Pith. sign in

Paper Citation Record · LEDGER

Pic2Spec: Generative Modeling Reconstructs Single Cell Raman Fingerprints from Brightfield Images

As of 18 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 0 inbound Pith citation observations for arXiv:2607.07651.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2607.07651 v1

Coverage vector

measured 49 of 49 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-09T03:51:36.049656Z

measured 49 of 49 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

49 of 49 outbound references displayed

  • verified exact2
  • verified fuzzy28
  • unresolved19
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 76a2a3c5-1732-4c62-a94e-e9576e05ad1f · outbound

This paper cites an unresolved cited work.

Pic2Spec: Generative Modeling Reconstructs Single Cell Raman Fingerprints from Brightfield Images Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-07-09T03:55:55.268238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T03:51:36.049656Z digest=sha256:67554977aecda6fde3e8f618d02120242ba55e2f8a030a9d735dc239952e9534

Observation e2ddc9e4-3cfe-4358-a175-2cec6e492726 · outbound

This paper cites an unresolved cited work.

Pic2Spec: Generative Modeling Reconstructs Single Cell Raman Fingerprints from Brightfield Images Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-07-09T03:55:55.297249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T03:51:36.049656Z digest=sha256:c0ff4c9033fc5e696150da81974e588c1f2ca76942ba99d1bec100c71890d70d

Observation 211add1b-d661-4d51-85da-38bc032a0cd8 · outbound

This paper cites P., Ostafe, R., Iyengar, S.

Pic2Spec: Generative Modeling Reconstructs Single Cell Raman Fingerprints from Brightfield Images P., Ostafe, R., Iyengar, S

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T03:55:55.288831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T03:51:36.049656Z digest=sha256:103bd0058037a1d2bf0d208e0ca53b860c7b0e205d7cb0db13c33e9a38f48e9e

Observation 64c71868-46ef-45d2-bd66-24087a285b9c · outbound

This paper cites L., Atoyan, J., Cai, A.

Pic2Spec: Generative Modeling Reconstructs Single Cell Raman Fingerprints from Brightfield Images L., Atoyan, J., Cai, A

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T03:55:55.240829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T03:51:36.049656Z digest=sha256:b7a6df6ec08b68daf1f7d8c5fb31cd2aae2c9e5b527b997d850c3ff868e152b4

Observation 59da90bb-8ef9-4d5f-9a95-da41193fe6eb · outbound

This paper cites an unresolved cited work.

Pic2Spec: Generative Modeling Reconstructs Single Cell Raman Fingerprints from Brightfield Images Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-07-09T03:55:55.331772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T03:51:36.049656Z digest=sha256:a7a49aa14824f34a0ac401d01ae28b17a1a694aef9d2ff33bd696628c15932a8

Observation 806e5f95-a635-42c0-98ba-93360a9e7453 · outbound

This paper cites an unresolved cited work.

Pic2Spec: Generative Modeling Reconstructs Single Cell Raman Fingerprints from Brightfield Images Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-07-09T03:55:55.317686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T03:51:36.049656Z digest=sha256:51498f5c5442215bf9fd904680dd55476a36097013854a29ebba60e797a26bdd

Observation ea0c9119-114d-4623-a6fa-0741ebd1802d · outbound

This paper cites an unresolved cited work.

Pic2Spec: Generative Modeling Reconstructs Single Cell Raman Fingerprints from Brightfield Images Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-07-09T03:55:55.317883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T03:51:36.049656Z digest=sha256:e92b42e571357c4819d6d8293b69c0dd66adc6e7822d9e9c467203d0d9c2c43c

Observation 6f64d8bb-ed20-46d2-8e36-aca925dac971 · outbound

This paper cites & Smith, N.

Pic2Spec: Generative Modeling Reconstructs Single Cell Raman Fingerprints from Brightfield Images & Smith, N

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T03:55:55.326046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T03:51:36.049656Z digest=sha256:fedcd5815312e1db8151baabf2dc80f873b031ab39a28b0e55ef6aeb46456b6d

Observation e596ebfc-ee7c-438c-9699-1cad59003908 · outbound

This paper cites an unresolved cited work.

Pic2Spec: Generative Modeling Reconstructs Single Cell Raman Fingerprints from Brightfield Images Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-07-09T03:55:55.325217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T03:51:36.049656Z digest=sha256:d53da0e728e9a72c33c8165ce2836351d9d15e1584d6c232b1a7f698e26eabd1

Observation e51e0e59-6f24-44ee-9013-39d399efd721 · outbound

This paper cites an unresolved cited work.

Pic2Spec: Generative Modeling Reconstructs Single Cell Raman Fingerprints from Brightfield Images Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-07-09T03:55:55.337804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T03:51:36.049656Z digest=sha256:0ebca9c2433193d054a3a344bde619613efd6e3b0975969d0dce6abb9c8925b8

Observation 3ee61921-29d1-42a9-8895-9a19e4ebeb0e · outbound

This paper cites an unresolved cited work.

Pic2Spec: Generative Modeling Reconstructs Single Cell Raman Fingerprints from Brightfield Images Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-07-09T03:55:55.251183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T03:51:36.049656Z digest=sha256:3a45cbe62b8db311053223f8dc35dc3eb25918e74503c68dbc1d87f403381171

Observation 3d6f5741-e747-4493-a95b-362ab4cfd82b · outbound

This paper cites & Stevens, M.

Pic2Spec: Generative Modeling Reconstructs Single Cell Raman Fingerprints from Brightfield Images & Stevens, M

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T03:55:55.312272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T03:51:36.049656Z digest=sha256:18b6bdc4a7e3dd7722a5932fbe997582e56a16ae16efd37ae5b1499002668053

Observation f19bd12e-ec49-4333-b6f9-914a5353be28 · outbound

This paper cites & Mahadevan -Jansen, A.

Pic2Spec: Generative Modeling Reconstructs Single Cell Raman Fingerprints from Brightfield Images & Mahadevan -Jansen, A

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T03:55:55.329985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T03:51:36.049656Z digest=sha256:3977a78993d6916642d89869d079c7907e75f59d3e606b9c724930b729189dcc

Observation 3b45569b-81e5-4945-9802-a41c40552f6a · outbound

This paper cites an unresolved cited work.

Pic2Spec: Generative Modeling Reconstructs Single Cell Raman Fingerprints from Brightfield Images Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-07-09T03:55:55.315680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T03:51:36.049656Z digest=sha256:ff8f26355e5c8883dcfa430fd9fb1346286288acc0a537e3ff2ed430d0e307cd

Observation 3a810bbb-5e48-46cb-85bb-66408a683f29 · outbound

This paper cites K., Therkildsen, M.

Pic2Spec: Generative Modeling Reconstructs Single Cell Raman Fingerprints from Brightfield Images K., Therkildsen, M

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T03:55:55.277468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T03:51:36.049656Z digest=sha256:ca62f6e85d92408bc9481b5988e0c87c68a4b3e486587992868ae43c624e6e8b

Observation 7d7672c7-dce9-4cf6-8113-1755b6be041a · outbound

This paper cites & Teichmann, S.

Pic2Spec: Generative Modeling Reconstructs Single Cell Raman Fingerprints from Brightfield Images & Teichmann, S

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T03:55:55.336091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T03:51:36.049656Z digest=sha256:40dc48f5d38aab5a7d8c9a19e693e4bfc2c28f82de3a1711d6a730edc9d9b603

Observation d09169f0-16bb-4178-bdd4-d0b1b4c8a2c1 · outbound

This paper cites an unresolved cited work.

Pic2Spec: Generative Modeling Reconstructs Single Cell Raman Fingerprints from Brightfield Images Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-07-09T03:55:55.310156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T03:51:36.049656Z digest=sha256:e346125ec47bbaaeab7ac4ee124e19e493c054e68ac64e290b5e82c71d25c341

Observation 4e01bc3f-16ce-4496-a737-e19767ccd57d · outbound

This paper cites & Torr, P.

Pic2Spec: Generative Modeling Reconstructs Single Cell Raman Fingerprints from Brightfield Images & Torr, P

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T03:55:55.314123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T03:51:36.049656Z digest=sha256:82a9da3d227cf5e71b001656fbfb373327dbf4fd45ae00cb808fd2e6de8d3f0b

Observation 7a2dadd9-d6d1-4592-a9d8-c9de32280306 · outbound

This paper cites & Tadesse, L.

Pic2Spec: Generative Modeling Reconstructs Single Cell Raman Fingerprints from Brightfield Images & Tadesse, L

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T03:55:55.319564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T03:51:36.049656Z digest=sha256:9a76921e742e5b903b4305fae22383f135ffedd6bbf19331aeaf67d7bd52d7a8

Observation 3ceaef92-110a-400a-a9e9-a89888918103 · outbound

This paper cites Y., Kalinin, S.

Pic2Spec: Generative Modeling Reconstructs Single Cell Raman Fingerprints from Brightfield Images Y., Kalinin, S

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T03:55:55.313638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T03:51:36.049656Z digest=sha256:61514bfb74848e034e2334be39dd53e63517881d129cb35416de82acb079f7de

Observation 15a84691-6f0c-4a0f-a6ed-fcbb9c3beada · outbound

This paper cites an unresolved cited work.

Pic2Spec: Generative Modeling Reconstructs Single Cell Raman Fingerprints from Brightfield Images Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-07-09T03:55:55.319744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T03:51:36.049656Z digest=sha256:ba0e560b14cd5b13b8720c5ec98c00744925af76a464485832c74ec99d61d58e

Observation 6071894c-3ac4-4d71-b744-ed8719aac4d6 · outbound

This paper cites an unresolved cited work.

Pic2Spec: Generative Modeling Reconstructs Single Cell Raman Fingerprints from Brightfield Images Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-07-09T03:55:55.321739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T03:51:36.049656Z digest=sha256:71affb9c82534ad7101c466361d274fb5e7ab1977da9b52f825db4ba40c4c52b

Observation e6599500-c558-4c9e-ba58-a61787134609 · outbound

This paper cites an unresolved cited work.

Pic2Spec: Generative Modeling Reconstructs Single Cell Raman Fingerprints from Brightfield Images Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-07-09T03:55:55.299565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T03:51:36.049656Z digest=sha256:ef6126976ede291e8b52b6ae3c0d43da06995fd6915e80c21e8972c593d44c87

Observation 7ce8a6f1-5b48-441f-9adc-6ce48129a32a · outbound

This paper cites an unresolved cited work.

Pic2Spec: Generative Modeling Reconstructs Single Cell Raman Fingerprints from Brightfield Images Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-07-09T03:55:55.304202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T03:51:36.049656Z digest=sha256:37a48afce719a8b39707c54a27363a6eb79aba9a974f784af323c7adeed1e2ae

Observation 6b64f1c7-d3d6-4d97-94ae-95033f373ba6 · outbound

This paper cites an unresolved cited work.

Pic2Spec: Generative Modeling Reconstructs Single Cell Raman Fingerprints from Brightfield Images Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-07-09T03:55:55.306311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T03:51:36.049656Z digest=sha256:8d4062749bab37997e2872674ee1859345421b5381800fb6caed3dc26080da54

Observation 8489f7d5-d472-4067-b994-cfa0966cb3aa · outbound

This paper cites an unresolved cited work.

Pic2Spec: Generative Modeling Reconstructs Single Cell Raman Fingerprints from Brightfield Images Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-07-09T03:55:55.295277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T03:51:36.049656Z digest=sha256:227d06a00759b9e2d932961844e7bfe12056a04baf1b08ff06ad168fdef03c8a

Observation f0f27a9b-d15b-40c0-bbb2-9e11d1ec6133 · outbound

This paper cites & Skandamis, P.

Pic2Spec: Generative Modeling Reconstructs Single Cell Raman Fingerprints from Brightfield Images & Skandamis, P

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T03:55:55.297442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T03:51:36.049656Z digest=sha256:8ac6dc9f1933f8301f2d03feb8cdc9a2e69b418078cf52df3d907881b1c7625e

Observation 5ecae7ee-151b-4b21-9325-65cbe8c138b0 · outbound

This paper cites an unresolved cited work.

Pic2Spec: Generative Modeling Reconstructs Single Cell Raman Fingerprints from Brightfield Images Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-07-09T03:55:55.334216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T03:51:36.049656Z digest=sha256:c9456290ce9775681534f234c31bba7bd95bbba7cd04392268f0ba935edebbcf

Observation 966e8096-8713-4f87-99b3-7101e5efe3b5 · outbound

This paper cites coli strain Seattle 1946 cells (#25922 and #25922GFP for GFP− and GFP+ cells, respectively) were purchased from American Type Culture Collection (ATCC).

Pic2Spec: Generative Modeling Reconstructs Single Cell Raman Fingerprints from Brightfield Images coli strain Seattle 1946 cells (#25922 and #25922GFP for GFP− and GFP+ cells, respectively) were purchased from American Type Culture Collection (ATCC)

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T03:55:55.299743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T03:51:36.049656Z digest=sha256:799e7360c69d33c31d15653ad6be46d540aafbe43a99d007c6a092474f4cff96

Observation 5ebea995-7a54-44f0-a9d3-f8275477694d · outbound

This paper cites Images of single cells were collected using a 100x objective (Zeiss EC Epiplan- Neofluar, NA = 0.9) at 50% illumination intensity.

Pic2Spec: Generative Modeling Reconstructs Single Cell Raman Fingerprints from Brightfield Images Images of single cells were collected using a 100x objective (Zeiss EC Epiplan- Neofluar, NA = 0.9) at 50% illumination intensity

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T03:55:55.290812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T03:51:36.049656Z digest=sha256:a8e57867d22897e1e6d61f5e4d51c857410eb8e10a469acfee4ce89670cdb528

Observation c6868e5c-658e-4804-91f7-5c98c4c6b713 · outbound

This paper cites Each raw image was loaded and smoothed using a Gaussian filter to suppress high-frequency noise while preserving cell boundaries.

Pic2Spec: Generative Modeling Reconstructs Single Cell Raman Fingerprints from Brightfield Images Each raw image was loaded and smoothed using a Gaussian filter to suppress high-frequency noise while preserving cell boundaries

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T03:55:55.270250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T03:51:36.049656Z digest=sha256:c9bcb778f6636e577be165393443c8739bc360b58df6a12fa8cc6ed81cb22dc7

Observation 9b2b09c8-f9ce-4b04-8e0d-b484c3eca99a · outbound

This paper cites To correct for cosmic ray spikes, each raw spectrum was passed through a 1D median filter, and an intensity vector was computed using a kernel size of 5 points.

Pic2Spec: Generative Modeling Reconstructs Single Cell Raman Fingerprints from Brightfield Images To correct for cosmic ray spikes, each raw spectrum was passed through a 1D median filter, and an intensity vector was computed using a kernel size of 5 points

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T03:55:55.321529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T03:51:36.049656Z digest=sha256:97af46566e2836b9d65c384211483df1a7b8feb015b81f5a704c81d30bd5efc2

Observation 5ef388df-f58d-4cdd-ab4a-541d4db97095 · outbound

This paper cites Each input image was augmented using five geometric transformations, providing invar iance to cell orientation.

Pic2Spec: Generative Modeling Reconstructs Single Cell Raman Fingerprints from Brightfield Images Each input image was augmented using five geometric transformations, providing invar iance to cell orientation

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T03:55:55.287045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T03:51:36.049656Z digest=sha256:160c0fb7060d2114a23f062f62da44727eced972c0b9d297f54abd8f9f27744d

Observation 8cd68396-8a40-45ae-864a-df0d5956fdc1 · outbound

This paper cites coli and E.

Pic2Spec: Generative Modeling Reconstructs Single Cell Raman Fingerprints from Brightfield Images coli and E

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T03:55:55.290994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T03:51:36.049656Z digest=sha256:77f46c96f7765635095304ff0404e631e60824175bef48e3645d2b08c0bce33d

Observation 73e327fa-9cd2-4509-926e-22ea23e84199 · outbound

This paper cites Schematic comparison of generative architectures for image-to-Raman translation.

Pic2Spec: Generative Modeling Reconstructs Single Cell Raman Fingerprints from Brightfield Images Schematic comparison of generative architectures for image-to-Raman translation

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T03:55:55.293155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T03:51:36.049656Z digest=sha256:24f8411595abc97d9e170c6922027d1e690937fcea7b1094ecc7ccf3d8d3578e

Observation 86d58d9f-f40f-487c-bf97-643370735b5b · outbound

This paper cites This representation was flattened to 144 units and projected to the latent mean and log- variance vectors.

Pic2Spec: Generative Modeling Reconstructs Single Cell Raman Fingerprints from Brightfield Images This representation was flattened to 144 units and projected to the latent mean and log- variance vectors

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T03:55:55.332556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T03:51:36.049656Z digest=sha256:1c6e0740835d3ee7ecc26da68096c715ca08c9929d8334d7a3cfc0a3c662cfd7

Observation d76b2789-d8b9-43c8-975a-cf11ceb0dd2c · outbound

This paper cites The resulting feature map was flattened and projected to a 100- dimensional latent representation through a fully connected layer.

Pic2Spec: Generative Modeling Reconstructs Single Cell Raman Fingerprints from Brightfield Images The resulting feature map was flattened and projected to a 100- dimensional latent representation through a fully connected layer

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T03:55:55.327631Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T03:51:36.049656Z digest=sha256:6710cd42c2adca06703ec321fe9aeb197b9986f704b6ddccdef5925947cf231c

Observation 6f9d97d4-0012-4497-97c9-05d740e05258 · outbound

This paper cites All metrics were computed independently for each spectrum over the full spectral length.

Pic2Spec: Generative Modeling Reconstructs Single Cell Raman Fingerprints from Brightfield Images All metrics were computed independently for each spectrum over the full spectral length

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T03:55:55.323483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T03:51:36.049656Z digest=sha256:57f91ab5a6dd9ba62e4e7b20ba6a63b8db94b5b2585df4fdbdfe69710885c705

Observation d6a685e2-1265-4f3e-835e-32def80573e3 · outbound

This paper cites For each spectrum, peak detection was performed within the Raman window using a prominence- based approach implemented in SciPy.

Pic2Spec: Generative Modeling Reconstructs Single Cell Raman Fingerprints from Brightfield Images For each spectrum, peak detection was performed within the Raman window using a prominence- based approach implemented in SciPy

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T03:55:55.275587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T03:51:36.049656Z digest=sha256:357300ca1fb0aef25ec93a559ec39c3280e3ce6baac710feb04cf1fc34bd61e5

Observation f69afe31-f4b9-4f0e-84fb-26e9bf4fd36b · outbound

This paper cites an unresolved cited work.

Pic2Spec: Generative Modeling Reconstructs Single Cell Raman Fingerprints from Brightfield Images Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-07-09T03:55:55.303917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T03:51:36.049656Z digest=sha256:90c6f061c5ec81baced803ef22766e907d94e67a22b0546d35a4522d5a45a80b

Observation 7824534e-8c57-4053-bc88-94780892d234 · outbound

This paper cites coli was performed to determine whether generated Raman spectra preserved class-relevant molecular information.

Pic2Spec: Generative Modeling Reconstructs Single Cell Raman Fingerprints from Brightfield Images coli was performed to determine whether generated Raman spectra preserved class-relevant molecular information

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T03:55:55.330431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T03:51:36.049656Z digest=sha256:e5b3444c8fb0e13d0a2417c74f28b475cd0b59cfc6f0d9b879ff2ff7ef16a358

Observation dd9c27ee-2f48-4325-9318-7dc4a3838a9c · outbound

This paper cites This approach examines how controlled perturbations of latent coordinates propagate through the spectral decoder and alter the generated Raman spectra.

Pic2Spec: Generative Modeling Reconstructs Single Cell Raman Fingerprints from Brightfield Images This approach examines how controlled perturbations of latent coordinates propagate through the spectral decoder and alter the generated Raman spectra

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T03:55:55.306065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T03:51:36.049656Z digest=sha256:00adbb60aab3f2bd5ee95dee38f9b08636e407f0e7c968375aec6dab654e5bb1

Observation 5ade0a2d-3ffa-4591-9eed-25768e51d128 · outbound

This paper cites & Pachitariu, M.

Pic2Spec: Generative Modeling Reconstructs Single Cell Raman Fingerprints from Brightfield Images & Pachitariu, M

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T03:55:55.327851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T03:51:36.049656Z digest=sha256:4a16777389ae1d06010134ee7ef54edae97b9643e70fd629086b270415598917

Observation 173e468b-e2bc-426a-9c86-d9d17b898442 · outbound

This paper cites Probabilistic Latent Variable Models: Principles and Foundations for Modern Generative AI.

Pic2Spec: Generative Modeling Reconstructs Single Cell Raman Fingerprints from Brightfield Images Probabilistic Latent Variable Models: Principles and Foundations for Modern Generative AI

Reference 45

Resolution
verified exact
doi, observed 2026-07-09T03:55:54.986652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T03:51:36.049656Z digest=sha256:c6e585a53e97dafc71d6f11e9321b137a776d7bc76df4a31fcef32f7f03d4d71

Observation f880c389-0c33-42b0-aff4-089be827300d · outbound

This paper cites Variational Encoder-Decoders for Learning Latent Representations of Physical Systems.

Pic2Spec: Generative Modeling Reconstructs Single Cell Raman Fingerprints from Brightfield Images Variational Encoder-Decoders for Learning Latent Representations of Physical Systems

Reference 46

Resolution
verified exact
local_arxiv, observed 2026-07-09T03:55:54.992024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T03:51:36.049656Z digest=sha256:349a75b4f27a923a4f4e2a3a3dbc910f64ea08421014e0f6302b0340abc6638d

Observation 9ca6cef5-dca7-4f76-9449-75d4e40a208c · outbound

This paper cites S., Guevarra, D., Newhouse, P.

Pic2Spec: Generative Modeling Reconstructs Single Cell Raman Fingerprints from Brightfield Images S., Guevarra, D., Newhouse, P

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T03:55:55.263177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T03:51:36.049656Z digest=sha256:69d137866a16519abc7bc96a4a0914dcc76ba3bb80178163667e1c4e36c593a4

Observation 0cd48b7e-0595-420b-8e01-859d036b378e · outbound

This paper cites & Mondal, J.

Pic2Spec: Generative Modeling Reconstructs Single Cell Raman Fingerprints from Brightfield Images & Mondal, J

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T03:55:55.260088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T03:51:36.049656Z digest=sha256:bfd3cab83b9a186ac3fd57cf63152c678ce05bdd4d9e5fccbb3849b68e691c4c

Observation 41df830d-f48b-4732-8820-53bb2b027b69 · outbound

This paper cites & Mahmood, A.

Pic2Spec: Generative Modeling Reconstructs Single Cell Raman Fingerprints from Brightfield Images & Mahmood, A

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T03:55:55.301949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T03:51:36.049656Z digest=sha256:659738188da8ace4a2c991faf84e09e406e73c570cff650ddc1bfa11cefb8f2d

Observation 47cffa7b-321b-44e4-a430-d1fcb97e9c84 · outbound

This paper cites an unresolved cited work.

Pic2Spec: Generative Modeling Reconstructs Single Cell Raman Fingerprints from Brightfield Images Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-07-09T03:55:55.261979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-09T03:51:36.049656Z digest=sha256:cc6b757fab31cf99c08cfd6397671747ae535e9047f27e5f36f2e0e95855c72e

Pith citing papers

No inbound Pith citation observations are available.