Jay A. Baker

6.8k citations
117 papers · 5.0k · 1 hit paper · h-index 39

Impact in

Papers in

Jay A. Baker

111 papers receiving 4.8k citations

Jay A. Baker's Hit Papers

Training neural network classifiers for medical decision making: The effects of imbalanced datasets on classification performance 2007 · 553 citations
5530+6+12Years since publication100200300400500

Peers

Jay A. Baker
Comparison fields: 5 of 181
  • Radiology, Nuclear Medicine and Imaging 2.2k
  • Pathology and Forensic Medicine 1.4k
  • Cancer Research 1.0k
  • Artificial Intelligence 2.2k
  • Pulmonary and Respiratory Medicine 1.2k
Replace Dorit D. Adler with:
Dorit D. Adler United States
Robert A. Schmidt United States
Jules H. Sumkin United States
Linda Moy United States
Mark A. Helvie United States
Emily F. Conant United States
Hannah Gilmore United States
Kenneth G. A. Gilhuijs Netherlands
Carlos A. Perez United States
Maria João Cardoso Portugal
Jay A. Baker relative to Dorit D. Adler United States Dorit D. Adler's profile →
Citations per field
00.5×
Dorit D. Adler · 1×
Citations per year

Countries citing papers authored by Jay A. Baker

Since Specialization
Citations

This map shows the geographic impact of Jay A. Baker's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Jay A. Baker with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Jay A. Baker more than expected).

Fields of papers citing papers by Jay A. Baker

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Jay A. Baker. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Jay A. Baker. The network helps show where Jay A. Baker may publish in the future.

Co-authors

The 25 scholars most cited alongside Jay A. Baker, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Jay A. Baker Line = papers co-authored together Jay A. Baker links everyone, so they are left out of the graph.

All Works

20 of 20 papers shown

Showing the 20 most-cited of 117 papers — load more, or switch the sort, to bring in the rest.

#Work
1
Training neural network classifiers for medical decision making: The effects of imbalanced datasets on classification performance
Hit paper breakdown →
2007553
2 2005269
3 2003207
4 1995172
5 2003151
6 2004141
7 1996140
8 2003134
9 2002130
10 2011129
11 1999113
12 2015101
13 201496
14 200594
15 200790
16 199685
17 201985
18 201582
19 200176
20 200272

About Jay A. Baker

Jay A. Baker is a scholar working on Artificial Intelligence, Radiology, Nuclear Medicine and Imaging, Pathology and Forensic Medicine, Pulmonary and Respiratory Medicine and Oncology, having authored 117 papers that have together received 5.0k indexed citations. Recurring topics across this work include AI in cancer detection (55 papers), Breast Lesions and Carcinomas (38 papers), Digital Radiography and Breast Imaging (27 papers), Global Cancer Incidence and Screening (24 papers), Breast Cancer Treatment Studies (23 papers), Radiomics and Machine Learning in Medical Imaging (20 papers), MRI in cancer diagnosis (19 papers) and Medical Imaging Techniques and Applications (14 papers). The work is most often cited by research in Radiology, Nuclear Medicine and Imaging (2.2k citations), Pathology and Forensic Medicine (1.4k citations), Cancer Research (1.0k citations), Artificial Intelligence (2.2k citations) and Pulmonary and Respiratory Medicine (1.2k citations). Jay A. Baker has collaborated with scholars based in United States, United Kingdom and Argentina. Frequent co-authors include Joseph Y. Lo, Mary Scott Soo, Eric L. Rosen, Carey E. Floyd, Phyllis J. Kornguth, Maciej A. Mazurowski, Georgia D. Tourassi, Jacek M. Zurada, Piotr A. Habas and Ehsan Samei. Their work appears in journals such as American Journal of Roentgenology, Academic Radiology, Radiology, Medical Physics and Journal of the American College of Radiology.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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