Evidence map›Paper›PMID 41595259›Full record

ReviewCancers2026

Prospective of Colorectal Cancer Screening, Diagnosis, and Treatment Management Using Bowel Sounds Leveraging Artificial Intelligence.

Divyanshi Sood, Surbhi Dadwal, Samiksha Jain, Iqra Jabeen Mazhar, Bipasha Goyal, Chris Garapati, Sagar Patel, Zenab Muhammad Riaz, Noor Buzaboon, Ayushi Mendiratta and 16 more

Abstract readReview
In one paragraph

Review in Cancers, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

26 authors.

Divyanshi SoodDepartment of Internal Medicine, UChealth Parkview Medical Center, Pueblo, CO 81005, USA.
Surbhi DadwalDigital Engineering & Artificial Intelligence Laboratory (DEAL), Mayo Clinic, Jacksonville, FL 32224, USA.
Samiksha JainDigital Engineering & Artificial Intelligence Laboratory (DEAL), Mayo Clinic, Jacksonville, FL 32224, USA.ORCID 0000-0001-9258-3159
Iqra Jabeen MazharDigital Engineering & Artificial Intelligence Laboratory (DEAL), Mayo Clinic, Jacksonville, FL 32224, USA.ORCID 0009-0001-4435-7517
Bipasha GoyalDigital Engineering & Artificial Intelligence Laboratory (DEAL), Mayo Clinic, Jacksonville, FL 32224, USA.
Chris GarapatiDigital Engineering & Artificial Intelligence Laboratory (DEAL), Mayo Clinic, Jacksonville, FL 32224, USA.
Sagar PatelDigital Engineering & Artificial Intelligence Laboratory (DEAL), Mayo Clinic, Jacksonville, FL 32224, USA.ORCID 0009-0002-0093-9504
Zenab Muhammad RiazDepartment of Internal Medicine, Zucker School of Medicine at Hofstra, Northwell Internal Medicine Residency at Vassar Brothers Medical Center, Poughkeepsie, NY 12601, USA.
Noor BuzaboonDepartment of Internal Medicine, UChealth Parkview Medical Center, Pueblo, CO 81005, USA.
Ayushi MendirattaDepartment of Internal Medicine, UChealth Parkview Medical Center, Pueblo, CO 81005, USA.
Avneet KaurDigital Engineering & Artificial Intelligence Laboratory (DEAL), Mayo Clinic, Jacksonville, FL 32224, USA.
Anmol MohanDepartment of Internal Medicine, Carle Health, Urbana, IL 61801, USA.
Gayathri YerrapragadaDigital Engineering & Artificial Intelligence Laboratory (DEAL), Mayo Clinic, Jacksonville, FL 32224, USA.
Poonguzhali ElangovanDigital Engineering & Artificial Intelligence Laboratory (DEAL), Mayo Clinic, Jacksonville, FL 32224, USA.ORCID 0000-0001-9628-7090
Mohammed Naveed ShariffDigital Engineering & Artificial Intelligence Laboratory (DEAL), Mayo Clinic, Jacksonville, FL 32224, USA.ORCID 0009-0004-2430-7370
Thangeswaran NatarajanDigital Engineering & Artificial Intelligence Laboratory (DEAL), Mayo Clinic, Jacksonville, FL 32224, USA.ORCID 0009-0008-6640-7942
Jayarajasekaran JanarthananDigital Engineering & Artificial Intelligence Laboratory (DEAL), Mayo Clinic, Jacksonville, FL 32224, USA.
Shreshta AgarwalDigital Engineering & Artificial Intelligence Laboratory (DEAL), Mayo Clinic, Jacksonville, FL 32224, USA.ORCID 0009-0004-8583-7017
Sancia Mary Jerold WilsonDigital Engineering & Artificial Intelligence Laboratory (DEAL), Mayo Clinic, Jacksonville, FL 32224, USA.
Atishya GhoshDigital Engineering & Artificial Intelligence Laboratory (DEAL), Mayo Clinic, Jacksonville, FL 32224, USA.
Shiva Sankari KaruppiahDigital Engineering & Artificial Intelligence Laboratory (DEAL), Mayo Clinic, Jacksonville, FL 32224, USA.
Joshika AgarwalDepartment of Internal Medicine, Mercy Catholic Medical Center, Darby, PA 19023, USA.
Keerthy GopalakrishnanDepartment of Internal Medicine, Wright Medical Center, Scranton, PA 18503, USA.
Swetha RapoluDigital Engineering & Artificial Intelligence Laboratory (DEAL), Mayo Clinic, Jacksonville, FL 32224, USA.
Venkata S AkshintalaMedical Gastroenterology, AIG Hospitals, Hyderabad 500032, India.ORCID 0000-0002-8909-1951
Shivaram P ArunachalamDigital Engineering & Artificial Intelligence Laboratory (DEAL), Mayo Clinic, Jacksonville, FL 32224, USA.ORCID 0000-0003-3251-5415

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

artificial intelligencebowel sound-based signal analysisbowel soundscolorectal cancergastrointestinal tumor detectiongut soundsnon-invasive diagnosisphonoenterogram

Identifiers

PMID41595259
PMCPMC12838979

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.