Mary M. Lucas

Mary M. Lucas

Doctoral candidate at Drexel University

NIH AIM-AHEAD Research Fellow

Publications

2024

Mary M. Lucas, Mario Schootman, Jonathan A. Laryea, Sonia T. Orcutt, Chenghui Li, Jun Ying, Jennifer A. Rumpel, Christopher C. Yang, “Bias in Prediction Models to Identify Patients With Colorectal Cancer at High Risk for Readmission After Resection”, JCO Clinical Cancer Informatics 8, e2300194(2024). DOI:10.1200/CCI.23.00194

Mary M Lucas, Justin Yang, Jon K Pomeroy, Christopher C Yang, “Reasoning with large language models for medical question answering”, Journal of the American Medical Informatics Association, 31(9), 1964–1975, https://doi.org/10.1093/jamia/ocae131

Julia A. Haller, Maurizio Tomaiuolo, Mary M. Lucas, Christopher C. Yang, Leslie Hyman, IRIS Registry Analytic Center Consortium (2024). “Disparities in Retinal Vein Occlusion Presentation and Initiation of Anti-VEGF Therapy: an Academy IRIS® Registry Analysis.” Ophthalmology Retina, 8(7), 657–665. https://doi.org/10.1016/j.oret.2024.01.017

Latrice Landry, Mary Lucas, Anietie Andy, Ebelechukwu Nwafor (2024). “Artificial Intelligence Assisted Curation of Population Groups in Biomedical Literature.” International Journal of Digital Curation, 18(1), pp.9. https://doi.org/10.2218/ijdc.v18i1.950

Chang, CH., Lucas, M.M., Lee, Y., Yang, C.C., Lu-Yao, G. (2024). “Beyond Self-consistency: Ensemble Reasoning Boosts Consistency and Accuracy of LLMs in Cancer Staging”. In: Finkelstein, J., Moskovitch, R., Parimbelli, E. (eds) Artificial Intelligence in Medicine. AIME 2024. Lecture Notes in Computer Science(), vol 14844. Springer, Cham. doi: 10.1007/978-3-031-66538-7_23

M. M. Lucas, X. Wang, C. -H. Chang, C. C. Yang, J. E. Braughton and Q. M. Ngo, “An ExplainableFair Framework for Prediction of Substance Use Disorder Treatment Completion,” 2024 IEEE 12th International Conference on Healthcare Informatics (ICHI), Orlando, FL, USA, 2024, pp. 157-166, doi: 10.1109/ICHI61247.2024.00028

C. -H. Chang, M. M. Lucas, G. Lu-Yao and C. C. Yang, “Classifying Cancer Stage with Open-Source Clinical Large Language Models,” 2024 IEEE 12th International Conference on Healthcare Informatics (ICHI), Orlando, FL, USA, 2024, pp. 76-82, doi: 10.1109/ICHI61247.2024.00018

2023

Mary M. Lucas, Chia-Hsuan Chang, and Christopher C. Yang (2023). “Resampling for Mitigating Bias in Predictive Model for Substance Use Disorder Treatment Completion”, 11th IEEE International Conference on Healthcare Informatics (IEEE ICHI), Houston, TX, USA, pp. 709-711, doi: 10.1109/ICHI57859.2023.00128

Mary M. Lucas, Christopher C. Yang, and Mario Schootman. “Investigating health disparities and AI bias in models to predict development of chronic kidney disease in patients with type II diabetes”, presented at NIH AIM-AHEAD Annual Meeting 2023. Rockville, MD. https://doi.org/10.6084/m9.figshare.23929128.v1

2022

Ji, L., Li, Z., Lucas, M., Vodenska, I., Chitkushev, L., Zhang, G.L. (2022). “Pregnancy Outcomes in Women with Pregestational Diabetes”, In: Zlateva, T., Goleva, R. (eds) Computer Science and Education in Computer Science. CSECS 2022. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 450. Springer, Cham. https://doi.org/10.1007/978-3-031-17292-2_10

2020

Prachiti Aras, Guanglan Zhang, Mary Lucas, Reza Rawassizadeh, Irena Vodenska, and Lou Chitkushev. “Quality Assessment of Inpatient Medical Claim Data”, presented at IEEE International Conference on Bioinformatics and Biomedicine 2020 (BIBM 2020).

2004 and prior

Sakwa, W., Khanna, K., Mueni, M., Rotich, S., & Torongey, P. (2004). “Four-level approximation in disordered medium”, Indian Journal of Pure & Applied Physics, 42(5), 355-360.

Sakwa, W., Khanna, K., Mueni, M., Rotich, S., & Torongey, P. (2004). “Transition temperature for 4He liquid adsorbed in disordered media”, Indian Journal of Pure & Applied Physics, 42(5), 351-354.

T. Koskei, J. Muhehe, C. Muchunku, M. Mueni, S. Kioko and M. Mwamburi, (2002). “Instrumentation for the performance monitoring of a 2-dimensional truncated CPC/PV system under concentrated irradiance using computer interfacing”, Proceedings, Seventh College on Thin Film Technology, 29th July - 10th Aug 2002, University of Dar es Salaam, Tanzania

M. Mueni (2001). PVPM User and Technical Manual. Internal Publication, Solar Energy Research Group, Department of Physics, Moi University, Kenya

M. Mueni (2000). “The Performance Monitoring of a Compound Parabolic Concentrator/Photovoltaic System at Equatorial Latitudes”, MPhil Thesis, Moi University, Kenya

M. Mueni and M. Mwamburi, (2000). “Temperature dependent performance of a CPC/PV system at equatorial latitudes”, Proceedings, Sixth College on Thin Film Technology, Aug 2000, University of Dar es Salaam, Tanzania

T. Sakwa, D. Waswa and M. Mueni (eds.), (1999). “Basic Physics 1”, Internal Publication - Lecture notes monograph for 1st year undergraduate students at Moi University, Kenya

M. Mueni and M. Mwamburi, (1998). “A compound parabolic concentrator for photovoltaics at equatorial latitudes”, Proceedings, Fifth College on Thin Film Technology, Aug 1998, University of Dar es Salaam, Tanzania