Leaderboards/Cancer Diagnosis and Treatment

Cancer Diagnosis and Treatment

Last updated July 15, 2026

Rising Stars

Fresh ink, massive impact

Researchers

1
Harriet O’Rourke
The University of Melbourne
2
Yu‐Han Alice Hsu
Kaohsiung Medical University
3
Elizabeth Zhixin Goh
Royal Brisbane and Women's Hospital
4
Maria Pouyiourou
German Cancer Research Center
5
Luan Nguyen
Takeda (United States)
6
Lili Pang
Unknown
7
George Adrian Ciobanu
Ovidius University
8
Jackson Michuda
Stanford University
9
Mayur Divate
Queensland University of Technology
10
Atara Posner
The University of Melbourne

Papers

1
Frequency and Prognostic Value of Circulating Tumor Cells in Cancer of Unknown Primary
Clinical Chemistry|2024
9 cit.
2
Publication in Expert Review of Anticancer Therapy (2024) [6 citations, W4394685428]
Expert Review of Anticancer Therapy|2024
6 cit.
3
Surgical management of frontal bone and naso-orbito-ethmoidal fractures: a 7-year multi-center retrospective review
Oral Surgery Oral Medicine Oral Pathology and Oral Radiology|2024
1 cit.
4
Publication in Annals of Oncology (2024) [W4402558564]
Annals of Oncology|2024
0 cit.
5
Publication in Die Onkologie (2025) [W4410564589]
Die Onkologie|2025
0 cit.
6
Publication in New England Journal of Medicine (2025) [W4412486222]
New England Journal of Medicine|2025
0 cit.
7
Publication in Dermatologica Sinica (2025) [W4415032420]
Dermatologica Sinica|2025
0 cit.
8
Publication in New England Journal of Medicine (2025) [W4416439124]
New England Journal of Medicine|2025
0 cit.
9
Publication in Malignancy Spectrum (2025) [W4417290969]
Malignancy Spectrum|2025
0 cit.
10
Publication in Acta Dermato Venereologica (2026) [W7154580349]
Acta Dermato Venereologica|2026
0 cit.

Emerging Leaders

Drafting the new consensus

Researchers

1
Ning Liu
Hainan General Hospital
2
Jialiang Yang
Ministry of Agriculture and Rural Affairs
3
Shumei Kato
Center for Personalized Cancer Treatment
4
Hailian Shi
Shanghai University of Traditional Chinese Medicine
5
Mabel Ryder
Mayo Clinic in Arizona
6
Joshy George
Jackson Laboratory
7
Zhixin Gong
Shenzhen University
8
Alexander Gusev
Dana-Farber Cancer Institute
9
Pingping Bing
Changsha Medical University
10
Daren Gibson
Fiona Stanley Hospital

Papers

1
A weighted bilinear neural collaborative filtering approach for drug repositioning
Briefings in Bioinformatics|2022
179 cit.
2
Ancestry-driven recalibration of tumor mutational burden and disparate clinical outcomes in response to immune checkpoint inhibitors
Cancer Cell|2022
116 cit.
3
Machine learning for genetics-based classification and treatment response prediction in cancer of unknown primary
Nature Medicine|2023
112 cit.
4
Germline variants associated with toxicity to immune checkpoint blockade
Nature Medicine|2022
107 cit.
5
Drug repositioning based on weighted local information augmented graph neural network
Briefings in Bioinformatics|2023
101 cit.
6
Study on the Mechanism of Astragalus Polysaccharide in Treating Pulmonary Fibrosis Based on “Drug-Target-Pathway” Network
Frontiers in Pharmacology|2022
78 cit.
7
A novel approach for denoising electrocardiogram signals to detect cardiovascular diseases using an efficient hybrid scheme
Frontiers in Cardiovascular Medicine|2024
78 cit.
8
MNNMDA: Predicting human microbe-disease association via a method to minimize matrix nuclear norm
Computational and Structural Biotechnology Journal|2023
70 cit.
9
A multi-omics machine learning framework in predicting the survival of colorectal cancer patients
Computers in Biology and Medicine|2022
69 cit.
10
ICSDA: a multi-modal deep learning model to predict breast cancer recurrence and metastasis risk by integrating pathological, clinical and gene expression data
Briefings in Bioinformatics|2022
62 cit.

Current Senior Leaders

Wrote the book, still writing it

Researchers

1
Robert A. Weinberg
Whitehead Institute for Biomedical Research
2
Michael Brennan
Trinity College Dublin
3
Susan Darlow
National Comprehensive Cancer Network
4
David Sidransky
University of Baltimore
5
Peter Vaupel
University of Freiburg
6
Norman Goldstein
University of Massachusetts Amherst
7
Charles M. Perou
University of North Carolina at Chapel Hill
8
Joshua M. Stuart
University of California, Santa Cruz
9
Kari Hemminki
German Cancer Research Center
10
F. Anthony Greco
Campus Bio Medico University Hospital

Papers

1
Molecular portraits of human breast tumours
Nature|2000
16.3k cit.
2
The Cancer Genome Atlas Pan-Cancer analysis project
Nature Genetics|2013
9.5k cit.
3
The Epithelial-Mesenchymal Transition Generates Cells with Properties of Stem Cells
Cell|2008
8.7k cit.
4
Twist, a Master Regulator of Morphogenesis, Plays an Essential Role in Tumor Metastasis
Cell|2004
3.8k cit.
5
Stromal Fibroblasts Present in Invasive Human Breast Carcinomas Promote Tumor Growth and Angiogenesis through Elevated SDF-1/CXCL12 Secretion
Cell|2005
3.7k cit.
6
Blood flow, oxygen and nutrient supply, and metabolic microenvironment of human tumors: a review.
PubMed|1989
3.4k cit.
7
Mesenchymal stem cells within tumour stroma promote breast cancer metastasis
Nature|2007
3.2k cit.
8
Tumorigenic conversion of primary embryo fibroblasts requires at least two cooperating oncogenes
Nature|1983
2.9k cit.
9
Immunohistochemical and Clinical Characterization of the Basal-Like Subtype of Invasive Breast Carcinoma
Clinical Cancer Research|2004
2.7k cit.
10
hSIR2SIRT1 Functions as an NAD-Dependent p53 Deacetylase
Cell|2001
2.6k cit.

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