
A. Khondker, J. Kwong, Shamir Malik, L. Erdman +8 more
2022Frontiers in Urology15 citations Open access
Semantic Scholar
Personalized application of machine learning algorithms to identify pediatric patients at risk for recurrent ureteropelvic junction obstruction after dismembered pyeloplasty
Erik Drysdale, A. Khondker, J. Kim, J. Kwong +8 more
2021World journal of urology15 citations
Semantic Scholar
Artificial intelligence in transplantation (machine-learning classifiers and transplant oncology).
T. Ivanics, M. Patel, L. Erdman, G. Sapisochin
2020Current Opinion in Organ Transplantation15 citations
Semantic Scholar
A living scoping review and online repository of artificial intelligence models in pediatric urology: Results from the AI-PEDURO collaborative
A. Khondker, J. Kwong, Ihtisham Ahmad, Z. Rajesh +18 more
2025Journal of Pediatric Urology14 citations Open access
Semantic Scholar
Deep‐learning computer vision can identify increased nuchal translucency in the first trimester of pregnancy
Bhavya Kasera, S. Shinar, Parinita Edke, V. Pruthi +3 more
2024Prenatal Diagnosis14 citations Open access
Semantic Scholar
AI-PEDURO – Artificial intelligence in pediatric urology: Protocol for a living scoping review and online repository
A. Khondker, J. Kwong, M. Rickard, L. Erdman +14 more
2024Journal of Pediatric Urology14 citations Open access
Semantic Scholar
Data governance functions to support responsible data stewardship in pediatric radiology research studies using artificial intelligence
Suranna R. Monah, M. Wagner, Asthik Biswas, F. Khalvati +5 more
2022Pediatric Radiology14 citations
Semantic Scholar
Identifying longitudinal-growth patterns from infancy to childhood: a study comparing multiple clustering techniques.
P. Massara, Charles D. G. Keown-Stoneman, L. Erdman, E. Ohuma +5 more
2021International Journal of Epidemiology14 citations Open access
Semantic Scholar
When the Model Trains You: Induced Belief Revision and Its Implications on Artificial Intelligence Research and Patient Care — A Case Study on Predicting Obstructive Hydronephrosis in Children
J. Kwong, David-Dan Nguyen, A. Khondker, J. Kim +6 more
2024NEJM AI12 citations
Semantic Scholar
The Hydronephrosis Severity Index guides paediatric antenatal hydronephrosis management based on artificial intelligence applied to ultrasound images alone
L. Erdman, M. Rickard, E. Drysdale, M. Skreta +17 more
2024Scientific Reports12 citations Open access
Semantic Scholar
Retraining an Artificial Intelligence Algorithm to Calculate Left Ventricular Ejection Fraction in Pediatrics.
M. Zuercher, S. Ufkes, L. Erdman, C. Slorach +2 more
2022Journal of Cardiothoracic and Vascular Anesthesia12 citations
Semantic Scholar
Accurate classification of pediatric colonic IBD subtype using a random forest machine learning classifier.
J. Dhaliwal, L. Erdman, Erik Drysdal, F. Rinawi +5 more
2020Journal of Pediatric Gastroenterology and Nutrition - JPGN12 citations Open access
Semantic Scholar
Predicting chronic kidney disease progression in children with posterior urethral valves.
J. Weaver, M. Rickard, Corey Weinstein, Austin Thompson +14 more
2024Journal of Pediatric Urology9 citations
Semantic Scholar
Clinical Collabsheets: 53 Questions to Guide a Clinical Collaboration
Shems Saleh, William Boag, L. Erdman, Tristan Naumann
2020Machine Learning in Health Care9 citations
Semantic Scholar
Predicting obstruction risk using common ultrasonography parameters in paediatric hydronephrosis with machine learning
A. Khondker, J. Kwong, Margarita Chancy, N. D'Souza +9 more
2023BJU International8 citations Open access
Semantic Scholar
Underrepresentation of children in public medical imaging datasets
Stanley Bryan Z. Hua, N. Heller, Ping He, A. Towbin +3 more
2026Nature Health7 citations Open access
Semantic Scholar
The 2025 update on artificial intelligence models in pediatric urology: Results from the AI-PEDURO collaborative.
A. Khondker, Ihtisham Ahmad, Rahim Dhalla, Sanchit Kaushal +16 more
2025Journal of Pediatric Urology7 citations
Semantic Scholar
Differential Expression Enrichment Tool (DEET): an interactive atlas of human differential gene expression
Dustin J. Sokolowski, J. Ahn, L. Erdman, Hua-Yun Hou +4 more
2022bioRxiv7 citations Open access
Semantic Scholar
Machine Learning Analysis of Videourodynamics to Predict Incident Hydronephrosis in Patients With Spina Bifida
John K. Weaver, J. Logan, J. V. Van Batavia, D. Weiss +16 more
2025Journal of Urology5 citations
Semantic Scholar
Validation of the Toronto recurrence inference using machine-learning for post-transplant hepatocellular carcinoma model
Zhi-Hao Li, Itsuko Chih-Yi Chen, L. Centonze, C. Magyar +12 more
2025Communications Medicine5 citations Open access
Semantic Scholar
Multiome-seq links inflammatory bowel disease polygenic risk to TNF inhibitor response
Zi F. Yang, J. Wayman, Nicholas Denson, Elizabeth Angerman +26 more
2024bioRxiv5 citations Open access
Semantic Scholar
Barriers and opportunities to improve renal outcomes in South Africa using AI technology for pediatric ultrasound interpretation
L. Erdman, K. Milford, Z. Solomon, M. Rickard +3 more
2022International Conference on Information and Communication Technologies and Development5 citations
Semantic Scholar
Development of machine learning models predicting mortality using routinely collected observational health data from 0-59 months old children admitted to an intensive care unit in Bangladesh: critical role of biochemistry and haematology data
Subhasish Das, L. Erdman, D. Brals, Bartlomiej Boczek +10 more
2024BMJ Paediatrics Open4 citations Open access
Semantic Scholar
Trends in Management of Fetuses with Suspected Lower Urinary Tract Obstruction (LUTO): A High-Risk Fetal and Pediatric Center Experience in a Universal-Access-to-Care System
J. Richter, Fabian Doktor, H. Good, L. Erdman +8 more
2023European journal of pediatric surgery4 citations
Semantic Scholar
A quantitative analysis of voiding cystourethrogram features confirms the association between high-grade vesicoureteral reflux with male sex, younger age, and hydronephrosis.
A. Khondker, J. Kwong, P. Yadav, J. Chan +5 more
2023Canadian Urological Association journal = Journal de l'Association des urologues du Canada4 citations Open access
Semantic Scholar

Frequent co-authors

Invite them to SciRah by sharing their profile.

M. Rickard×23
Invite
M. Rickard — researcher profile on SciRah
J. Kwong×15
Invite
J. Kwong — researcher profile on SciRah
A. Khondker×14
Invite
A. Khondker — researcher profile on SciRah
A. Lorenzo×14
Invite
A. Lorenzo — researcher profile on SciRah

×14

Invite

D. Keefe — researcher profile on SciRah

Invite

J. Kim — researcher profile on SciRah

Invite

G. Tasian — researcher profile on SciRah

Invite

M. Skreta — researcher profile on SciRah

Invite

A. Lorenzo — researcher profile on SciRah

G. Sapisochin×6

Invite

G. Sapisochin — researcher profile on SciRah

J. D. dos Santos×5

Invite

J. D. dos Santos — researcher profile on SciRah

Invite

T. Ivanics — researcher profile on SciRah