User profiles for Micah Smith
 | Micah J. SmithMIT Verified email at mit.edu Cited by 510 |
Automl to date and beyond: Challenges and opportunities
As big data becomes ubiquitous across domains, and more and more stakeholders aspire to
make the most of their data, demand for machine learning tools has spurred researchers to …
make the most of their data, demand for machine learning tools has spurred researchers to …
Do we still need clinical language models?
Although recent advances in scaling large language models (LLMs) have resulted in
improvements on many NLP tasks, it remains unclear whether these models trained primarily with …
improvements on many NLP tasks, it remains unclear whether these models trained primarily with …
Orthopedic issues in pregnancy
MW Smith, PS Marcus, LD Wurtz - Obstetrical & gynecological …, 2008 - journals.lww.com
Pregnancy taxes the musculoskeletal system. The enlarging gravid uterus alters the
maternal body’s center of gravity, mechanically stressing the axial and pelvic systems, and …
maternal body’s center of gravity, mechanically stressing the axial and pelvic systems, and …
Retrograde ejaculation after anterior lumbar interbody fusion with and without bone morphogenetic protein-2 augmentation: a 10-year cohort controlled study
GC Comer, MW Smith, EL Hurwitz, KA Mitsunaga… - The Spine Journal, 2012 - Elsevier
BACKGROUND CONTEXT: Retrograde ejaculation (RE) is a complication of anterior
lumbar interbody fusion (ALIF) techniques. Most commonly, this results from mechanical or …
lumbar interbody fusion (ALIF) techniques. Most commonly, this results from mechanical or …
Glucose metabolism in mice lacking muscle glycogen synthase
BA Pederson, JM Schroeder, GE Parker, MW Smith… - Diabetes, 2005 - Am Diabetes Assoc
Glycogen is an important component of whole-body glucose metabolism. MGSKO mice lack
skeletal muscle glycogen due to disruption of the GYS1 gene, which encodes muscle …
skeletal muscle glycogen due to disruption of the GYS1 gene, which encodes muscle …
[HTML][HTML] Exercise capacity of mice genetically lacking muscle glycogen synthase: in mice, muscle glycogen is not essential for exercise
…, CR Cope, JM Schroeder, MW Smith… - Journal of Biological …, 2005 - ASBMB
The glucose storage polymer glycogen is generally considered to be an important source of
energy for skeletal muscle contraction and a factor in exercise endurance. A genetically …
energy for skeletal muscle contraction and a factor in exercise endurance. A genetically …
Atmseer: Increasing transparency and controllability in automated machine learning
To relieve the pain of manually selecting machine learning algorithms and tuning
hyperparameters, automated machine learning (AutoML) methods have been developed to …
hyperparameters, automated machine learning (AutoML) methods have been developed to …
Acute proximal junctional failure in patients with preoperative sagittal imbalance
MW Smith, P Annis, BD Lawrence, MD Daubs… - The Spine Journal, 2015 - Elsevier
Background context Proximal junctional failure (PJF) is a recognized complication of spinal
deformity surgery. Acute PJF (APJF) has recently been demonstrated to be 5.6% in the adult …
deformity surgery. Acute PJF (APJF) has recently been demonstrated to be 5.6% in the adult …
The machine learning bazaar: Harnessing the ml ecosystem for effective system development
As machine learning is applied more widely, data scientists often struggle to find or create
end-to-end machine learning systems for specific tasks. The proliferation of libraries and …
end-to-end machine learning systems for specific tasks. The proliferation of libraries and …
Query optimization for dynamic imputation
Missing values are common in data analysis and present a usability challenge. Users are
forced to pick between removing tuples with missing values or creating a cleaned version of …
forced to pick between removing tuples with missing values or creating a cleaned version of …