Vimbi Viswan

910 citations
20 papers · 513 · 2 hit papers · h-index 8

Impact in

Papers in

Vimbi Viswan

15 papers receiving 494 citations

Vimbi Viswan's Hit Papers

Interpreting artificial intelligence models: a systematic review on the application of LIME and SHAP in Alzheimer’s disease detection 2024 · 230 citations
2300+1+2Years since publication50100150200

Peers

Vimbi Viswan
Comparison fields: 5 of 85
  • Psychiatry and Mental health 199
  • Health Informatics 22
  • Health Information Management 51
  • Artificial Intelligence 148
  • Drug Discovery 1
Replace Ashraf Haroon Rashid with:
Ashraf Haroon Rashid India
Fabian Eitel Germany
Gavin Weiguang Ding Canada
Farheen Ramzan Pakistan
Nivedhitha Mahendran India
Deevyankar Agarwal Spain
Anees Kazi Germany
Marc-André Schulz Germany
Amir Ebrahimi Ghahnavieh Iran
Aisha B Rahman United States
Vimbi Viswan relative to Ashraf Haroon Rashid India Ashraf Haroon Rashid's profile →
Citations per field
00.5×2×4×5.4×
Ashraf Haroon Rashid · 1×
Citations per year

Countries citing papers authored by Vimbi Viswan

Since Specialization
Citations

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

Fields of papers citing papers by Vimbi Viswan

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authors

The 12 scholars most cited alongside Vimbi Viswan, 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 Vimbi Viswan Line = papers co-authored together Vimbi Viswan links everyone, so they are left out of the graph.

All Works

20 of 20 papers shown
#Work
1
Interpreting artificial intelligence models: a systematic review on the application of LIME and SHAP in Alzheimer’s disease detection
Hit paper breakdown →
2024230
2
Explainable Artificial Intelligence in Alzheimer’s Disease Classification: A Systematic Review
Hit paper breakdown →
2023121
3 202374
4 202419
5 202415
6 202312
7 202410
8 20238
9 20237
10 20237
11 20255
12 20242
13 20231
14 20241
15 20261
16 20240
17 20240
18 20240
19 20250
20 20260

About Vimbi Viswan

Vimbi Viswan is a scholar working on Psychiatry and Mental health, Health Information Management, Artificial Intelligence, Health Informatics and Software, having authored 20 papers that have together received 513 indexed citations. Recurring topics across this work include Dementia and Cognitive Impairment Research (12 papers), Explainable Artificial Intelligence (XAI) (4 papers), Artificial Intelligence in Healthcare (2 papers), Medical Image Segmentation Techniques (1 paper), EEG and Brain-Computer Interfaces (1 paper), Artificial Intelligence in Healthcare and Education (1 paper), Software Reliability and Analysis Research (1 paper) and Assistive Technology in Communication and Mobility (1 paper). The work is most often cited by research in Psychiatry and Mental health (199 citations), Health Informatics (22 citations), Health Information Management (51 citations), Artificial Intelligence (148 citations) and Drug Discovery (1 citation). Vimbi Viswan has collaborated with scholars based in Oman, United Kingdom and Saudi Arabia. Frequent co-authors include Noushath Shaffi, Mufti Mahmud, Faizal Hajamohideen, S. Karthikeyan, Abdelhamid Abdesselam, Alzheimer’s Disease Neuroimaging Initiative, Srinivasa Rao Sirasanagandla, M. Shamim Kaiser, Shuqiang Wang and V. N. Manjunath Aradhya. Their work appears in journals such as Brain Informatics, Cognitive Computation, International Journal of Neural Systems, Lecture notes in computer science and Communications in computer and information science.

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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