Nandhini Santhanam

985 total citations · 1 hit paper
4 papers, 519 citations indexed

About

Nandhini Santhanam is a scholar working on Artificial Intelligence, Radiology, Nuclear Medicine and Imaging and Cellular and Molecular Neuroscience. According to data from OpenAlex, Nandhini Santhanam has authored 4 papers receiving a total of 519 indexed citations (citations by other indexed papers that have themselves been cited), including 2 papers in Artificial Intelligence, 2 papers in Radiology, Nuclear Medicine and Imaging and 1 paper in Cellular and Molecular Neuroscience. Recurrent topics in Nandhini Santhanam's work include AI in cancer detection (2 papers), Radiomics and Machine Learning in Medical Imaging (2 papers) and COVID-19 diagnosis using AI (2 papers). Nandhini Santhanam is often cited by papers focused on AI in cancer detection (2 papers), Radiomics and Machine Learning in Medical Imaging (2 papers) and COVID-19 diagnosis using AI (2 papers). Nandhini Santhanam collaborates with scholars based in Germany and United States. Nandhini Santhanam's co-authors include Thomas Ganslandt, Kim Eun Hee, Máté E. Maros, Mahboubeh Jannesari, Alejandro Cosa‐Linan, Albrecht Stroh, Arthur Konnerth, M. Bret Schneider, Hsing-Chen Tsai and Karl Deisseroth and has published in prestigious journals such as Stem Cells, BMC Medical Imaging and Research Square.

In The Last Decade

Nandhini Santhanam

4 papers receiving 510 citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Transfer learning for medical image classification: a literature review

2022 442 citations Kim Eun Hee, Alejandro Cosa‐Linan et al. BMC Medical Imaging profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Nandhini Santhanam Germany	3	205	175	94	79	60	4	519
Michalis Zervakis Greece	13	215 1.0×	188 1.1×	91 1.0×	96 1.2×	26 0.4×	46	777
Haifeng Wei China	12	240 1.2×	151 0.9×	35 0.4×	40 0.5×	46 0.8×	45	638
Fernando Pérez‐García United Kingdom	9	226 1.1×	141 0.8×	63 0.7×	107 1.4×	27 0.5×	17	503
Zilong Hu China	11	203 1.0×	235 1.3×	59 0.6×	134 1.7×	26 0.4×	25	645
Zengmin Tian China	13	145 0.7×	102 0.6×	127 1.4×	101 1.3×	62 1.0×	29	569
Qianjin Feng China	14	293 1.4×	146 0.8×	190 2.0×	133 1.7×	16 0.3×	51	689
Qiang Zheng China	15	215 1.0×	104 0.6×	160 1.7×	199 2.5×	19 0.3×	59	856
Fuhua Yan China	13	294 1.4×	148 0.8×	92 1.0×	41 0.5×	15 0.3×	43	556
Suiren Wan China	14	196 1.0×	72 0.4×	159 1.7×	35 0.4×	44 0.7×	31	779
Zhenhui Dai China	11	267 1.3×	80 0.5×	127 1.4×	52 0.7×	26 0.4×	34	464

Countries citing papers authored by Nandhini Santhanam

Since Specialization

Citations

This map shows the geographic impact of Nandhini Santhanam'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 Nandhini Santhanam with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Nandhini Santhanam more than expected).

Fields of papers citing papers by Nandhini Santhanam

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Nandhini Santhanam. 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 Nandhini Santhanam. The network helps show where Nandhini Santhanam may publish in the future.

Co-authorship network of co-authors of Nandhini Santhanam

This figure shows the co-authorship network connecting the top 25 collaborators of Nandhini Santhanam. A scholar is included among the top collaborators of Nandhini Santhanam based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Nandhini Santhanam. Nandhini Santhanam is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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4 of 4 papers shown

1.

Hee, Kim Eun, Alejandro Cosa‐Linan, Nandhini Santhanam, et al.. (2022). Transfer learning for medical image classification: a literature review. BMC Medical Imaging. 22(1). 69–69. 442 indexed citations breakdown →

2.

Hee, Kim Eun, Alejandro Cosa‐Linan, Máté E. Maros, et al.. (2021). A review of transfer learning for medical image classification. Research Square. 2 indexed citations

3.

Stroh, Albrecht, Hsing-Chen Tsai, Liping Wang, et al.. (2010). Tracking Stem Cell Differentiation in the Setting of Automated Optogenetic Stimulation. Stem Cells. 29(1). 78–88. 74 indexed citations

4.

Santhanam, Nandhini, et al.. (2006). Computational Anatomy for Generating 3D Avatars and Boosting Face Recognition Systems. 3. 150–150. 1 indexed citations

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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