
Peter D. Le
Examiner (ID: 17410, Phone: (571)270-5382 , Office: P/2488 )
| Most Active Art Unit | 2488 |
| Art Unit(s) | 2482, 2488 |
| Total Applications | 793 |
| Issued Applications | 617 |
| Pending Applications | 76 |
| Abandoned Applications | 125 |
Applications
| Application number | Title of the application | Filing Date | Status |
|---|---|---|---|
Array
(
[id] => 20658595
[patent_doc_number] => 20260110636
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2026-04-23
[patent_title] => SYSTEM AND METHOD FOR ANALYZING SPECTRAL DATA USING ARTIFICIAL INTELLIGENCE
[patent_app_type] => utility
[patent_app_number] => 19/427370
[patent_app_country] => US
[patent_app_date] => 2025-12-19
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 11773
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -17
[patent_words_short_claim] => 135
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 19427370
[rel_patent_id] =>[rel_patent_doc_number] =>) 19/427370 | SYSTEM AND METHOD FOR ANALYZING SPECTRAL DATA USING ARTIFICIAL INTELLIGENCE | Dec 18, 2025 | Pending |
Array
(
[id] => 20758873
[patent_doc_number] => 12651650
[patent_country] => US
[patent_kind] => B2
[patent_issue_date] => 2026-06-09
[patent_title] => System and method for analyzing spectral data using artificial intelligence
[patent_app_type] => utility
[patent_app_number] => 19/347104
[patent_app_country] => US
[patent_app_date] => 2025-10-01
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 17
[patent_figures_cnt] => 18
[patent_no_of_words] => 6355
[patent_no_of_claims] => 20
[patent_no_of_ind_claims] => 3
[patent_words_short_claim] => 180
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => patent
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 19347104
[rel_patent_id] =>[rel_patent_doc_number] =>) 19/347104 | System and method for analyzing spectral data using artificial intelligence | Sep 30, 2025 | Issued |
Array
(
[id] => 20500955
[patent_doc_number] => 20260030416
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2026-01-29
[patent_title] => MODEL-IN-THE-LOOP SYNTHETIC BIOLOGY
[patent_app_type] => utility
[patent_app_number] => 19/342186
[patent_app_country] => US
[patent_app_date] => 2025-09-26
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 216368
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -18
[patent_words_short_claim] => 83
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 19342186
[rel_patent_id] =>[rel_patent_doc_number] =>) 19/342186 | MODEL-IN-THE-LOOP SYNTHETIC BIOLOGY | Sep 25, 2025 | Pending |
Array
(
[id] => 20461983
[patent_doc_number] => 20260011412
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2026-01-08
[patent_title] => SYSTEM AND METHOD FOR ANALYZING SPECTRAL DATA USING ARTIFICIAL INTELLIGENCE
[patent_app_type] => utility
[patent_app_number] => 19/335786
[patent_app_country] => US
[patent_app_date] => 2025-09-22
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 2284
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -17
[patent_words_short_claim] => 188
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 19335786
[rel_patent_id] =>[rel_patent_doc_number] =>) 19/335786 | SYSTEM AND METHOD FOR ANALYZING SPECTRAL DATA USING ARTIFICIAL INTELLIGENCE | Sep 21, 2025 | Issued |
Array
(
[id] => 20422869
[patent_doc_number] => 20250384954
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2025-12-18
[patent_title] => MICROSATELLITE INSTABILITY DETECTION IN CELL-FREE DNA
[patent_app_type] => utility
[patent_app_number] => 19/314101
[patent_app_country] => US
[patent_app_date] => 2025-08-29
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 28713
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -18
[patent_words_short_claim] => 336
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 19314101
[rel_patent_id] =>[rel_patent_doc_number] =>) 19/314101 | MICROSATELLITE INSTABILITY DETECTION IN CELL-FREE DNA | Aug 28, 2025 | Pending |
Array
(
[id] => 20426887
[patent_doc_number] => 20250388975
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2025-12-25
[patent_title] => MICROSATELLITE INSTABILITY DETECTION IN CELL-FREE DNA
[patent_app_type] => utility
[patent_app_number] => 19/314107
[patent_app_country] => US
[patent_app_date] => 2025-08-29
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 28689
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -18
[patent_words_short_claim] => 277
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 19314107
[rel_patent_id] =>[rel_patent_doc_number] =>) 19/314107 | MICROSATELLITE INSTABILITY DETECTION IN CELL-FREE DNA | Aug 28, 2025 | Pending |
Array
(
[id] => 20220250
[patent_doc_number] => 20250283181
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2025-09-11
[patent_title] => MICROSATELLITE INSTABILITY DETECTION IN CELL-FREE DNA
[patent_app_type] => utility
[patent_app_number] => 19/219819
[patent_app_country] => US
[patent_app_date] => 2025-05-27
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 27970
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -16
[patent_words_short_claim] => 205
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 19219819
[rel_patent_id] =>[rel_patent_doc_number] =>) 19/219819 | MICROSATELLITE INSTABILITY DETECTION IN CELL-FREE DNA | May 26, 2025 | Pending |
Array
(
[id] => 20206089
[patent_doc_number] => 20250275809
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2025-09-04
[patent_title] => KNEE ARTHROPLASTY METHOD
[patent_app_type] => utility
[patent_app_number] => 19/212523
[patent_app_country] => US
[patent_app_date] => 2025-05-19
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 9982
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -28
[patent_words_short_claim] => 201
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 19212523
[rel_patent_id] =>[rel_patent_doc_number] =>) 19/212523 | Knee arthroplasty method | May 18, 2025 | Issued |
Array
(
[id] => 20548928
[patent_doc_number] => 12559710
[patent_country] => US
[patent_kind] => B2
[patent_issue_date] => 2026-02-24
[patent_title] => Liquid level and flow rate detection within a cell processing system
[patent_app_type] => utility
[patent_app_number] => 19/091700
[patent_app_country] => US
[patent_app_date] => 2025-03-26
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 23
[patent_figures_cnt] => 28
[patent_no_of_words] => 20633
[patent_no_of_claims] => 22
[patent_no_of_ind_claims] => 1
[patent_words_short_claim] => 116
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => patent
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 19091700
[rel_patent_id] =>[rel_patent_doc_number] =>) 19/091700 | Liquid level and flow rate detection within a cell processing system | Mar 25, 2025 | Issued |
Array
(
[id] => 20718119
[patent_doc_number] => 12633375
[patent_country] => US
[patent_kind] => B2
[patent_issue_date] => 2026-05-19
[patent_title] => Methods of predicting dopamine production capability of differentiated neuronal cells
[patent_app_type] => utility
[patent_app_number] => 18/946698
[patent_app_country] => US
[patent_app_date] => 2024-11-13
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 16
[patent_figures_cnt] => 21
[patent_no_of_words] => 37313
[patent_no_of_claims] => 22
[patent_no_of_ind_claims] => 3
[patent_words_short_claim] => 364
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => patent
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18946698
[rel_patent_id] =>[rel_patent_doc_number] =>) 18/946698 | Methods of predicting dopamine production capability of differentiated neuronal cells | Nov 12, 2024 | Issued |
Array
(
[id] => 20266846
[patent_doc_number] => 12437842
[patent_country] => US
[patent_kind] => B2
[patent_issue_date] => 2025-10-07
[patent_title] => System and method for analyzing spectral data using artificial intelligence
[patent_app_type] => utility
[patent_app_number] => 18/828382
[patent_app_country] => US
[patent_app_date] => 2024-09-09
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 15
[patent_figures_cnt] => 15
[patent_no_of_words] => 2284
[patent_no_of_claims] => 15
[patent_no_of_ind_claims] => 3
[patent_words_short_claim] => 256
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => patent
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18828382
[rel_patent_id] =>[rel_patent_doc_number] =>) 18/828382 | System and method for analyzing spectral data using artificial intelligence | Sep 8, 2024 | Issued |
Array
(
[id] => 19712399
[patent_doc_number] => 20250022541
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2025-01-16
[patent_title] => Unsupervised Machine Learning Methods
[patent_app_type] => utility
[patent_app_number] => 18/752362
[patent_app_country] => US
[patent_app_date] => 2024-06-24
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 203022
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -31
[patent_words_short_claim] => 293
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18752362
[rel_patent_id] =>[rel_patent_doc_number] =>) 18/752362 | Unsupervised Machine Learning Methods | Jun 23, 2024 | Pending |
Array
(
[id] => 19687837
[patent_doc_number] => 20250006382
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2025-01-02
[patent_title] => ADAPTING ARRAY LAYOUTS TO ACCOUNT FOR TUMOR PROGRESSION
[patent_app_type] => utility
[patent_app_number] => 18/675714
[patent_app_country] => US
[patent_app_date] => 2024-05-28
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 6370
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -17
[patent_words_short_claim] => 167
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18675714
[rel_patent_id] =>[rel_patent_doc_number] =>) 18/675714 | ADAPTING ARRAY LAYOUTS TO ACCOUNT FOR TUMOR PROGRESSION | May 27, 2024 | Pending |
Array
(
[id] => 19589439
[patent_doc_number] => 20240386996
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2024-11-21
[patent_title] => ARTIFICIAL INTELLIGENCE BASED SYSTEMS AND METHODS FOR ANALYZING MICRO-RIBONUCLEIC ACID (miRNA) SIGNATURE SEQUENCES AND PROFILES IN BIOLOGICAL SAMPLES
[patent_app_type] => utility
[patent_app_number] => 18/671152
[patent_app_country] => US
[patent_app_date] => 2024-05-22
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 12812
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -17
[patent_words_short_claim] => 188
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18671152
[rel_patent_id] =>[rel_patent_doc_number] =>) 18/671152 | ARTIFICIAL INTELLIGENCE BASED SYSTEMS AND METHODS FOR ANALYZING MICRO-RIBONUCLEIC ACID (miRNA) SIGNATURE SEQUENCES AND PROFILES IN BIOLOGICAL SAMPLES | May 21, 2024 | Abandoned |
Array
(
[id] => 20283417
[patent_doc_number] => 20250308659
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2025-10-02
[patent_title] => PREDICTING PERSISTENCE OF REDUCTION IN USER INTERACTIONS ACROSS SESSIONS USING MACHINE LEARNING MODELS AND EVENT DATA
[patent_app_type] => utility
[patent_app_number] => 18/625009
[patent_app_country] => US
[patent_app_date] => 2024-04-02
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 9431
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -18
[patent_words_short_claim] => 388
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18625009
[rel_patent_id] =>[rel_patent_doc_number] =>) 18/625009 | Predicting persistence or reduction in user interactions across sessions using machine learning models and event data | Apr 1, 2024 | Issued |
Array
(
[id] => 19305300
[patent_doc_number] => 20240233880
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2024-07-11
[patent_title] => CHEMICAL COMPUTATION GRAPHS
[patent_app_type] => utility
[patent_app_number] => 18/407997
[patent_app_country] => US
[patent_app_date] => 2024-01-09
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 28893
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -17
[patent_words_short_claim] => 147
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18407997
[rel_patent_id] =>[rel_patent_doc_number] =>) 18/407997 | Chemical computation graphs | Jan 8, 2024 | Issued |
Array
(
[id] => 19332889
[patent_doc_number] => 20240247319
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2024-07-25
[patent_title] => MICROSATELLITE INSTABILITY DETECTION IN CELL-FREE DNA
[patent_app_type] => utility
[patent_app_number] => 18/500890
[patent_app_country] => US
[patent_app_date] => 2023-11-02
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 33568
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -18
[patent_words_short_claim] => 398
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18500890
[rel_patent_id] =>[rel_patent_doc_number] =>) 18/500890 | Microsatellite instability detection in cell-free DNA | Nov 1, 2023 | Issued |
Array
(
[id] => 19998834
[patent_doc_number] => 20250137056
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2025-05-01
[patent_title] => ASSAY AND RELATED METHODS, KITS AND DEVICES
[patent_app_type] => utility
[patent_app_number] => 18/385999
[patent_app_country] => US
[patent_app_date] => 2023-11-01
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 14544
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -2
[patent_words_short_claim] => 2
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18385999
[rel_patent_id] =>[rel_patent_doc_number] =>) 18/385999 | ASSAY AND RELATED METHODS, KITS AND DEVICES | Oct 31, 2023 | Pending |
Array
(
[id] => 18943189
[patent_doc_number] => 20240038328
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2024-02-01
[patent_title] => METHODS FOR NON-INVASIVE PRENATAL PLOIDY CALLING
[patent_app_type] => utility
[patent_app_number] => 18/371383
[patent_app_country] => US
[patent_app_date] => 2023-09-21
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 73908
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -19
[patent_words_short_claim] => 163
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18371383
[rel_patent_id] =>[rel_patent_doc_number] =>) 18/371383 | METHODS FOR NON-INVASIVE PRENATAL PLOIDY CALLING | Sep 20, 2023 | Abandoned |
Array
(
[id] => 18865055
[patent_doc_number] => 20230419492
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2023-12-28
[patent_title] => METHOD AND APPARATUS FOR PROVIDING INFORMATION ASSOCIATED WITH IMMUNE PHENOTYPES FOR PATHOLOGY SLIDE IMAGE
[patent_app_type] => utility
[patent_app_number] => 18/463912
[patent_app_country] => US
[patent_app_date] => 2023-09-08
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 15039
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -18
[patent_words_short_claim] => 89
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18463912
[rel_patent_id] =>[rel_patent_doc_number] =>) 18/463912 | Method and apparatus for providing information associated with immune phenotypes for pathology slide image | Sep 7, 2023 | Issued |