Jana L Hoffman

8PUBLICATIONS
31CO-AUTHORS
Epidemiological modellingDeep learningPredictive and prognostic markersMedical molecular engineering of nucleic acids and proteinsMedical biotechnology diagnostics (incl. biosensors)
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Publications (8)

|Apr 01, 2022
Predicting Falls in Long-term Care Facilities: Machine Learning Study.

Rahul Thapa, Anurag Garikipati, Sepideh Shokouhi

|Jan 20, 2022
Prediction of diabetic kidney disease with machine learning algorithms, upon the initial diagnosis of type 2 diabetes mellitus.

Angier Allen, Zohora Iqbal, Abigail Green-Saxena

|Aug 16, 2021
Semisupervised Deep Learning Techniques for Predicting Acute Respiratory Distress Syndrome From Time-Series Clinical Data: Model Development and Validation Study.

Carson Lam, Chak Foon Tso, Abigail Green-Saxena

|Dec 01, 2020
Is Machine Learning a Better Way to Identify COVID-19 Patients Who Might Benefit from Hydroxychloroquine Treatment?-The IDENTIFY Trial.

Hoyt Burdick, Carson Lam, Samson Mataraso

|Oct 22, 2020
A Racially Unbiased, Machine Learning Approach to Prediction of Mortality: Algorithm Development Study.

Angier Allen, Samson Mataraso, Anna Siefkas

|Feb 21, 2019
Machine-Learning-Based Laboratory Developed Test for the Diagnosis of Sepsis in High-Risk Patients.

Jacob Calvert, Nicholas Saber, Jana Hoffman

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Frequent Collaborators

5 joint publications

Ritankar Das

4 joint publications

Jacob Calvert

3 joint publications

Emily Pellegrini

3 joint publications

Qingqing Mao